9783030055509 - SpringerBriefs in Applied Sciences and Technology A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature - Camilo Caraveo Fevrier Valdez Oscar Castillo Kartoniert (TB)

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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.

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19.03.2025 um 22:39 Uhr

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9783030055509

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3030055507

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