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Multi-objective meta-heuristics: An overview of the current state-of-the-art

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    Abstract

    This paper gives an overview of meta-heuristics methods utilized within the paradigm of multi-objective programming. This is an area of research that has undergone substantial expansion and development in the past decade. A literature review for this period is presented and analyzed. Analysis of the types of multi-objective techniques and meta-heuristics is undertaken and reasons for their use hypothesized. The strengths and weaknesses of meta-heuristic methods as applied to multi-objective programmes are discussed. Finally, a summary is given together with suggestions for future research.

    Original languageEnglish
    Pages (from-to)1-9
    Number of pages9
    JournalEuropean Journal of Operational Research
    Volume137
    Issue number1
    DOIs
    Publication statusPublished - 16 Feb 2002

    Keywords

    • Compromise programming
    • Genetic algorithms
    • Goal programming
    • Meta-heuristics
    • Multi-objective programming
    • Simulated annealing
    • Tabu search

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