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caraveo camilo; valdez fevrier; castillo oscar - a new bio-inspired optimization algorithm based on the self-defense mechanism of plants in nature

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 01/2019
Edizione: 1st ed. 2019





Trama

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.





Sommario

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










Altre Informazioni

ISBN:

9783030055509

Condizione: Nuovo
Collana: SpringerBriefs in Applied Sciences and Technology
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:VIII, 57 p.
Pagine Arabe: 57
Pagine Romane: viii


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