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

Caraveo, Camilo

9783030055509: A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature

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ISBN 10: 3030055507 ISBN 13: 9783030055509

Casa editrice: Springer, 2019

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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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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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore: Springer
Data di pubblicazione: 2019
Lingua: Inglese
ISBN 10: 3030055507
ISBN 13: 9783030055509
Rilegatura: Copertina flessibile
Numero edizione: 1
Numero di pagine: 68
Contatto del produttore: non disponibile
Persona responsabile: CMN Printpool Inh. Mathis Neumann
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A New Bio-Inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature

Camilo Caraveo|Fevrier Valdez|Oscar Castillo

Editore: Springer International Publishing, 2019

ISBN 10: 3030055507 ISBN 13: 9783030055509

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

Camilo Caraveo

Editore: Springer International Publishing Jan 2019, 2019

ISBN 10: 3030055507 ISBN 13: 9783030055509

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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 68 pp. Englisch. Codice articolo 9783030055509

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

Camilo Caraveo

Editore: Springer International Publishing, Springer International Publishing, 2019

ISBN 10: 3030055507 ISBN 13: 9783030055509

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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9783030055509

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

Camilo Caraveo

Editore: Springer International Publishing, Springer Nature Switzerland Jan 2019, 2019

ISBN 10: 3030055507 ISBN 13: 9783030055509

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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania

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Taschenbuch. Condizione: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 68 pp. Englisch. Codice articolo 9783030055509

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