R2-IBMOLS applied to a practical case of the multiobjective knapsack problem

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• 作者：Brahim Chabane^a ; ^b ; ^{chabane@info.univ-angers.fr} ; Matthieu Basseur^a ; ^{basseur@info.univ-angers.fr} ; Jin-Kao Hao ; ^a ; ^c ; ^{hao@info.univ-angers.fr}
• 关键词：Action planning ; Multiobjective optimization ; Decision support ; Heuristics
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：1 April 2017
• 年：2017
• 卷：71
• 期：Complete
• 页码：457-468
• 全文大小：759 K
• 卷排序：71

文摘

We consider an action plan optimization problem in social and medico-social sector. The multiobjective knapsack model is used to formulate the studied application. Iterated local search based on quality indicators is adopted as the solution method. Computational results are reported on 30 simulated pseudo-real data. The proposed approach proves to be a valuable tool to assist the decision maker.