---
title: "Systems Analysis Wiki Catalog (ไทย)"
source: "https://systems-analysis.info/int/Systems_Analysis_Wiki_Catalog_(%E0%B9%84%E0%B8%97%E0%B8%A2)"
wiki: "systems-analysis.info/int"
article: "Systems_Analysis_Wiki_Catalog_(ไทย)"
language: "th"
categories:
  - "Category:Catalogs"
  - "Category:Indexes"
  - "Category:Thai"
revision_id: 7392
wiki_created_at: 2026-09-07T01:01:11Z
wiki_modified_at: 2026-09-07T01:01:11Z
downloaded_at: 2026-09-07T23:18:50Z
---

# Systems Analysis Wiki Catalog (ไทย)

**Systems Analysis Wiki** ทำหน้าที่เป็นแหล่งข้อมูลและคู่มืออ้างอิงสำหรับนักวิจัย นักศึกษา และผู้เชี่ยวชาญในสาขาต่างๆ

**สำคัญ!** ในปัจจุบัน **Systems Analysis Wiki** อยู่ในโหมดทดลองและอยู่ระหว่างการจัดทำ แนะนำให้ศึกษาทำความรู้จัก

## แนวทางเชิงระบบ

- [แนวทางเชิงระบบ](https://systems-analysis.info/int/Systems_approach_%E2%80%94_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems approach — แนวทางเชิงระบบ")
- [ทฤษฎีระบบ](https://systems-analysis.info/int/Systems_theory_%E2%80%94_%E0%B8%97%E0%B8%A4%E0%B8%A9%E0%B8%8E%E0%B8%B5%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems theory — ทฤษฎีระบบ")
- [การวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Systems_analysis_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems analysis — การวิเคราะห์เชิงระบบ")
- [การวิเคราะห์ระบบในด้าน IT](https://systems-analysis.info/int/Systems_analysis_in_IT_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B9%83%E0%B8%99%E0%B8%94%E0%B9%89%E0%B8%B2%E0%B8%99_IT "Systems analysis in IT — การวิเคราะห์ระบบในด้าน IT")
- [พัฒนาการของแนวคิดเชิงระบบ](https://systems-analysis.info/int/History_of_the_systems_approach_%E2%80%94_%E0%B8%9E%E0%B8%B1%E0%B8%92%E0%B8%99%E0%B8%B2%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%84%E0%B8%B4%E0%B8%94%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "History of the systems approach — พัฒนาการของแนวคิดเชิงระบบ")
- [ระเบียบวิธีการวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Systems_analysis_methodology_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%9A%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems analysis methodology — ระเบียบวิธีการวิเคราะห์เชิงระบบ")
- [วิธีการคลาสสิกของการวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Classical_methodologies_of_systems_analysis_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%84%E0%B8%A5%E0%B8%B2%E0%B8%AA%E0%B8%AA%E0%B8%B4%E0%B8%81%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Classical methodologies of systems analysis — วิธีการคลาสสิกของการวิเคราะห์เชิงระบบ")
- [รากฐานแนวคิดของระบบ](https://systems-analysis.info/int/Conceptual_foundations_of_systems_%E2%80%94_%E0%B8%A3%E0%B8%B2%E0%B8%81%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%84%E0%B8%B4%E0%B8%94%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Conceptual foundations of systems — รากฐานแนวคิดของระบบ")
- [แนวคิดพื้นฐานของการวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Core_concepts_of_systems_analysis_%E2%80%94_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%84%E0%B8%B4%E0%B8%94%E0%B8%9E%E0%B8%B7%E0%B9%89%E0%B8%99%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Core concepts of systems analysis — แนวคิดพื้นฐานของการวิเคราะห์เชิงระบบ")
- [การคิดเชิงระบบ](https://systems-analysis.info/int/Systems_thinking_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%84%E0%B8%B4%E0%B8%94%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems thinking — การคิดเชิงระบบ")
- [ระบบ](https://systems-analysis.info/int/System_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System — ระบบ")
- [แนวคิดของระบบ](https://systems-analysis.info/int/Concept_of_a_system_%E2%80%94_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%84%E0%B8%B4%E0%B8%94%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Concept of a system — แนวคิดของระบบ")
- [นิยามของระบบ](https://systems-analysis.info/int/Definitions_of_a_system_%E2%80%94_%E0%B8%99%E0%B8%B4%E0%B8%A2%E0%B8%B2%E0%B8%A1%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Definitions of a system — นิยามของระบบ")
- [ความเป็นระบบ](https://systems-analysis.info/int/Systemness_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%9B%E0%B9%87%E0%B8%99%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systemness — ความเป็นระบบ")
- [สรรพสิ่งเชิงระบบ](https://systems-analysis.info/int/Systems_holism_%E2%80%94_%E0%B8%AA%E0%B8%A3%E0%B8%A3%E0%B8%9E%E0%B8%AA%E0%B8%B4%E0%B9%88%E0%B8%87%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems holism — สรรพสิ่งเชิงระบบ")
- [ความสมบูรณ์เชิงระบบ](https://systems-analysis.info/int/System_integrity_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%AA%E0%B8%A1%E0%B8%9A%E0%B8%B9%E0%B8%A3%E0%B8%93%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System integrity — ความสมบูรณ์เชิงระบบ")
- [คุณสมบัติของระบบ](https://systems-analysis.info/int/Properties_of_systems_%E2%80%94_%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%AA%E0%B8%A1%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Properties of systems — คุณสมบัติของระบบ")
- [ความสม่ำเสมอของระบบ](https://systems-analysis.info/int/Regularities_of_systems_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%AA%E0%B8%A1%E0%B9%88%E0%B8%B3%E0%B9%80%E0%B8%AA%E0%B8%A1%E0%B8%AD%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Regularities of systems — ความสม่ำเสมอของระบบ")
- [โครงสร้างของระบบ](https://systems-analysis.info/int/System_structure_%E2%80%94_%E0%B9%82%E0%B8%84%E0%B8%A3%E0%B8%87%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System structure — โครงสร้างของระบบ")
- [การจัดโครงสร้างระบบ](https://systems-analysis.info/int/System_structuring_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B1%E0%B8%94%E0%B9%82%E0%B8%84%E0%B8%A3%E0%B8%87%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System structuring — การจัดโครงสร้างระบบ")
- [ลำดับชั้น](https://systems-analysis.info/int/Hierarchy_%E2%80%94_%E0%B8%A5%E0%B8%B3%E0%B8%94%E0%B8%B1%E0%B8%9A%E0%B8%8A%E0%B8%B1%E0%B9%89%E0%B8%99 "Hierarchy — ลำดับชั้น")
- [ความสัมพันธ์ในระบบ](https://systems-analysis.info/int/Connections_in_systems_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%AA%E0%B8%B1%E0%B8%A1%E0%B8%9E%E0%B8%B1%E0%B8%99%E0%B8%98%E0%B9%8C%E0%B9%83%E0%B8%99%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Connections in systems — ความสัมพันธ์ในระบบ")
- [ขอบเขตของระบบ](https://systems-analysis.info/int/System_boundary_%E2%80%94_%E0%B8%82%E0%B8%AD%E0%B8%9A%E0%B9%80%E0%B8%82%E0%B8%95%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System boundary — ขอบเขตของระบบ")
- [การเกิดขึ้นของคุณสมบัติใหม่](https://systems-analysis.info/int/Emergence_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%81%E0%B8%B4%E0%B8%94%E0%B8%82%E0%B8%B6%E0%B9%89%E0%B8%99%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%AA%E0%B8%A1%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B9%83%E0%B8%AB%E0%B8%A1%E0%B9%88 "Emergence — การเกิดขึ้นของคุณสมบัติใหม่")
- [สมดุลของระบบ](https://systems-analysis.info/int/System_equilibrium_%E2%80%94_%E0%B8%AA%E0%B8%A1%E0%B8%94%E0%B8%B8%E0%B8%A5%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System equilibrium — สมดุลของระบบ")
- [สภาพแวดล้อมของระบบ](https://systems-analysis.info/int/System_environment_%E2%80%94_%E0%B8%AA%E0%B8%A0%E0%B8%B2%E0%B8%9E%E0%B9%81%E0%B8%A7%E0%B8%94%E0%B8%A5%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System environment — สภาพแวดล้อมของระบบ")
- [องค์ประกอบของระบบ](https://systems-analysis.info/int/System_element_%E2%80%94_%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%81%E0%B8%AD%E0%B8%9A%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System element — องค์ประกอบของระบบ")
- [เป้าหมาย](https://systems-analysis.info/int/Goal_%E2%80%94_%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2 "Goal — เป้าหมาย")
- [เป้าหมายในการวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Goal_(systems_analysis)_%E2%80%94_%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2%E0%B9%83%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Goal (systems analysis) — เป้าหมายในการวิเคราะห์เชิงระบบ")
- [ฟังก์ชัน](https://systems-analysis.info/int/Function_%E2%80%94_%E0%B8%9F%E0%B8%B1%E0%B8%87%E0%B8%81%E0%B9%8C%E0%B8%8A%E0%B8%B1%E0%B8%99 "Function — ฟังก์ชัน")
- [กิจกรรมที่มีเป้าหมาย](https://systems-analysis.info/int/Activity_%E2%80%94_%E0%B8%81%E0%B8%B4%E0%B8%88%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%A1%E0%B8%B5%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2 "Activity — กิจกรรมที่มีเป้าหมาย")
- [ปัญหา](https://systems-analysis.info/int/Problem_%E2%80%94_%E0%B8%9B%E0%B8%B1%E0%B8%8D%E0%B8%AB%E0%B8%B2 "Problem — ปัญหา")
- [ปัญหาในบริบทของการวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Problem_in_the_context_of_systems_analysis_%E2%80%94_%E0%B8%9B%E0%B8%B1%E0%B8%8D%E0%B8%AB%E0%B8%B2%E0%B9%83%E0%B8%99%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%9A%E0%B8%97%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Problem in the context of systems analysis — ปัญหาในบริบทของการวิเคราะห์เชิงระบบ")
- [การตั้งเป้าหมาย](https://systems-analysis.info/int/Goal_setting_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B9%89%E0%B8%87%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2 "Goal setting — การตั้งเป้าหมาย")
- [กระบวนการ](https://systems-analysis.info/int/Process_%E2%80%94_%E0%B8%81%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%A7%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3 "Process — กระบวนการ")
- [กระบวนการสร้างแบบจำลอง](https://systems-analysis.info/int/Modeling_process_%E2%80%94_%E0%B8%81%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%A7%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87 "Modeling process — กระบวนการสร้างแบบจำลอง")
- [การสร้างแบบจำลอง](https://systems-analysis.info/int/Modeling_(scientific)_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87 "Modeling (scientific) — การสร้างแบบจำลอง")
- [แบบจำลอง](https://systems-analysis.info/int/Model_%E2%80%94_%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87 "Model — แบบจำลอง")
- [แบบจำลองระบบ](https://systems-analysis.info/int/System_model_%E2%80%94_%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System model — แบบจำลองระบบ")
- [แบบจำลองในอุดมคติและแบบจำลองทางวัตถุ](https://systems-analysis.info/int/Ideal_and_material_models_%E2%80%94_%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B9%83%E0%B8%99%E0%B8%AD%E0%B8%B8%E0%B8%94%E0%B8%A1%E0%B8%84%E0%B8%95%E0%B8%B4%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%A7%E0%B8%B1%E0%B8%95%E0%B8%96%E0%B8%B8 "Ideal and material models — แบบจำลองในอุดมคติและแบบจำลองทางวัตถุ")
- [การสร้างรูปแบบเชิงรูปนัยของแบบจำลองระบบ](https://systems-analysis.info/int/Formalization_of_system_models_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B8%A3%E0%B8%B9%E0%B8%9B%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B9%E0%B8%9B%E0%B8%99%E0%B8%B1%E0%B8%A2%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Formalization of system models — การสร้างรูปแบบเชิงรูปนัยของแบบจำลองระบบ")
- [ภาษาการอธิบายระบบ](https://systems-analysis.info/int/Languages_for_system_description_%E2%80%94_%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AD%E0%B8%98%E0%B8%B4%E0%B8%9A%E0%B8%B2%E0%B8%A2%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Languages for system description — ภาษาการอธิบายระบบ")
- [การสลายตัวของระบบ](https://systems-analysis.info/int/Decomposition_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AA%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Decomposition — การสลายตัวของระบบ")
- [ระบบย่อย](https://systems-analysis.info/int/Subsystem_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B8%A2%E0%B9%88%E0%B8%AD%E0%B8%A2 "Subsystem — ระบบย่อย")
- [อินพุตและเอาต์พุต](https://systems-analysis.info/int/Inputs_and_outputs_(systems_theory)_%E2%80%94_%E0%B8%AD%E0%B8%B4%E0%B8%99%E0%B8%9E%E0%B8%B8%E0%B8%95%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B9%80%E0%B8%AD%E0%B8%B2%E0%B8%95%E0%B9%8C%E0%B8%9E%E0%B8%B8%E0%B8%95 "Inputs and outputs (systems theory) — อินพุตและเอาต์พุต")
- [สถานะของระบบ](https://systems-analysis.info/int/System_state_%E2%80%94_%E0%B8%AA%E0%B8%96%E0%B8%B2%E0%B8%99%E0%B8%B0%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System state — สถานะของระบบ")
- [พฤติกรรมของระบบ](https://systems-analysis.info/int/System_behavior_%E2%80%94_%E0%B8%9E%E0%B8%A4%E0%B8%95%E0%B8%B4%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System behavior — พฤติกรรมของระบบ")
- [พลวัตเชิงระบบ](https://systems-analysis.info/int/System_dynamics_%E2%80%94_%E0%B8%9E%E0%B8%A5%E0%B8%A7%E0%B8%B1%E0%B8%95%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System dynamics — พลวัตเชิงระบบ")
- [ความซับซ้อนเชิงระบบ](https://systems-analysis.info/int/System_complexity_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%8B%E0%B8%B1%E0%B8%9A%E0%B8%8B%E0%B9%89%E0%B8%AD%E0%B8%99%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System complexity — ความซับซ้อนเชิงระบบ")
- [ระบบการจัดระเบียบตนเอง](https://systems-analysis.info/int/Self-organizing_systems_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B1%E0%B8%94%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%9A%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B8%95%E0%B8%99%E0%B9%80%E0%B8%AD%E0%B8%87 "Self-organizing systems — ระบบการจัดระเบียบตนเอง")
- [เมตาระบบ](https://systems-analysis.info/int/Metasystem_%E2%80%94_%E0%B9%80%E0%B8%A1%E0%B8%95%E0%B8%B2%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Metasystem — เมตาระบบ")
- [การพัฒนาระบบ](https://systems-analysis.info/int/System_development_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9E%E0%B8%B1%E0%B8%92%E0%B8%99%E0%B8%B2%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System development — การพัฒนาระบบ")
- [ระบบเปิด](https://systems-analysis.info/int/Open_system_(systems_theory)_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%9B%E0%B8%B4%E0%B8%94 "Open system (systems theory) — ระบบเปิด")
- [ระบบปิด](https://systems-analysis.info/int/Closed_system_(systems_theory)_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B8%9B%E0%B8%B4%E0%B8%94 "Closed system (systems theory) — ระบบปิด")
- [ความเสถียรของระบบ](https://systems-analysis.info/int/System_stability_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%AA%E0%B8%96%E0%B8%B5%E0%B8%A2%E0%B8%A3%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System stability — ความเสถียรของระบบ")
- [ความสามารถในการปรับตัวของระบบ](https://systems-analysis.info/int/System_adaptability_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%AA%E0%B8%B2%E0%B8%A1%E0%B8%B2%E0%B8%A3%E0%B8%96%E0%B9%83%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System adaptability — ความสามารถในการปรับตัวของระบบ")
- [ผลป้อนกลับ](https://systems-analysis.info/int/Feedback_(systems)_%E2%80%94_%E0%B8%9C%E0%B8%A5%E0%B8%9B%E0%B9%89%E0%B8%AD%E0%B8%99%E0%B8%81%E0%B8%A5%E0%B8%B1%E0%B8%9A "Feedback (systems) — ผลป้อนกลับ")
- [โฮมีโอสตาซิส](https://systems-analysis.info/int/Homeostasis_%E2%80%94_%E0%B9%82%E0%B8%AE%E0%B8%A1%E0%B8%B5%E0%B9%82%E0%B8%AD%E0%B8%AA%E0%B8%95%E0%B8%B2%E0%B8%8B%E0%B8%B4%E0%B8%AA "Homeostasis — โฮมีโอสตาซิส")
- [คุณสมบัติเชิงพลวัต](https://systems-analysis.info/int/Dynamic_properties_%E2%80%94_%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%AA%E0%B8%A1%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%9E%E0%B8%A5%E0%B8%A7%E0%B8%B1%E0%B8%95 "Dynamic properties — คุณสมบัติเชิงพลวัต")
- [อิควิไฟนาลิตี้](https://systems-analysis.info/int/Equifinality_%E2%80%94_%E0%B8%AD%E0%B8%B4%E0%B8%84%E0%B8%A7%E0%B8%B4%E0%B9%84%E0%B8%9F%E0%B8%99%E0%B8%B2%E0%B8%A5%E0%B8%B4%E0%B8%95%E0%B8%B5%E0%B9%89 "Equifinality — อิควิไฟนาลิตี้")
- Uncertainty in a System
- [กล่องดำ](https://systems-analysis.info/int/Black_box_%E2%80%94_%E0%B8%81%E0%B8%A5%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%94%E0%B8%B3 "Black box — กล่องดำ")
- [ผู้สังเกตการณ์ในแนวทางระบบ](https://systems-analysis.info/int/Observer_in_the_systems_approach_%E2%80%94_%E0%B8%9C%E0%B8%B9%E0%B9%89%E0%B8%AA%E0%B8%B1%E0%B8%87%E0%B9%80%E0%B8%81%E0%B8%95%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%93%E0%B9%8C%E0%B9%83%E0%B8%99%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Observer in the systems approach — ผู้สังเกตการณ์ในแนวทางระบบ")
- [ความเป็นวัตถุวิสัยและความเป็นอัตวิสัยในการวิเคราะห์เชิงระบบ](https://systems-analysis.info/int/Objective_and_subjective_in_systems_analysis_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%9B%E0%B9%87%E0%B8%99%E0%B8%A7%E0%B8%B1%E0%B8%95%E0%B8%96%E0%B8%B8%E0%B8%A7%E0%B8%B4%E0%B8%AA%E0%B8%B1%E0%B8%A2%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%9B%E0%B9%87%E0%B8%99%E0%B8%AD%E0%B8%B1%E0%B8%95%E0%B8%A7%E0%B8%B4%E0%B8%AA%E0%B8%B1%E0%B8%A2%E0%B9%83%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Objective and subjective in systems analysis — ความเป็นวัตถุวิสัยและความเป็นอัตวิสัยในการวิเคราะห์เชิงระบบ")
- [การจำแนกประเภทวิธีการสร้างแบบจำลองระบบ](https://systems-analysis.info/int/Classification_of_system_modeling_methods_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B3%E0%B9%81%E0%B8%99%E0%B8%81%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A0%E0%B8%97%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Classification of system modeling methods — การจำแนกประเภทวิธีการสร้างแบบจำลองระบบ")
- [การจำแนกประเภทของระบบ](https://systems-analysis.info/int/Classification_of_systems_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B3%E0%B9%81%E0%B8%99%E0%B8%81%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A0%E0%B8%97%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Classification of systems — การจำแนกประเภทของระบบ")
- Classifications of System Modeling Methods
- [แนวคิดพื้นฐานของแนวทางเชิงระบบ](https://systems-analysis.info/int/Core_concepts_of_systems_approach_%E2%80%94_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%84%E0%B8%B4%E0%B8%94%E0%B8%9E%E0%B8%B7%E0%B9%89%E0%B8%99%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Core concepts of systems approach — แนวคิดพื้นฐานของแนวทางเชิงระบบ")
- Systems Research. Yearbook
- Literature on the Systems Approach
- Literature on Systems Analysis
- Systems Approach. Section Catalog

## โมเดลภาษาขนาดใหญ่ (LLM)

- [โมเดลภาษาขนาดใหญ่](https://systems-analysis.info/int/Large_language_model_%E2%80%94_%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88 "Large language model — โมเดลภาษาขนาดใหญ่")
- [รากฐานทางทฤษฎีของ LLM](https://systems-analysis.info/int/Theoretical_foundations_of_large_language_models_%E2%80%94_%E0%B8%A3%E0%B8%B2%E0%B8%81%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%97%E0%B8%A4%E0%B8%A9%E0%B8%8E%E0%B8%B5%E0%B8%82%E0%B8%AD%E0%B8%87_LLM "Theoretical foundations of large language models — รากฐานทางทฤษฎีของ LLM")
- [สถาปัตยกรรมของโมเดลภาษาขนาดใหญ่](https://systems-analysis.info/int/Large_language_model_architectures_%E2%80%94_%E0%B8%AA%E0%B8%96%E0%B8%B2%E0%B8%9B%E0%B8%B1%E0%B8%95%E0%B8%A2%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88 "Large language model architectures — สถาปัตยกรรมของโมเดลภาษาขนาดใหญ่")
- [สถาปัตยกรรม Transformer](https://systems-analysis.info/int/Transformer_architecture_%E2%80%94_%E0%B8%AA%E0%B8%96%E0%B8%B2%E0%B8%9B%E0%B8%B1%E0%B8%95%E0%B8%A2%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1_Transformer "Transformer architecture — สถาปัตยกรรม Transformer")
- [Encoder (Transformer)](https://systems-analysis.info/int/Encoder_(Transformer)_(TH) "Encoder (Transformer) (TH)")
- Decoder
- Encoder-only
- Decoder-only
- Encoder-Decoder
- [Tokenization (NLP)](https://systems-analysis.info/int/Tokenization_(NLP)_(TH) "Tokenization (NLP) (TH)")
- [Token (LLM)](https://systems-analysis.info/int/Token_(LLM)_(TH) "Token (LLM) (TH)")
- [Embedding (NLP)](https://systems-analysis.info/int/Embedding_(NLP)_(TH) "Embedding (NLP) (TH)")
- [หน้าต่างบริบทใน LLM](https://systems-analysis.info/int/Context_window_%E2%80%94_%E0%B8%AB%E0%B8%99%E0%B9%89%E0%B8%B2%E0%B8%95%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%9A%E0%B8%97%E0%B9%83%E0%B8%99_LLM "Context window — หน้าต่างบริบทใน LLM")
- [การฝึกอบรมโมเดลภาษาขนาดใหญ่](https://systems-analysis.info/int/Training_large_language_models_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9D%E0%B8%B6%E0%B8%81%E0%B8%AD%E0%B8%9A%E0%B8%A3%E0%B8%A1%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88 "Training large language models — การฝึกอบรมโมเดลภาษาขนาดใหญ่")
- [การเรียนรู้เบื้องต้น](https://systems-analysis.info/int/Pre-training_of_large_language_models_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A3%E0%B8%B5%E0%B8%A2%E0%B8%99%E0%B8%A3%E0%B8%B9%E0%B9%89%E0%B9%80%E0%B8%9A%E0%B8%B7%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%95%E0%B9%89%E0%B8%99 "Pre-training of large language models — การเรียนรู้เบื้องต้น")
- [Fine-tuning (deep learning)](https://systems-analysis.info/int/Fine-tuning_(deep_learning)_(TH) "Fine-tuning (deep learning) (TH)")
- [In-Context Learning](https://systems-analysis.info/int/In-Context_Learning_(TH) "In-Context Learning (TH)")
- [Top-p sampling](https://systems-analysis.info/int/Top-p_sampling_(TH) "Top-p sampling (TH)")
- [Top-k sampling](https://systems-analysis.info/int/Top-k_sampling_(TH) "Top-k sampling (TH)")
- [Temperature (LLM)](https://systems-analysis.info/int/Temperature_(LLM)_(TH) "Temperature (LLM) (TH)")
- [ภาพหลอนและคำตอบที่ไม่ถูกต้องของ LLM](https://systems-analysis.info/int/LLM_hallucinations_%E2%80%94_%E0%B8%A0%E0%B8%B2%E0%B8%9E%E0%B8%AB%E0%B8%A5%E0%B8%AD%E0%B8%99%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%84%E0%B8%B3%E0%B8%95%E0%B8%AD%E0%B8%9A%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%96%E0%B8%B9%E0%B8%81%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%82%E0%B8%AD%E0%B8%87_LLM "LLM hallucinations — ภาพหลอนและคำตอบที่ไม่ถูกต้องของ LLM")
- [ความเอนเอียงและอคติใน LLM](https://systems-analysis.info/int/Bias_in_large_language_models_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%AD%E0%B8%99%E0%B9%80%E0%B8%AD%E0%B8%B5%E0%B8%A2%E0%B8%87%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%AD%E0%B8%84%E0%B8%95%E0%B8%B4%E0%B9%83%E0%B8%99_LLM "Bias in large language models — ความเอนเอียงและอคติใน LLM")
- [การลืมบริบทในโมเดลภาษาขนาดใหญ่](https://systems-analysis.info/int/Contextual_forgetting_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A5%E0%B8%B7%E0%B8%A1%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%9A%E0%B8%97%E0%B9%83%E0%B8%99%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88 "Contextual forgetting — การลืมบริบทในโมเดลภาษาขนาดใหญ่")
- [Generation bias (LLM)](https://systems-analysis.info/int/Generation_bias_(LLM)_(TH) "Generation bias (LLM) (TH)")
- [Mixture-of-Experts (MoE)](https://systems-analysis.info/int/Mixture-of-Experts_(MoE)_(TH) "Mixture-of-Experts (MoE) (TH)")
- [การลดข้อผิดพลาดใน LLM](https://systems-analysis.info/int/LLM_error_mitigation_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A5%E0%B8%94%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%9C%E0%B8%B4%E0%B8%94%E0%B8%9E%E0%B8%A5%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%99_LLM "LLM error mitigation — การลดข้อผิดพลาดใน LLM")
- [การปรับปรุงประสิทธิภาพต้นทุนการใช้งาน LLM](https://systems-analysis.info/int/LLM_cost_optimization_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%9B%E0%B8%A3%E0%B8%B8%E0%B8%87%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%AA%E0%B8%B4%E0%B8%97%E0%B8%98%E0%B8%B4%E0%B8%A0%E0%B8%B2%E0%B8%9E%E0%B8%95%E0%B9%89%E0%B8%99%E0%B8%97%E0%B8%B8%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B8%87%E0%B8%B2%E0%B8%99_LLM "LLM cost optimization — การปรับปรุงประสิทธิภาพต้นทุนการใช้งาน LLM")
- [โมเดลแบบเปิดและปิดน้ำหนัก](https://systems-analysis.info/int/Open-weight_and_closed-weight_models_%E2%80%94_%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%9B%E0%B8%B4%E0%B8%94%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%9B%E0%B8%B4%E0%B8%94%E0%B8%99%E0%B9%89%E0%B8%B3%E0%B8%AB%E0%B8%99%E0%B8%B1%E0%B8%81 "Open-weight and closed-weight models — โมเดลแบบเปิดและปิดน้ำหนัก")
- Constitutional AI
- [ปัญญาประดิษฐ์ที่อธิบายได้](https://systems-analysis.info/int/Explainable_AI_%E2%80%94_%E0%B8%9B%E0%B8%B1%E0%B8%8D%E0%B8%8D%E0%B8%B2%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%94%E0%B8%B4%E0%B8%A9%E0%B8%90%E0%B9%8C%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AD%E0%B8%98%E0%B8%B4%E0%B8%9A%E0%B8%B2%E0%B8%A2%E0%B9%84%E0%B8%94%E0%B9%89 "Explainable AI — ปัญญาประดิษฐ์ที่อธิบายได้")
- [Reinforcement learning from human feedback (RLHF)](https://systems-analysis.info/int/Reinforcement_learning_from_human_feedback_(RLHF)_(TH) "Reinforcement learning from human feedback (RLHF) (TH)")
- [Direct Preference Optimization (DPO)](https://systems-analysis.info/int/Direct_Preference_Optimization_(DPO)_(TH) "Direct Preference Optimization (DPO) (TH)")
- [Low-Rank Adaptation (LoRA)](https://systems-analysis.info/int/Low-Rank_Adaptation_(LoRA)_(TH) "Low-Rank Adaptation (LoRA) (TH)")
- [PEFT (Parameter-Efficient Fine-Tuning)](https://systems-analysis.info/int/PEFT_(Parameter-Efficient_Fine-Tuning)_(TH) "PEFT (Parameter-Efficient Fine-Tuning) (TH)")
- [ฐานข้อมูลเวกเตอร์](https://systems-analysis.info/int/Vector_database_%E2%80%94_%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B9%80%E0%B8%A7%E0%B8%81%E0%B9%80%E0%B8%95%E0%B8%AD%E0%B8%A3%E0%B9%8C "Vector database — ฐานข้อมูลเวกเตอร์")
- [โมเดลภาษาขนาดใหญ่แบบหลายโหมด](https://systems-analysis.info/int/Multimodal_large_language_models_%E2%80%94_%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B9%82%E0%B8%AB%E0%B8%A1%E0%B8%94 "Multimodal large language models — โมเดลภาษาขนาดใหญ่แบบหลายโหมด")
- [Jailbreaks (LLM)](https://systems-analysis.info/int/Jailbreaks_(LLM)_(TH) "Jailbreaks (LLM) (TH)")
- [FlashAttention](https://systems-analysis.info/int/FlashAttention_(TH) "FlashAttention (TH)")
- [FlashAttention-2](https://systems-analysis.info/int/FlashAttention-2_(TH) "FlashAttention-2 (TH)")
- [FlashAttention-3](https://systems-analysis.info/int/FlashAttention-3_(TH) "FlashAttention-3 (TH)")
- [Stop sequences (language models)](https://systems-analysis.info/int/Stop_sequences_(language_models)_(TH) "Stop sequences (language models) (TH)")
- [Synthetic data generation](https://systems-analysis.info/int/Synthetic_data_generation_(TH) "Synthetic data generation (TH)")
- [การใช้เหตุผลแบบหลายโมดัล](https://systems-analysis.info/int/Multimodal_reasoning_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B9%80%E0%B8%AB%E0%B8%95%E0%B8%B8%E0%B8%9C%E0%B8%A5%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B9%82%E0%B8%A1%E0%B8%94%E0%B8%B1%E0%B8%A5 "Multimodal reasoning — การใช้เหตุผลแบบหลายโมดัล")
- [นกแก้วสุ่มตัวอย่าง](https://systems-analysis.info/int/Stochastic_parrot_%E2%80%94_%E0%B8%99%E0%B8%81%E0%B9%81%E0%B8%81%E0%B9%89%E0%B8%A7%E0%B8%AA%E0%B8%B8%E0%B9%88%E0%B8%A1%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87 "Stochastic parrot — นกแก้วสุ่มตัวอย่าง")
- Large Language Models. Section Catalog

## สารบัญโมเดลภาษาขนาดใหญ่ (LLM)

- [T5 (Text-to-Text Transfer Transformer)](https://systems-analysis.info/int/T5_(Text-to-Text_Transfer_Transformer)_(TH) "T5 (Text-to-Text Transfer Transformer) (TH)")
- [LaMDA (Google)](https://systems-analysis.info/int/LaMDA_(Google)_(TH) "LaMDA (Google) (TH)")
- [PaLM (Pathways Language Model)](https://systems-analysis.info/int/PaLM_(Pathways_Language_Model)_(TH) "PaLM (Pathways Language Model) (TH)")
- [BERT (language model)](https://systems-analysis.info/int/BERT_(language_model)_(TH) "BERT (language model) (TH)")
- [Chinchilla (language model)](https://systems-analysis.info/int/Chinchilla_(language_model)_(TH) "Chinchilla (language model) (TH)")
- Huawei PanGu
- [IBM Granite (language model)](https://systems-analysis.info/int/IBM_Granite_(language_model)_(TH) "IBM Granite (language model) (TH)")
- [BLOOM (language model)](https://systems-analysis.info/int/BLOOM_(language_model)_(TH) "BLOOM (language model) (TH)")
- [Mixtral (Mistral AI)](https://systems-analysis.info/int/Mixtral_(Mistral_AI)_(TH) "Mixtral (Mistral AI) (TH)")
- [DBRX (language model)](https://systems-analysis.info/int/DBRX_(language_model)_(TH) "DBRX (language model) (TH)")
- [GPT (OpenAI)](https://systems-analysis.info/int/GPT_(OpenAI)_(TH) "GPT (OpenAI) (TH)")
- [Claude (Anthropic)](https://systems-analysis.info/int/Claude_(Anthropic)_(TH) "Claude (Anthropic) (TH)")
- [Gemma (Google)](https://systems-analysis.info/int/Gemma_(Google)_(TH) "Gemma (Google) (TH)")
- [Gemini (Google)](https://systems-analysis.info/int/Gemini_(Google)_(TH) "Gemini (Google) (TH)")
- [LLaMA (Meta AI)](https://systems-analysis.info/int/LLaMA_(Meta_AI)_(TH) "LLaMA (Meta AI) (TH)")
- [Mistral AI](https://systems-analysis.info/int/Mistral_AI_(TH) "Mistral AI (TH)")
- [DeepSeek](https://systems-analysis.info/int/DeepSeek_(TH) "DeepSeek (TH)")
- [Grok (xAI)](https://systems-analysis.info/int/Grok_(xAI)_(TH) "Grok (xAI) (TH)")
- Qwen
- [Phi (Microsoft)](https://systems-analysis.info/int/Phi_(Microsoft)_(TH) "Phi (Microsoft) (TH)")
- [Jais (language model)](https://systems-analysis.info/int/Jais_(language_model)_(TH) "Jais (language model) (TH)")
- [Jamba (language model)](https://systems-analysis.info/int/Jamba_(language_model)_(TH) "Jamba (language model) (TH)")
- [Cohere Inc.](https://systems-analysis.info/int/Cohere_Inc._(TH) "Cohere Inc. (TH)")
- Falcon
- [Perplexity AI](https://systems-analysis.info/int/Perplexity_AI_(TH) "Perplexity AI (TH)")
- [YandexGPT (language model)](https://systems-analysis.info/int/YandexGPT_(language_model)_(TH) "YandexGPT (language model) (TH)")
- [Hugging Face](https://systems-analysis.info/int/Hugging_Face_(TH) "Hugging Face (TH)")
- [โมเดลภาษาขนาดใหญ่ของ OpenAI](https://systems-analysis.info/int/OpenAI%27s_large_language_models_%E2%80%94_%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%A0%E0%B8%B2%E0%B8%A9%E0%B8%B2%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88%E0%B8%82%E0%B8%AD%E0%B8%87_OpenAI "OpenAI's large language models — โมเดลภาษาขนาดใหญ่ของ OpenAI")
- Google Large Language Models
- Large Language Models. Model Catalog

## Prompt Engineering - วิศวกรรม Prompt (LLM)

- [Prompt (language models)](https://systems-analysis.info/int/Prompt_(language_models)_(TH) "Prompt (language models) (TH)")
- Prompt Engineering
- [พรอมต์และบริบท](https://systems-analysis.info/int/Prompt_and_context_%E2%80%94_%E0%B8%9E%E0%B8%A3%E0%B8%AD%E0%B8%A1%E0%B8%95%E0%B9%8C%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%9A%E0%B8%97 "Prompt and context — พรอมต์และบริบท")
- [เทคนิคพื้นฐานของ Prompt Engineering](https://systems-analysis.info/int/Core_prompt_engineering_techniques_%E2%80%94_%E0%B9%80%E0%B8%97%E0%B8%84%E0%B8%99%E0%B8%B4%E0%B8%84%E0%B8%9E%E0%B8%B7%E0%B9%89%E0%B8%99%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%82%E0%B8%AD%E0%B8%87_Prompt_Engineering "Core prompt engineering techniques — เทคนิคพื้นฐานของ Prompt Engineering")
- [Retrieval-augmented generation (RAG)](https://systems-analysis.info/int/Retrieval-augmented_generation_(RAG)_(TH) "Retrieval-augmented generation (RAG) (TH)")
- Chain-of-Thought Prompting
- [การเรียนรู้แบบมีตัวอย่างน้อยและไม่มีตัวอย่าง](https://systems-analysis.info/int/Few-Shot_and_Zero-Shot_Learning_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A3%E0%B8%B5%E0%B8%A2%E0%B8%99%E0%B8%A3%E0%B8%B9%E0%B9%89%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%A1%E0%B8%B5%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%99%E0%B9%89%E0%B8%AD%E0%B8%A2%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%A1%E0%B8%B5%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87 "Few-Shot and Zero-Shot Learning — การเรียนรู้แบบมีตัวอย่างน้อยและไม่มีตัวอย่าง")
- [Role Prompting](https://systems-analysis.info/int/Role_Prompting_(TH) "Role Prompting (TH)")
- [Tree of Thoughts (ToT)](https://systems-analysis.info/int/Tree_of_Thoughts_(ToT)_(TH) "Tree of Thoughts (ToT) (TH)")
- [Self-Refine Prompting](https://systems-analysis.info/int/Self-Refine_Prompting_(TH) "Self-Refine Prompting (TH)")
- [Self-consistency prompting](https://systems-analysis.info/int/Self-consistency_prompting_(TH) "Self-consistency prompting (TH)")
- [Meta Prompting](https://systems-analysis.info/int/Meta_Prompting_(TH) "Meta Prompting (TH)")
- [Multi-agent prompting](https://systems-analysis.info/int/Multi-agent_prompting_(TH) "Multi-agent prompting (TH)")
- [การบีบอัด prompt](https://systems-analysis.info/int/Prompt_compression_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9A%E0%B8%B5%E0%B8%9A%E0%B8%AD%E0%B8%B1%E0%B8%94_prompt "Prompt compression — การบีบอัด prompt")
- [Program of Thoughts Prompting](https://systems-analysis.info/int/Program_of_Thoughts_Prompting_(TH) "Program of Thoughts Prompting (TH)")
- [Generated Knowledge Prompting](https://systems-analysis.info/int/Generated_Knowledge_Prompting_(TH) "Generated Knowledge Prompting (TH)")
- [Multimodal CoT Prompting](https://systems-analysis.info/int/Multimodal_CoT_Prompting_(TH) "Multimodal CoT Prompting (TH)")
- [Graph of Thoughts](https://systems-analysis.info/int/Graph_of_Thoughts_(TH) "Graph of Thoughts (TH)")
- [Chain-of-Verification](https://systems-analysis.info/int/Chain-of-Verification_(TH) "Chain-of-Verification (TH)")
- [Toolformer](https://systems-analysis.info/int/Toolformer_(TH) "Toolformer (TH)")
- [Least-to-most Prompting](https://systems-analysis.info/int/Least-to-most_Prompting_(TH) "Least-to-most Prompting (TH)")
- [Automatic Prompt Engineer (APE)](https://systems-analysis.info/int/Automatic_Prompt_Engineer_(APE)_(TH) "Automatic Prompt Engineer (APE) (TH)")
- [ReAct Prompting](https://systems-analysis.info/int/ReAct_Prompting_(TH) "ReAct Prompting (TH)")
- [Function calling (LLM)](https://systems-analysis.info/int/Function_calling_(LLM)_(TH) "Function calling (LLM) (TH)")
- [RAG patterns](https://systems-analysis.info/int/RAG_patterns_(TH) "RAG patterns (TH)")
- GraphRAG
- [MM-RAG (Multimodal RAG)](https://systems-analysis.info/int/MM-RAG_(Multimodal_RAG)_(TH) "MM-RAG (Multimodal RAG) (TH)")
- [Hypothetical Document Embeddings (HyDE)](https://systems-analysis.info/int/Hypothetical_Document_Embeddings_(HyDE)_(TH) "Hypothetical Document Embeddings (HyDE) (TH)")
- [Hybrid retrieval](https://systems-analysis.info/int/Hybrid_retrieval_(TH) "Hybrid retrieval (TH)")
- Packaging & Context Handling
- Prompt Engineering. Section Catalog

## AI Agent - AI-เอเจนต์ (LLM)

- [AI Agent](https://systems-analysis.info/int/AI_Agent_(TH) "AI Agent (TH)")
- [กระบวนการทำงานแบบเอเจนต์](https://systems-analysis.info/int/Agentic_Workflows_%E2%80%94_%E0%B8%81%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%A7%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%97%E0%B8%B3%E0%B8%87%E0%B8%B2%E0%B8%99%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%AD%E0%B9%80%E0%B8%88%E0%B8%99%E0%B8%95%E0%B9%8C "Agentic Workflows — กระบวนการทำงานแบบเอเจนต์")
- [เฟรมเวิร์กหลายตัวแทน](https://systems-analysis.info/int/Multi-agent_frameworks_%E2%80%94_%E0%B9%80%E0%B8%9F%E0%B8%A3%E0%B8%A1%E0%B9%80%E0%B8%A7%E0%B8%B4%E0%B8%A3%E0%B9%8C%E0%B8%81%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B9%81%E0%B8%97%E0%B8%99 "Multi-agent frameworks — เฟรมเวิร์กหลายตัวแทน")
- LangChain
- [AutoGPT](https://systems-analysis.info/int/AutoGPT_(TH) "AutoGPT (TH)")
- [Multi-Agent Debate](https://systems-analysis.info/int/Multi-Agent_Debate_(TH) "Multi-Agent Debate (TH)")

## การประเมินและการเปรียบเทียบเชิงวัดผล (LLM)

- [การประเมิน LLM](https://systems-analysis.info/int/LLM_evaluation_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A1%E0%B8%B4%E0%B8%99_LLM "LLM evaluation — การประเมิน LLM")
- [เมตริกคุณภาพ LLM](https://systems-analysis.info/int/LLM_quality_metrics_%E2%80%94_%E0%B9%80%E0%B8%A1%E0%B8%95%E0%B8%A3%E0%B8%B4%E0%B8%81%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%A0%E0%B8%B2%E0%B8%9E_LLM "LLM quality metrics — เมตริกคุณภาพ LLM")
- [Perplexity (metric)](https://systems-analysis.info/int/Perplexity_(metric)_(TH) "Perplexity (metric) (TH)")
- [BLEU (Bilingual Evaluation Understudy)](https://systems-analysis.info/int/BLEU_(Bilingual_Evaluation_Understudy)_(TH) "BLEU (Bilingual Evaluation Understudy) (TH)")
- [ROUGE (metric)](https://systems-analysis.info/int/ROUGE_(metric)_(TH) "ROUGE (metric) (TH)")
- [BERTScore (metric)](https://systems-analysis.info/int/BERTScore_(metric)_(TH) "BERTScore (metric) (TH)")
- [METEOR (metric)](https://systems-analysis.info/int/METEOR_(metric)_(TH) "METEOR (metric) (TH)")
- [MAUVE (metric)](https://systems-analysis.info/int/MAUVE_(metric)_(TH) "MAUVE (metric) (TH)")
- [LLM-as-a-Judge](https://systems-analysis.info/int/LLM-as-a-Judge_(TH) "LLM-as-a-Judge (TH)")

## Benchmark และ Dataset (LLM)

- [เกณฑ์มาตรฐาน LLM](https://systems-analysis.info/int/LLM_benchmarks_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B8%A1%E0%B8%B2%E0%B8%95%E0%B8%A3%E0%B8%90%E0%B8%B2%E0%B8%99_LLM "LLM benchmarks — เกณฑ์มาตรฐาน LLM")
- [MMLU Benchmark](https://systems-analysis.info/int/MMLU_Benchmark_(TH) "MMLU Benchmark (TH)")
- HellaSwag benchmark
- [HumanEval Benchmark](https://systems-analysis.info/int/HumanEval_Benchmark_(TH) "HumanEval Benchmark (TH)")
- [TruthfulQA Benchmark](https://systems-analysis.info/int/TruthfulQA_Benchmark_(TH) "TruthfulQA Benchmark (TH)")
- [MT-Bench (benchmark)](https://systems-analysis.info/int/MT-Bench_(benchmark)_(TH) "MT-Bench (benchmark) (TH)")
- [GLUE Benchmark](https://systems-analysis.info/int/GLUE_Benchmark_(TH) "GLUE Benchmark (TH)")
- [SuperGLUE (benchmark)](https://systems-analysis.info/int/SuperGLUE_(benchmark)_(TH) "SuperGLUE (benchmark) (TH)")
- [Humanity's Last Exam (benchmark)](https://systems-analysis.info/int/Humanity%27s_Last_Exam_(benchmark)_(TH) "Humanity's Last Exam (benchmark) (TH)")
- [GSM8K (Grade School Math 8K)](https://systems-analysis.info/int/GSM8K_(Grade_School_Math_8K)_(TH) "GSM8K (Grade School Math 8K) (TH)")
- [WinoGrande Benchmark](https://systems-analysis.info/int/WinoGrande_Benchmark_(TH) "WinoGrande Benchmark (TH)")
- [AgentHarm](https://systems-analysis.info/int/AgentHarm_(TH) "AgentHarm (TH)")
- [SafetyBench](https://systems-analysis.info/int/SafetyBench_(TH) "SafetyBench (TH)")
- [SWE-bench (benchmark)](https://systems-analysis.info/int/SWE-bench_(benchmark)_(TH) "SWE-bench (benchmark) (TH)")
- [BIG-bench (benchmark)](https://systems-analysis.info/int/BIG-bench_(benchmark)_(TH) "BIG-bench (benchmark) (TH)")
- [MATH Benchmark](https://systems-analysis.info/int/MATH_Benchmark_(TH) "MATH Benchmark (TH)")
- [FLORES-200](https://systems-analysis.info/int/FLORES-200_(TH) "FLORES-200 (TH)")
- [RealToxicityPrompts](https://systems-analysis.info/int/RealToxicityPrompts_(TH) "RealToxicityPrompts (TH)")
- [PromptRobust (benchmark)](https://systems-analysis.info/int/PromptRobust_(benchmark)_(TH) "PromptRobust (benchmark) (TH)")
- [BOLD (Bias in Open-Ended Language Generation Dataset)](https://systems-analysis.info/int/BOLD_(Bias_in_Open-Ended_Language_Generation_Dataset)_(TH) "BOLD (Bias in Open-Ended Language Generation Dataset) (TH)")
- [BBQ (Bias Benchmark for Question Answering)](https://systems-analysis.info/int/BBQ_(Bias_Benchmark_for_Question_Answering)_(TH) "BBQ (Bias Benchmark for Question Answering) (TH)")
- [LMArena (Chatbot Arena)](https://systems-analysis.info/int/LMArena_(Chatbot_Arena)_(TH) "LMArena (Chatbot Arena) (TH)")
- [การจัดอันดับโมเดลด้วย ELO](https://systems-analysis.info/int/Elo_ranking_of_language_models_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B1%E0%B8%94%E0%B8%AD%E0%B8%B1%E0%B8%99%E0%B8%94%E0%B8%B1%E0%B8%9A%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%94%E0%B9%89%E0%B8%A7%E0%B8%A2_ELO "Elo ranking of language models — การจัดอันดับโมเดลด้วย ELO")

## การวิจัยเชิงปฏิบัติการ

- [การวิจัยดำเนินงาน](https://systems-analysis.info/int/Operations_research_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B8%88%E0%B8%B1%E0%B8%A2%E0%B8%94%E0%B8%B3%E0%B9%80%E0%B8%99%E0%B8%B4%E0%B8%99%E0%B8%87%E0%B8%B2%E0%B8%99 "Operations research — การวิจัยดำเนินงาน")
- [พัฒนาการของการวิจัยเชิงปฏิบัติการ](https://systems-analysis.info/int/History_of_operations_research_%E2%80%94_%E0%B8%9E%E0%B8%B1%E0%B8%92%E0%B8%99%E0%B8%B2%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B8%88%E0%B8%B1%E0%B8%A2%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%9B%E0%B8%8F%E0%B8%B4%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B8%81%E0%B8%B2%E0%B8%A3 "History of operations research — พัฒนาการของการวิจัยเชิงปฏิบัติการ")
- [ระเบียบวิธีการวิจัยเชิงปฏิบัติการ](https://systems-analysis.info/int/Operations_research_methodology_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%9A%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B8%88%E0%B8%B1%E0%B8%A2%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%9B%E0%B8%8F%E0%B8%B4%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B8%81%E0%B8%B2%E0%B8%A3 "Operations research methodology — ระเบียบวิธีการวิจัยเชิงปฏิบัติการ")
- [ปฏิบัติการ](https://systems-analysis.info/int/Operation_(operations_research)_%E2%80%94_%E0%B8%9B%E0%B8%8F%E0%B8%B4%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B8%81%E0%B8%B2%E0%B8%A3 "Operation (operations research) — ปฏิบัติการ")
- [การหาค่าเหมาะสม](https://systems-analysis.info/int/Optimization_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AB%E0%B8%B2%E0%B8%84%E0%B9%88%E0%B8%B2%E0%B9%80%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%B0%E0%B8%AA%E0%B8%A1 "Optimization — การหาค่าเหมาะสม")
- [คำตอบที่เหมาะสมที่สุด](https://systems-analysis.info/int/Optimal_solution_(optimization)_%E2%80%94_%E0%B8%84%E0%B8%B3%E0%B8%95%E0%B8%AD%E0%B8%9A%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%80%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%B0%E0%B8%AA%E0%B8%A1%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AA%E0%B8%B8%E0%B8%94 "Optimal solution (optimization) — คำตอบที่เหมาะสมที่สุด")
- [ขอบเขตของคำตอบที่ยอมรับได้](https://systems-analysis.info/int/Feasible_region_%E2%80%94_%E0%B8%82%E0%B8%AD%E0%B8%9A%E0%B9%80%E0%B8%82%E0%B8%95%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B8%B3%E0%B8%95%E0%B8%AD%E0%B8%9A%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%A2%E0%B8%AD%E0%B8%A1%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B9%84%E0%B8%94%E0%B9%89 "Feasible region — ขอบเขตของคำตอบที่ยอมรับได้")
- [เกณฑ์การปรับให้เหมาะสม](https://systems-analysis.info/int/Optimization_criterion_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B9%83%E0%B8%AB%E0%B9%89%E0%B9%80%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%B0%E0%B8%AA%E0%B8%A1 "Optimization criterion — เกณฑ์การปรับให้เหมาะสม")
- [ฟังก์ชันวัตถุประสงค์](https://systems-analysis.info/int/Objective_function_%E2%80%94_%E0%B8%9F%E0%B8%B1%E0%B8%87%E0%B8%81%E0%B9%8C%E0%B8%8A%E0%B8%B1%E0%B8%99%E0%B8%A7%E0%B8%B1%E0%B8%95%E0%B8%96%E0%B8%B8%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%AA%E0%B8%87%E0%B8%84%E0%B9%8C "Objective function — ฟังก์ชันวัตถุประสงค์")
- [ข้อจำกัด](https://systems-analysis.info/int/Constraints_%E2%80%94_%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%88%E0%B8%B3%E0%B8%81%E0%B8%B1%E0%B8%94 "Constraints — ข้อจำกัด")
- [การวิเคราะห์ความไว](https://systems-analysis.info/int/Sensitivity_analysis_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%84%E0%B8%A7 "Sensitivity analysis — การวิเคราะห์ความไว")
- [โมเดลการวิจัยเชิงปฏิบัติการ](https://systems-analysis.info/int/Operations_research_models_%E2%80%94_%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B8%88%E0%B8%B1%E0%B8%A2%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%9B%E0%B8%8F%E0%B8%B4%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B8%81%E0%B8%B2%E0%B8%A3 "Operations research models — โมเดลการวิจัยเชิงปฏิบัติการ")
- [ปัญหาการวิจัยเชิงปฏิบัติการ](https://systems-analysis.info/int/Operations_research_problems_%E2%80%94_%E0%B8%9B%E0%B8%B1%E0%B8%8D%E0%B8%AB%E0%B8%B2%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B8%88%E0%B8%B1%E0%B8%A2%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%9B%E0%B8%8F%E0%B8%B4%E0%B8%9A%E0%B8%B1%E0%B8%95%E0%B8%B4%E0%B8%81%E0%B8%B2%E0%B8%A3 "Operations research problems — ปัญหาการวิจัยเชิงปฏิบัติการ")
- [การโปรแกรมเชิงเส้น](https://systems-analysis.info/int/Linear_programming_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%82%E0%B8%9B%E0%B8%A3%E0%B9%81%E0%B8%81%E0%B8%A3%E0%B8%A1%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B9%80%E0%B8%AA%E0%B9%89%E0%B8%99 "Linear programming — การโปรแกรมเชิงเส้น")
- [การโปรแกรมเชิงไม่เส้นตรง](https://systems-analysis.info/int/Nonlinear_programming_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%82%E0%B8%9B%E0%B8%A3%E0%B9%81%E0%B8%81%E0%B8%A3%E0%B8%A1%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%80%E0%B8%AA%E0%B9%89%E0%B8%99%E0%B8%95%E0%B8%A3%E0%B8%87 "Nonlinear programming — การโปรแกรมเชิงไม่เส้นตรง")
- [การโปรแกรมเชิงจำนวนเต็ม](https://systems-analysis.info/int/Integer_programming_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%82%E0%B8%9B%E0%B8%A3%E0%B9%81%E0%B8%81%E0%B8%A3%E0%B8%A1%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%88%E0%B8%B3%E0%B8%99%E0%B8%A7%E0%B8%99%E0%B9%80%E0%B8%95%E0%B9%87%E0%B8%A1 "Integer programming — การโปรแกรมเชิงจำนวนเต็ม")
- [การโปรแกรมพลวัต](https://systems-analysis.info/int/Dynamic_programming_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%82%E0%B8%9B%E0%B8%A3%E0%B9%81%E0%B8%81%E0%B8%A3%E0%B8%A1%E0%B8%9E%E0%B8%A5%E0%B8%A7%E0%B8%B1%E0%B8%95 "Dynamic programming — การโปรแกรมพลวัต")
- [การโปรแกรมสุ่ม](https://systems-analysis.info/int/Stochastic_programming_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%82%E0%B8%9B%E0%B8%A3%E0%B9%81%E0%B8%81%E0%B8%A3%E0%B8%A1%E0%B8%AA%E0%B8%B8%E0%B9%88%E0%B8%A1 "Stochastic programming — การโปรแกรมสุ่ม")
- [การจำลองเชิงการทดลอง](https://systems-analysis.info/int/Simulation_modeling_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%97%E0%B8%94%E0%B8%A5%E0%B8%AD%E0%B8%87 "Simulation modeling — การจำลองเชิงการทดลอง")
- [โมเดลเครือข่าย](https://systems-analysis.info/int/Network_model_(operations_research)_%E2%80%94_%E0%B9%82%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B7%E0%B8%AD%E0%B8%82%E0%B9%88%E0%B8%B2%E0%B8%A2 "Network model (operations research) — โมเดลเครือข่าย")
- [การเพิ่มประสิทธิภาพหลายวัตถุประสงค์](https://systems-analysis.info/int/Multi-objective_optimization_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%9E%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%AA%E0%B8%B4%E0%B8%97%E0%B8%98%E0%B8%B4%E0%B8%A0%E0%B8%B2%E0%B8%9E%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B8%A7%E0%B8%B1%E0%B8%95%E0%B8%96%E0%B8%B8%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%AA%E0%B8%87%E0%B8%84%E0%B9%8C "Multi-objective optimization — การเพิ่มประสิทธิภาพหลายวัตถุประสงค์")
- [วิธีแบ่งและกำหนดขอบเขต](https://systems-analysis.info/int/Branch_and_bound_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B9%81%E0%B8%9A%E0%B9%88%E0%B8%87%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%81%E0%B8%B3%E0%B8%AB%E0%B8%99%E0%B8%94%E0%B8%82%E0%B8%AD%E0%B8%9A%E0%B9%80%E0%B8%82%E0%B8%95 "Branch and bound — วิธีแบ่งและกำหนดขอบเขต")
- [วิธี PERT](https://systems-analysis.info/int/PERT_method_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5_PERT "PERT method — วิธี PERT")
- [วิธีเส้นทางวิกฤต](https://systems-analysis.info/int/Critical_path_method_(CPM)_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B9%80%E0%B8%AA%E0%B9%89%E0%B8%99%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%A7%E0%B8%B4%E0%B8%81%E0%B8%A4%E0%B8%95 "Critical path method (CPM) — วิธีเส้นทางวิกฤต")
- [เส้นทางวิกฤต](https://systems-analysis.info/int/Critical_path_%E2%80%94_%E0%B9%80%E0%B8%AA%E0%B9%89%E0%B8%99%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%A7%E0%B8%B4%E0%B8%81%E0%B8%A4%E0%B8%95 "Critical path — เส้นทางวิกฤต")
- Combinatorial Optimization
- Traveling Salesman Problem
- Minimum Crew Assignment Problem
- Assignment Problem
- Facility Location Problem
- Cutting Stock Problem
- Game Theory Problems
- Queuing System
- Transportation Problem
- Simplex Method
- Interior Point Method
- Markov Random Processes
- Interior Point Method
- Little's Law
- Literature on Operations Research
- Operations Research. Section Catalog

## ทฤษฎีการตัดสินใจ

- [ทฤษฎีการตัดสินใจ](https://systems-analysis.info/int/Decision_theory_%E2%80%94_%E0%B8%97%E0%B8%A4%E0%B8%A9%E0%B8%8E%E0%B8%B5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88 "Decision theory — ทฤษฎีการตัดสินใจ")
- [การตัดสินใจ](https://systems-analysis.info/int/Decision-making_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88 "Decision-making — การตัดสินใจ")
- Decision Problem
- Decision Task
- [ปัญหา](https://systems-analysis.info/int/Problem_%E2%80%94_%E0%B8%9B%E0%B8%B1%E0%B8%8D%E0%B8%AB%E0%B8%B2 "Problem — ปัญหา")
- [ความไม่แน่นอน](https://systems-analysis.info/int/Uncertainty_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%81%E0%B8%99%E0%B9%88%E0%B8%99%E0%B8%AD%E0%B8%99 "Uncertainty — ความไม่แน่นอน")
- [ความเสี่ยง](https://systems-analysis.info/int/Risk_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%AA%E0%B8%B5%E0%B9%88%E0%B8%A2%E0%B8%87 "Risk — ความเสี่ยง")
- [ทางเลือก](https://systems-analysis.info/int/Alternative_(decision-making)_%E2%80%94_%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81 "Alternative (decision-making) — ทางเลือก")
- [เกณฑ์](https://systems-analysis.info/int/Criterion_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C "Criterion — เกณฑ์")
- [การประเมินทางเลือก](https://systems-analysis.info/int/Evaluation_of_alternatives_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A1%E0%B8%B4%E0%B8%99%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81 "Evaluation of alternatives — การประเมินทางเลือก")
- [การเปรียบเทียบทางเลือก](https://systems-analysis.info/int/Comparison_of_alternatives_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%9B%E0%B8%A3%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B9%80%E0%B8%97%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81 "Comparison of alternatives — การเปรียบเทียบทางเลือก")
- [การเลือกที่เหมาะสมที่สุด](https://systems-analysis.info/int/Optimal_decision_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%80%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%B0%E0%B8%AA%E0%B8%A1%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AA%E0%B8%B8%E0%B8%94 "Optimal decision — การเลือกที่เหมาะสมที่สุด")
- [การเลือกอย่างมีเหตุผล](https://systems-analysis.info/int/Rational_choice_(decision_theory)_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%A1%E0%B8%B5%E0%B9%80%E0%B8%AB%E0%B8%95%E0%B8%B8%E0%B8%9C%E0%B8%A5 "Rational choice (decision theory) — การเลือกอย่างมีเหตุผล")
- [การเลือก](https://systems-analysis.info/int/Choice_(decision-making)_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81 "Choice (decision-making) — การเลือก")
- [ต้นไม้การตัดสินใจ](https://systems-analysis.info/int/Decision_tree_%E2%80%94_%E0%B8%95%E0%B9%89%E0%B8%99%E0%B9%84%E0%B8%A1%E0%B9%89%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88 "Decision tree — ต้นไม้การตัดสินใจ")
- [แบบจำลองเมทริกซ์การตัดสินใจ](https://systems-analysis.info/int/Decision-making_matrix_model_%E2%80%94_%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B9%80%E0%B8%A1%E0%B8%97%E0%B8%A3%E0%B8%B4%E0%B8%81%E0%B8%8B%E0%B9%8C%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88 "Decision-making matrix model — แบบจำลองเมทริกซ์การตัดสินใจ")
- [วิธีการวิเคราะห์ลำดับชั้น](https://systems-analysis.info/int/Analytic_Hierarchy_Process_(AHP)_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%A5%E0%B8%B3%E0%B8%94%E0%B8%B1%E0%B8%9A%E0%B8%8A%E0%B8%B1%E0%B9%89%E0%B8%99 "Analytic Hierarchy Process (AHP) — วิธีการวิเคราะห์ลำดับชั้น")
- [การวิเคราะห์การตัดสินใจแบบหลายเกณฑ์](https://systems-analysis.info/int/Multi-criteria_decision_analysis_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C "Multi-criteria decision analysis — การวิเคราะห์การตัดสินใจแบบหลายเกณฑ์")
- [ตรรกะคลุมเครือในการตัดสินใจ](https://systems-analysis.info/int/Fuzzy_logic_in_decision-making_%E2%80%94_%E0%B8%95%E0%B8%A3%E0%B8%A3%E0%B8%81%E0%B8%B0%E0%B8%84%E0%B8%A5%E0%B8%B8%E0%B8%A1%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B7%E0%B8%AD%E0%B9%83%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88 "Fuzzy logic in decision-making — ตรรกะคลุมเครือในการตัดสินใจ")
- [การตัดสินใจภายใต้ความไม่แน่นอน](https://systems-analysis.info/int/Decision-making_under_uncertainty_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88%E0%B8%A0%E0%B8%B2%E0%B8%A2%E0%B9%83%E0%B8%95%E0%B9%89%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%81%E0%B8%99%E0%B9%88%E0%B8%99%E0%B8%AD%E0%B8%99 "Decision-making under uncertainty — การตัดสินใจภายใต้ความไม่แน่นอน")
- [การตัดสินใจในสภาวะความเสี่ยง](https://systems-analysis.info/int/Decision-making_under_risk_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88%E0%B9%83%E0%B8%99%E0%B8%AA%E0%B8%A0%E0%B8%B2%E0%B8%A7%E0%B8%B0%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%AA%E0%B8%B5%E0%B9%88%E0%B8%A2%E0%B8%87 "Decision-making under risk — การตัดสินใจในสภาวะความเสี่ยง")
- [การวิเคราะห์เชิงสถานการณ์](https://systems-analysis.info/int/Scenario_analysis_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%AA%E0%B8%96%E0%B8%B2%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%93%E0%B9%8C "Scenario analysis — การวิเคราะห์เชิงสถานการณ์")
- [ความชอบ](https://systems-analysis.info/int/Preferences_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%8A%E0%B8%AD%E0%B8%9A "Preferences — ความชอบ")
- [ความเอนเอียงทางการรับรู้](https://systems-analysis.info/int/Cognitive_bias_%E2%80%94_%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%AD%E0%B8%99%E0%B9%80%E0%B8%AD%E0%B8%B5%E0%B8%A2%E0%B8%87%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%A3%E0%B8%B9%E0%B9%89 "Cognitive bias — ความเอนเอียงทางการรับรู้")
- [การเลือกร่วม](https://systems-analysis.info/int/Collective_choice_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B8%A3%E0%B9%88%E0%B8%A7%E0%B8%A1 "Collective choice — การเลือกร่วม")
- [การลงคะแนนเสียง](https://systems-analysis.info/int/Voting_(decision-making)_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A5%E0%B8%87%E0%B8%84%E0%B8%B0%E0%B9%81%E0%B8%99%E0%B8%99%E0%B9%80%E0%B8%AA%E0%B8%B5%E0%B8%A2%E0%B8%87 "Voting (decision-making) — การลงคะแนนเสียง")
- [ทฤษฎีอรรถประโยชน์](https://systems-analysis.info/int/Utility_theory_%E2%80%94_%E0%B8%97%E0%B8%A4%E0%B8%A9%E0%B8%8E%E0%B8%B5%E0%B8%AD%E0%B8%A3%E0%B8%A3%E0%B8%96%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%82%E0%B8%A2%E0%B8%8A%E0%B8%99%E0%B9%8C "Utility theory — ทฤษฎีอรรถประโยชน์")
- [เกณฑ์การตัดสินใจ](https://systems-analysis.info/int/Decision_criteria_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88 "Decision criteria — เกณฑ์การตัดสินใจ")
- [เกณฑ์เฮอร์วิช](https://systems-analysis.info/int/Hurwicz_criterion_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B9%80%E0%B8%AE%E0%B8%AD%E0%B8%A3%E0%B9%8C%E0%B8%A7%E0%B8%B4%E0%B8%8A "Hurwicz criterion — เกณฑ์เฮอร์วิช")
- [เกณฑ์ของวาลด์](https://systems-analysis.info/int/Maximin_criterion_(Wald_criterion)_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A7%E0%B8%B2%E0%B8%A5%E0%B8%94%E0%B9%8C "Maximin criterion (Wald criterion) — เกณฑ์ของวาลด์")
- [เกณฑ์ซาวาจ](https://systems-analysis.info/int/Minimax_regret_criterion_(Savage_criterion)_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B8%8B%E0%B8%B2%E0%B8%A7%E0%B8%B2%E0%B8%88 "Minimax regret criterion (Savage criterion) — เกณฑ์ซาวาจ")
- Laplace's Criterion
- Maximax Criterion
- [เกณฑ์ฮอดจ์-เลห์มันน์](https://systems-analysis.info/int/Hodges-Lehmann_criterion_%E2%80%94_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B8%AE%E0%B8%AD%E0%B8%94%E0%B8%88%E0%B9%8C-%E0%B9%80%E0%B8%A5%E0%B8%AB%E0%B9%8C%E0%B8%A1%E0%B8%B1%E0%B8%99%E0%B8%99%E0%B9%8C "Hodges-Lehmann criterion — เกณฑ์ฮอดจ์-เลห์มันน์")
- Bayes' Criterion
- Bayes Minimax Criterion
- Literature on Decision Theory
- Decision Theory. Section Catalog

## Machine Learning และการวิเคราะห์ข้อมูล

- Data
- Data Analysis
- Big Data
- Data Visualization
- Frameworks and Tools
- Statistical Analysis
- Hypothesis Testing
- Type I and Type II Errors
- Correlation Analysis
- Regression Analysis
- Regression Models
- Analysis of Variance
- Normality of Distribution
- Significance Tests
- Machine Learning
- Basic Concepts of ML
- Learning Paradigms
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Classification
- Clustering
- Ensemble Methods
- Dimensionality Reduction
- Feature Selection
- Quality Metrics and Model Evaluation
- Overfitting
- Underfitting
- Cross-validation
- Interpretability
- Glossary of Machine Learning
- Deep Learning
- Basic Concepts of Deep Learning
- Theoretical Foundations of DL
- Neural Network Architectures
- Neural Network Training Methods
- Optimization in Neural Network Training
- DL Frameworks and Tools
- Generative Models
- Natural Language Processing
- Computer Vision
- Recommender Systems
- Anomaly Detection
- Time Series Forecasting
- AutoML
- MLOps
- Model Bias and Fairness
- Literature on Machine Learning
- Machine Learning and Data Analysis. Section Catalog

## การบริหารจัดการ

- [การจัดการ](https://systems-analysis.info/int/Management_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%88%E0%B8%B1%E0%B8%94%E0%B8%81%E0%B8%B2%E0%B8%A3 "Management — การจัดการ")
- Control Theory
- Systems Analysis in Management
- Black Box Model in Management
- Object of Management
- Subject of Management
- Management Process
- Process Approach
- [การวางแผน](https://systems-analysis.info/int/Planning_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9C%E0%B8%99 "Planning — การวางแผน")
- Enterprise Management
- Corporate Governance
- Change Management
- Requirements Management
- Enterprise Planning
- Project Management
- [การวางแผนโครงการ](https://systems-analysis.info/int/Project_planning_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9C%E0%B8%99%E0%B9%82%E0%B8%84%E0%B8%A3%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3 "Project planning — การวางแผนโครงการ")
- Project Lifecycle
- Scope Management
- Cost Management
- [การบริหารความเสี่ยง](https://systems-analysis.info/int/Risk_management_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%9A%E0%B8%A3%E0%B8%B4%E0%B8%AB%E0%B8%B2%E0%B8%A3%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%80%E0%B8%AA%E0%B8%B5%E0%B9%88%E0%B8%A2%E0%B8%87 "Risk management — การบริหารความเสี่ยง")
- Program Management
- Portfolio Management
- Project Management Standards
- Risk Management Standards
- Knowledge Management
- Management Standards
- [มาตรฐานคุณภาพ](https://systems-analysis.info/int/Quality_standards_%E2%80%94_%E0%B8%A1%E0%B8%B2%E0%B8%95%E0%B8%A3%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%A0%E0%B8%B2%E0%B8%9E "Quality standards — มาตรฐานคุณภาพ")
- PMBOK
- [Agile](https://systems-analysis.info/int/Agile_(TH) "Agile (TH)")
- Scrum
- ISO 21500
- ISO 31000
- Management. Section Catalog

## วิศวกรรมระบบ

- [วิศวกรรมระบบ](https://systems-analysis.info/int/Systems_engineering_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%A8%E0%B8%A7%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems engineering — วิศวกรรมระบบ")
- Complex Engineered System
- [ระบบของระบบ](https://systems-analysis.info/int/System_of_Systems_%E2%80%94_%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System of Systems — ระบบของระบบ")
- Systems Engineering Methodology
- Glossary of Systems Engineering
- [วงจรชีวิตของระบบ](https://systems-analysis.info/int/System_life_cycle_%E2%80%94_%E0%B8%A7%E0%B8%87%E0%B8%88%E0%B8%A3%E0%B8%8A%E0%B8%B5%E0%B8%A7%E0%B8%B4%E0%B8%95%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "System life cycle — วงจรชีวิตของระบบ")
- System Development Process
- System Design
- System Architecture
- System Concept
- System Integration
- Lifecycle Support
- Verification
- Validation
- [ข้อกำหนด](https://systems-analysis.info/int/Requirements_%E2%80%94_%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%81%E0%B8%B3%E0%B8%AB%E0%B8%99%E0%B8%94 "Requirements — ข้อกำหนด")
- Interfaces
- Component
- Requirements Traceability
- Systems Engineering Management
- [มาตรฐานวิศวกรรมระบบ](https://systems-analysis.info/int/Systems_engineering_standards_%E2%80%94_%E0%B8%A1%E0%B8%B2%E0%B8%95%E0%B8%A3%E0%B8%90%E0%B8%B2%E0%B8%99%E0%B8%A7%E0%B8%B4%E0%B8%A8%E0%B8%A7%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A "Systems engineering standards — มาตรฐานวิศวกรรมระบบ")
- Configuration Management
- Reliability
- Technical Risk Analysis
- Sociotechnical Systems
- Human-in-the-loop Systems
- Digital Twin
- Literature on Systems Engineering
- Systems Engineering. Section Catalog

## การวิเคราะห์เชิงกลยุทธ์

- Strategic Analysis
- Strategic Planning
- Stakeholder Analysis
- Decision Analysis
- Program Evaluation
- [การวิเคราะห์ผลประโยชน์และต้นทุน](https://systems-analysis.info/int/Cost%E2%80%93benefit_analysis_(CBA)_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%9C%E0%B8%A5%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%82%E0%B8%A2%E0%B8%8A%E0%B8%99%E0%B9%8C%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%95%E0%B9%89%E0%B8%99%E0%B8%97%E0%B8%B8%E0%B8%99 "Cost–benefit analysis (CBA) — การวิเคราะห์ผลประโยชน์และต้นทุน")
- [วิธีเดลฟาย](https://systems-analysis.info/int/Delphi_method_%E2%80%94_%E0%B8%A7%E0%B8%B4%E0%B8%98%E0%B8%B5%E0%B9%80%E0%B8%94%E0%B8%A5%E0%B8%9F%E0%B8%B2%E0%B8%A2 "Delphi method — วิธีเดลฟาย")
- SWOT Analysis
- [การวิเคราะห์ PEST](https://systems-analysis.info/int/PEST_analysis_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C_PEST "PEST analysis — การวิเคราะห์ PEST")
- [การวิเคราะห์ PESTLE](https://systems-analysis.info/int/PESTLE_analysis_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C_PESTLE "PESTLE analysis — การวิเคราะห์ PESTLE")
- Factor Analysis in Strategic Management
- Analysis of Development Options
- Robustness Analysis of Decisions
- Strategy Formulation
- Foresight Analysis
- Technology Foresight
- Uncertainty Analysis in Strategic Planning
- Hybrid Threats and Strategic Risk Assessment
- System Modeling in Strategic Analysis
- Strategic Scenario Analysis under Uncertainty
- Policy Analysis
- Systems Transitions Applied Research
- Think Tank
- Strategic Analysis. Section Catalog

## ระเบียบวิธีและญาณวิทยา

- Methodology
- Epistemology
- Methodology of Scientific Cognition
- Scientific Methods and Approaches
- Hypothetico-deductive Method
- Deduction and Induction
- Abduction
- Falsifiability
- Complexity and Uncertainty
- Meta-levels of Analysis
- Reflexive Methods
- Modeling as a Method of Cognition
- Systems Approach in Science
- Interdisciplinarity
- Frames of Thinking
- Constructivism
- Critical Rationalism
- Paradigms
- Ontology
- [การตั้งเป้าหมาย](https://systems-analysis.info/int/Goal_setting_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%95%E0%B8%B1%E0%B9%89%E0%B8%87%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2 "Goal setting — การตั้งเป้าหมาย")
- Cybernetics
- [แนวคิด](https://systems-analysis.info/int/Concept_%E2%80%94_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%84%E0%B8%B4%E0%B8%94 "Concept — แนวคิด")
- Notion
- Term
- Classification
- Analysis
- Synthesis
- Methodology and Epistemology. Section Catalog

## การสร้างแบบจำลองทางคณิตศาสตร์

- [แบบจำลองทางคณิตศาสตร์](https://systems-analysis.info/int/Mathematical_model_%E2%80%94_%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%84%E0%B8%93%E0%B8%B4%E0%B8%95%E0%B8%A8%E0%B8%B2%E0%B8%AA%E0%B8%95%E0%B8%A3%E0%B9%8C "Mathematical model — แบบจำลองทางคณิตศาสตร์")
- [การสร้างแบบจำลองทางคณิตศาสตร์](https://systems-analysis.info/int/Mathematical_modeling_%E2%80%94_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%84%E0%B8%93%E0%B8%B4%E0%B8%95%E0%B8%A8%E0%B8%B2%E0%B8%AA%E0%B8%95%E0%B8%A3%E0%B9%8C "Mathematical modeling — การสร้างแบบจำลองทางคณิตศาสตร์")
- Goals of Mathematical Modeling
- Mathematical Modeling Process
- Mathematical Modeling Methodology
- Deterministic and Stochastic Models
- Static and Dynamic Models
- Discrete and Continuous Models
- Analytical Models
- Numerical Models
- Simulation Models
- Agent-based Models
- Hybrid Models
- Stages of Modeling
- Model Construction
- Model Identification
- Model Verification and Validation
- Model Implementation
- Interpretation of Modeling Results
- Model Limitations
- Modeling Errors
- Glossary of Mathematical Modeling
- Literature on Mathematical Modeling
- Mathematical Modeling. Section Catalog

## คณิตศาสตร์

- [ทฤษฎีความน่าจะเป็น](https://systems-analysis.info/int/Probability_theory_%E2%80%94_%E0%B8%97%E0%B8%A4%E0%B8%A9%E0%B8%8E%E0%B8%B5%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%99%E0%B9%88%E0%B8%B2%E0%B8%88%E0%B8%B0%E0%B9%80%E0%B8%9B%E0%B9%87%E0%B8%99 "Probability theory — ทฤษฎีความน่าจะเป็น")
- Mathematical Statistics
- Stochastic Processes
- Information Theory
- Measure and Integral
- Mathematical Analysis
- Linear Algebra
- Linear Spaces
- Differential Equations
- Vector and Tensor Calculus
- Functions and Mappings
- Mathematical Logic
- Predicate Calculus
- Set Theory
- Discrete Mathematics
- Combinatorics
- Optimization Theory
- Numerical Methods
- Game Theory
- Graph Theory
- Queuing Theory
- Mathematics. Section Catalog