Combining Simulation with Evolutionary Algorithms for Optimal Planning Under Uncertainty: An Application to Municipal Solid Waste Management Planning in the Reginonal Municipality of Hamilton-Wentworth

被引:100
|
作者
Yeomans, J. S. [1 ]
Huang, G. H. [2 ]
Yoogalingam, R. [1 ]
机构
[1] York Univ, Schulich Sch Business, Management Sci Area, Toronto, ON M3J 1P3, Canada
[2] Univ Regina, Fac Engn, Regina, SK S4S 0A2, Canada
关键词
Decision making under uncertainty; genetic algorithms; municipal solid waste management; simulation;
D O I
10.3808/jei.200300014
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Many uncertain factors exist in the planning for Municipal Solid Waste (MSW) management. In this paper, for the first time an evolutionary algorithm is combined with simulation to determine solutions for the NI SW management problem. This new procedure is applied to real case data taken from the Regional Municipality of Hamilton-Wentworth in the province of Ontario and the solutions are compared to the outputs from an earlier study. It can be shown that improved solutions to this problem can be obtained and that this approach provides many practical planning and implementation benefits for problems operating under uncertain conditions.
引用
收藏
页码:11 / 30
页数:20
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