论文信息 - A study on multi criteria decision making model: interactive genetic algorithms approach

A study on multi criteria decision making model: interactive genetic algorithms approach

Owing to the newly recognized nature of decision-making, the methodologies for supporting multiple criteria decision-making (MCDM) are emerging. We propose an interactive genetic algorithms (IGA) approach to MCDM. This IGA-based approach has some unique characteristics that make it suitable to be a core technology for MCDM. However, the inefficiency problem of fitness assignment by the user in IGA needs to be improved to make it feasible for MCDM. Hence, we develop 3 concepts to improve the IGA performance, and integrate them into our IGA-based approach. To demonstrate the applicability of the IGA-based approach, a decision-making example of designing a new product is presented.

Jiah-Shing Chen | Fang Cheng Hsu | Fang-cheng Hsu | Jiahan Chen

[1] Mordechai I. Henig,et al. Objectivity and subjectivity in thedecision making process , 1998, Ann. Oper. Res..

[2] Mordechai I. Henig,et al. SOLVING MCDM PROBLEMS: PROCESS CONCEPTS , 1996 .

[3] D. E. Goldberg,et al. Genetic Algorithms in Search , 1989 .

[4] Joshua R. Smith. Designing Biomorphs with an Interactive Genetic Algorithm , 1991, ICGA.

[5] Craig Caldwell,et al. Tracking a Criminal Suspect Through "Face-Space" with a Genetic Algorithm , 1991, ICGA.

[6] T. Saaty,et al. The Analytic Hierarchy Process , 1985 .

[7] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .