A Decision Support System for Solving Multiple Criteria Optimization Problems
In this paper, multiple criteria optimization has been investigated. A new decision support system (DSS) has been developed for interactive solving of multiple criteria optimization problems (MOPs). The weighted-sum (WS) approach is implemented to solve the MOPs. The MOPs are solved by selecting dif...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Vilnius University
2011-10-01
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| Series: | Informatics in Education |
| Subjects: | |
| Online Access: | https://infedu.vu.lt/doi/10.15388/infedu.2011.14 |
| _version_ | 1798035590394937344 |
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| author | Ernestas FILATOVAS Olga KURASOVA |
| author_facet | Ernestas FILATOVAS Olga KURASOVA |
| author_sort | Ernestas FILATOVAS |
| collection | DOAJ |
| description | In this paper, multiple criteria optimization has been investigated. A new decision support system (DSS) has been developed for interactive solving of multiple criteria optimization problems (MOPs). The weighted-sum (WS) approach is implemented to solve the MOPs. The MOPs are solved by selecting different weight coefficient values for the criteria and solving single-criterion optimization problems (SOPs). However, the WS approach does not guarantee either finding evenly distributed solutions of a Pareto front, or finding Pareto optimal solutions in non-convex regions. In order to solve the problems, some methods have been proposed. In this paper, an adaptive weighted-sum (AWS) approach has been used. We suggest presenting the solutions, obtained not only by the weighted-sum method, but also by the adaptive weighted-sum approach, to a decision maker (DM). Thus the decision making will be facilitated. |
| first_indexed | 2024-04-11T20:59:14Z |
| format | Article |
| id | doaj.art-7df9f02e7d514586a742a1ae6e36c14d |
| institution | Directory Open Access Journal |
| issn | 1648-5831 2335-8971 |
| language | English |
| last_indexed | 2024-04-11T20:59:14Z |
| publishDate | 2011-10-01 |
| publisher | Vilnius University |
| record_format | Article |
| series | Informatics in Education |
| spelling | doaj.art-7df9f02e7d514586a742a1ae6e36c14d2022-12-22T04:03:33ZengVilnius UniversityInformatics in Education1648-58312335-89712011-10-0110221322410.15388/infedu.2011.14A Decision Support System for Solving Multiple Criteria Optimization ProblemsErnestas FILATOVAS0Olga KURASOVA1Vilnius University, Institute of Mathematics and Informatics Akademijos 4, LT-08663 Vilnius, LihuaniaVilnius University, Institute of Mathematics and Informatics Akademijos 4, LT-08663 Vilnius, LihuaniaIn this paper, multiple criteria optimization has been investigated. A new decision support system (DSS) has been developed for interactive solving of multiple criteria optimization problems (MOPs). The weighted-sum (WS) approach is implemented to solve the MOPs. The MOPs are solved by selecting different weight coefficient values for the criteria and solving single-criterion optimization problems (SOPs). However, the WS approach does not guarantee either finding evenly distributed solutions of a Pareto front, or finding Pareto optimal solutions in non-convex regions. In order to solve the problems, some methods have been proposed. In this paper, an adaptive weighted-sum (AWS) approach has been used. We suggest presenting the solutions, obtained not only by the weighted-sum method, but also by the adaptive weighted-sum approach, to a decision maker (DM). Thus the decision making will be facilitated.https://infedu.vu.lt/doi/10.15388/infedu.2011.14multiple criteria optimizationdecision support systeminteractive optimizationdecision makingPareto front |
| spellingShingle | Ernestas FILATOVAS Olga KURASOVA A Decision Support System for Solving Multiple Criteria Optimization Problems Informatics in Education multiple criteria optimization decision support system interactive optimization decision making Pareto front |
| title | A Decision Support System for Solving Multiple Criteria Optimization Problems |
| title_full | A Decision Support System for Solving Multiple Criteria Optimization Problems |
| title_fullStr | A Decision Support System for Solving Multiple Criteria Optimization Problems |
| title_full_unstemmed | A Decision Support System for Solving Multiple Criteria Optimization Problems |
| title_short | A Decision Support System for Solving Multiple Criteria Optimization Problems |
| title_sort | decision support system for solving multiple criteria optimization problems |
| topic | multiple criteria optimization decision support system interactive optimization decision making Pareto front |
| url | https://infedu.vu.lt/doi/10.15388/infedu.2011.14 |
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