Some Issues on the Weights Analysis in Multiobjective Decision Making and Multiple Learning Machines System
Some important issues on the determination of weights in multi-objective decision making (MODM) and multiple learning machines system (MLMS) are discussed: it is presented that determining weights is an important evaluation process; some drawbacks of several current methods of determining weights with the help of optimization are analyzed. Meanwhile, it is pointed out that its not overall and unreliable to regard the determination of weights as a single optimization problem based on limited data; Review and new research are carried out for general variable weights and its special case-the variable weights integration of modular neural networks; the inconsistency of weights is elementarily discussed and the reasons on this inconsistency are analyzed.
weights analysis multi-objective decision making multiple learning machine systems variable weights consistency
Wang Pan Zhu Haoshen
School of Automation Wuhan University of Technology Wuhan, P.R.China
国际会议
第四届国际计算机新科技与教育学术会议(2009 4th International Conference on Computer Science & Education)
南京
英文
572-577
2009-07-25（万方平台首次上网日期，不代表论文的发表时间）