%0 Journal Article %1 SichunWang:2005:JCRD %A Wang, Sichun %A Zhang, Taishan %A Yin, Zhiyun %A Zhang, Chuwen %D 2005 %J Journal of Computer Research and Development %K algorithms, analysis, decision functions, genetic programming, stability support system %N 8 %P 1318--1323 %R doi:10.1360/crad20050806 %T Stability Analysis of Multiobjective Decision Functions Based on GP %U http://219.238.6.200/article?code=crad20050806&jccode=58 %V 42 %X In multi-objective decision problems many values must be assigned, such as the importance of the different criteria and the values of the alternatives with respect to subjective criteria. Since these assignments are approximate, it is very important to analyse the sensitivity of results when small modifications of the assignments are made. When solving a multicriteria decision problem, it is desirable to choose a decision function that leads to a solution as stable as possible. Proposed here is a method based on genetic programming that produces better decision functions than the commonly used ones. The theoretical expectations are validated by case studies.

@article{SichunWang:2005:JCRD, abstract = {In multi-objective decision problems many values must be assigned, such as the importance of the different criteria and the values of the alternatives with respect to subjective criteria. Since these assignments are approximate, it is very important to analyse the sensitivity of results when small modifications of the assignments are made. When solving a multicriteria decision problem, it is desirable to choose a decision function that leads to a solution as stable as possible. Proposed here is a method based on genetic programming that produces better decision functions than the commonly used ones. The theoretical expectations are validated by case studies.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Wang, Sichun and Zhang, Taishan and Yin, Zhiyun and Zhang, Chuwen}, biburl = {https://www.bibsonomy.org/bibtex/2b21495b5fce7636c7cdd0c0d7ddb2987/brazovayeye}, doi = {doi:10.1360/crad20050806}, interhash = {3f6a76269f0d2349bbded1cf6f49f3d5}, intrahash = {b21495b5fce7636c7cdd0c0d7ddb2987}, journal = {Journal of Computer Research and Development}, keywords = {algorithms, analysis, decision functions, genetic programming, stability support system}, notes = {Code:crad20050806 http://219.238.6.200/journal?code=58 College of Information Science and Engineering, Central South University, Changsha 410083, China Institute of Information Science, College of Hunan Business, Changsha 410205, China Copyright 2005 Science in China Press ?ICP?05023005?}, number = 8, pages = {1318--1323}, timestamp = {2008-06-19T17:53:52.000+0200}, title = {Stability Analysis of Multiobjective Decision Functions Based on {GP}}, url = {http://219.238.6.200/article?code=crad20050806&jccode=58}, volume = 42, year = 2005 }