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A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature (Paperback, 1st ed. 2019) Loot Price: R1,408
Discovery Miles 14 080
Repayment Terms: R132 pm x 12*
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A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature (Paperback, 1st ed. 2019):...

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature (Paperback, 1st ed. 2019)

Camilo Caraveo, Fevrier Valdez, Oscar Castillo

Series: SpringerBriefs in Computational Intelligence

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Loot Price R1,408 Discovery Miles 14 080 | Repayment Terms: R132 pm x 12*

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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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: SpringerBriefs in Computational Intelligence
Release date: 2019
First published: 2019
Authors: Camilo Caraveo • Fevrier Valdez • Oscar Castillo
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 57
Edition: 1st ed. 2019
ISBN-13: 978-3-03-005550-9
Categories: Books > Computing & IT > General theory of computing > Data structures
Books > Computing & IT > Computer programming > Algorithms & procedures
Books > Science & Mathematics > Mathematics > Optimization > General
Books > Science & Mathematics > Biology, life sciences > Botany & plant sciences > General
Books > Computing & IT > Applications of computing > Artificial intelligence > General
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LSN: 3-03-005550-7
Barcode: 9783030055509

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