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Titlebook: Recent Developments in Metaheuristics; Lionel Amodeo,El-Ghazali Talbi,Farouk Yalaoui Book 2018 Springer International Publishing AG 2018 M

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楼主: Covenant
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A Re-characterization of Hyper-Heuristics,ality. We argue that this prevailing conception of domain barrier is so limiting as to defeat the original motivation for hyper-heuristics. We show how it is possible to make use of domain knowledge without loss of generality and describe generalized hyper-heuristics which can incorporate arbitrary domain knowledge.
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Sampling-Based Genetic Algorithms for the Bi-Objective Stochastic Covering Tour Problem,rk for a humanitarian logistics application with data from Senegal. Comparisons to alternative solution techniques, in particular also to the exact solution of the deterministic counterpart problem based on a fixed sample, show the superiority of our approach.
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On the Impact of Representation and Algorithm Selection for Optimisation in Process Design: Motivatormulation are available. Two different heuristic optimisation procedures are considered. The results demonstrate that any given combination will not lead to the best outcome across a range of case studies. This motivates the need for a multi-algorithm, multi-representation approach to optimisation, at least for process design.
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