C.L. Hwang’s research while affiliated with Kansas State University and other places

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Publications (4)


Multiple attribute decision making. Methods and applications. A state-of- the-art survey
  • Book

January 1981

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1,506 Reads

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9,174 Citations

Lecture Notes in Economics and Mathematical Systems

C.-L. Hwang

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Mathematical Programming with Multiple Objectives: A Tutorial

December 1980

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124 Reads

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221 Citations

Computers & Operations Research

A system of classifying about two dozen major methods for mathematical programming with multiple objectives, or multiple objective decision making (MODM) is presented. The classification has been based upon four categories of the preference information given to the analyst by a decision maker: (1) a priori, (2) progressive, (3) a posteriori and (4) no articulation of the preference information. A method or two from each category is illustrated by approaching a simple common numerical example in detail for the comparison and tutorial purpose. Consideration in selecting criteria for comparative evaluation of the methods and availability of computer codes for some methods are discussed.

Citations (4)


... The CoCoSo model, based on an integrated SAW and exponentially weighted product model, was proposed by [43] and utilizes Max-Min normalization. The TOPSIS method, based on the principle that alternatives have the shortest distance to the positive ideal solution and the longest distance to the negative ideal solution, was developed by [44] and employs vector normalization. The WASPAS method, developed by [45], employs additive normalization. ...

Reference:

A Hybrid MCDM Approach for SDGs Assessment of EU Countries
Multiple attribute decision making: Methods and applications
  • Citing Article
  • January 1981

... 4 | AUGMECON METHOD Hwang et al. (1980) classified multi-objective optimization solution methods into three categories: posteriori, interactive, and priori. In a priori solution, decision-makers can express their preferred weights for an OF prior to solving a problem. ...

Mathematical Programming with Multiple Objectives: A Tutorial
  • Citing Article
  • December 1980

Computers & Operations Research

... The study's methodology followed Becker et al. (2021), using the TOPSIS method to rank asphalt mixtures based on similarity to an ideal solution (Hwang and Yoon, 1981). The similarity ratio (S TOPSISj ) (Equation 1) is calculated using the weighted Euclidean distance between each alternative Before sorting, the technique requires normalizing the evaluation matrix x ij . ...

Multiple attribute decision making. Methods and applications. A state-of- the-art survey
  • Citing Book
  • January 1981

Lecture Notes in Economics and Mathematical Systems