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Appears in Collections:Computing Science and Mathematics Conference Papers and Proceedings
Authors: Herrmann, Sebastian
Herrmann, Matthias
Ochoa, Gabriela
Rothlauf, Franz
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Title: Shaping communities of local optima by perturbation strength
Citation: Herrmann S, Herrmann M, Ochoa G & Rothlauf F (2017) Shaping communities of local optima by perturbation strength In: GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference, New York: ACM. GECCO 2017: Genetic and Evolutionary Computation Conference, 15.7.2017 - 19.7.2017, Berlin, Germany, pp. 266-273.
Issue Date: 2017
Conference Name: GECCO 2017: Genetic and Evolutionary Computation Conference
Conference Dates: 2017-07-15T00:00:00Z
Conference Location: Berlin, Germany
Abstract: Recent work discovered that fitness landscapes induced by Iterated Local Search (ILS) may consist of multiple clusters, denoted as funnels or communities of local optima. Such studies exist only for perturbation operators (kicks) with low strength. We examine how different strengths of the ILS perturbation operator affect the number and size of clusters. We present an empirical study based on local optima networks from NK fitness landscapes. Our results show that a properly selected perturbation strength can help overcome the effect of ILS getting trapped in clusters of local optima. This has implications for designing effective ILS approaches in practice, where traditionally only small perturbations or complete restarts are applied, with the middle ground of intermediate perturbation strengths largely unexplored.
Status: Book Chapter: publisher version
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