03580nam 22006855 450 991048371180332120200630144725.03-030-05551-510.1007/978-3-030-05551-6(CKB)4100000007334838(DE-He213)978-3-030-05551-6(MiAaPQ)EBC5627308(PPN)258861878(PPN)243770448(EXLCZ)99410000000733483820181230d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierA New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature /by Camilo Caraveo, Fevrier Valdez, Oscar Castillo1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (VIII, 57 p.) SpringerBriefs in Computational Intelligence,2625-37043-030-05550-7 Includes bibliographical references and index.Introduction -- Theory and Background -- Self-defense of the Plants -- Predator-prey mode -- Proposed Method -- Case studies -- Conclusions.This book presents a new meta-heuristic algorithm, inspired by the self-defense mechanisms of plants in nature. Numerous published works have demonstrated the various self-defense mechanisms (survival strategies) plants use to protect themselves against predatory organisms, such as herbivorous insects. The proposed algorithm is based on the predator–prey mathematical model originally proposed by Lotka and Volterra, consisting of two nonlinear first-order differential equations, which allow the growth of two interacting populations (prey and predator) to be modeled. The proposed meta-heuristic is able to produce excellent results in several sets of benchmark optimization problems. Further, fuzzy logic is used for dynamic parameter adaptation in the algorithm.SpringerBriefs in Computational Intelligence,2625-3704Computational intelligenceArtificial intelligencePlant scienceBotanyMathematical optimizationComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Plant Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/L24000Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Computational intelligence.Artificial intelligence.Plant science.Botany.Mathematical optimization.Computational Intelligence.Artificial Intelligence.Plant Sciences.Optimization.006.3Caraveo Camiloauthttp://id.loc.gov/vocabulary/relators/aut1216589Valdez Fevrierauthttp://id.loc.gov/vocabulary/relators/autCastillo Oscarauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910483711803321A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature2812810UNINA