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Global optimization of some difficult benchmark functions by cuckoo-hostco-evolution meta-heuristics

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Abstract

This paper proposes a novel method of global optimization based on cuckoo-host co-evaluation. It also develops a Fortran-77 code for the algorithm. The algorithm has been tested on 96 benchmark functions (of which the results of 30 relatively harder problems have been reported). The proposed method is comparable to the Differential Evolution method of global optimization.

Suggested Citation

  • Mishra, SK, 2012. "Global optimization of some difficult benchmark functions by cuckoo-hostco-evolution meta-heuristics," MPRA Paper 40615, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:40615
    as

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    File URL: https://mpra.ub.uni-muenchen.de/40615/1/MPRA_paper_40615.pdf
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    File URL: https://mpra.ub.uni-muenchen.de/40666/1/MPRA_paper_40666.pdf
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    References listed on IDEAS

    as
    1. Viswanathan, G.M & Bartumeus, F & V. Buldyrev, Sergey & Catalan, J & Fulco, U.L & Havlin, Shlomo & da Luz, M.G.E & Lyra, M.L & Raposo, E.P & Eugene Stanley, H, 2002. "Lévy flight random searches in biological phenomena," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 314(1), pages 208-213.
    2. Mishra, Sudhanshu, 2006. "Some new test functions for global optimization and performance of repulsive particle swarm method," MPRA Paper 2718, University Library of Munich, Germany.
    3. Mishra, SK, 2006. "Performance of Differential Evolution and Particle Swarm Methods on Some Relatively Harder Multi-modal Benchmark Functions," MPRA Paper 449, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    More about this item

    Keywords

    Cuckoo-Host Co-Evolution; Cuckoo Search; Global Optimization; Differential Evolution; Levy flight; Benchmark functions;

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

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