UID:
almahu_9948029446902882
Format:
VIII, 57 p.
,
online resource.
ISBN:
9783030055516
Series Statement:
SpringerBriefs in Computational Intelligence,
Content:
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.
Note:
Introduction -- Theory and Background -- Self-defense of the Plants -- Predator-prey mode -- Proposed Method -- Case studies -- Conclusions.
In:
Springer eBooks
Additional Edition:
Printed edition: ISBN 9783030055509
Additional Edition:
Printed edition: ISBN 9783030055523
Language:
English
DOI:
10.1007/978-3-030-05551-6
URL:
https://doi.org/10.1007/978-3-030-05551-6
