A multiobjective metaheuristic for a mean-risk multistage capacity investment problem

Journal of Heuristics - Tập 16 - Trang 85-115 - 2008
João Claro1, Jorge Pinho de Sousa1
1Faculdade de Engenharia da Universidade do Porto, INESC Porto—Instituto de Engenharia de Sistemas e Computadores do Porto, Porto, Portugal

Tóm tắt

We propose a multiobjective local search metaheuristic for a mean-risk multistage capacity investment problem with irreversibility, lumpiness and economies of scale in capacity costs. Conditional value-at-risk is considered as a risk measure. Results of a computational study are presented and indicate that the approach is capable of producing high-quality approximations to the efficient sets with a modest computational effort. The best results are achieved with a new hybrid approach, combining Tabu Search and Variable Neighbourhood Search.

Tài liệu tham khảo

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