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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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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…
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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 Minkšti viršeliai - 20190124

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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.

  • Kaina internetu: 67,49 €
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  • Išsiųsime per 14–18 d. d.

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