Camilo Caraveo, Fevrier Valdez, Oscar Castillo

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature (eBook, PDF)

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer-Verlag GmbH
• Seitenzahl: 57
• Erscheinungstermin: 30. Dezember 2018
• Englisch
• ISBN-13: 9783030055516
• Artikelnr.: 54833251

Inhaltsangabe

Introduction.- Theory and Background.- Self-defense of the Plants.- Predator-prey mode.- Proposed Method.- Case studies.- Conclusions.