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Model Perspective
Model Perspective
Feb 1, 2024 · Operations

A Curated Guide to Evaluation and Optimization Models for Researchers

This article compiles a comprehensive list of evaluation and optimization model resources, covering Data Envelopment Analysis, ANP, VIKOR, grey relational analysis, linear and integer programming, and various meta‑heuristic algorithms with example implementations, providing a handy reference for scholars and practitioners.

Linear ProgrammingMetaheuristicsOperations Research
0 likes · 4 min read
A Curated Guide to Evaluation and Optimization Models for Researchers
Model Perspective
Model Perspective
Feb 1, 2024 · Operations

Essential Guide to Evaluation and Optimization Models: Concepts, Methods, and Algorithms

This article compiles recent resources on evaluation and optimization models, covering fundamental concepts, data preprocessing techniques, weighting methods such as TOPSIS and entropy, as well as linear and integer programming, graph theory, network algorithms, and meta‑heuristic approaches like simulated annealing and genetic algorithms.

Linear ProgrammingOperations Researchevaluation models
0 likes · 3 min read
Essential Guide to Evaluation and Optimization Models: Concepts, Methods, and Algorithms
Model Perspective
Model Perspective
Nov 6, 2022 · Operations

Master Evaluation & Optimization Models: Concepts, Methods, and Algorithms

This curated guide compiles recent articles on evaluation and optimization models, covering concepts, preprocessing techniques, weighting methods such as TOPSIS and entropy, as well as linear/integer programming, graph theory, shortest‑path, max‑flow, simulated annealing, and genetic algorithms.

Linear ProgrammingOperations Researchevaluation models
0 likes · 6 min read
Master Evaluation & Optimization Models: Concepts, Methods, and Algorithms
Model Perspective
Model Perspective
Nov 6, 2022 · Operations

How to Master Multi‑Criteria Decision Making for Comprehensive Evaluations

This article explains the concept of comprehensive evaluation problems, outlines the five essential elements of an evaluation system, and reviews classic multi‑criteria decision‑making methods such as TOPSIS, entropy weight, and AHP, while offering practical guidance on indicator selection, data preprocessing, model suitability, and result validation.

MADMOperations Researchevaluation models
0 likes · 6 min read
How to Master Multi‑Criteria Decision Making for Comprehensive Evaluations
Model Perspective
Model Perspective
Sep 1, 2022 · Fundamentals

Mastering Evaluation Models: From TOPSIS to Entropy‑AHP for Decision Making

This article explains the fundamentals of evaluation models, outlines five key components of such problems, reviews common methods like TOPSIS, entropy weight, and AHP, and discusses innovative strategies such as composite indicators and combining evaluation models with each other or with predictive algorithms.

AHPMulti-Criteria Decision MakingTOPSIS
0 likes · 10 min read
Mastering Evaluation Models: From TOPSIS to Entropy‑AHP for Decision Making