Distributed localized bi-objective search.

Bilel Derbel,Jérémie Humeau,Arnaud Liefooghe,Sébastien Vérel

European Journal of Operational Research（2014）

引用 2|浏览7

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摘要

•A new distributed heuristic approach is designed for approximating the Pareto set of bi-objective optimization problems (DLBS).•DLBS is based on parallel cooperative computation, objective space decomposition, and adaptive search.•DLBS is studied, experimented, and deployed on a cluster of hundreds of core.•The DLBS efficiency is measured in terms of approximation quality, computational time and scalability.

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关键词

Multiple objective programming,Combinatorial optimization,Parallel and distributed computing,Evolutionary computation

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