UID:
almafu_9959767540502883
Umfang:
1 online resource (VIII, 57 p.)
Ausgabe:
1st ed. 2019.
ISBN:
3-030-05551-5
Serie:
SpringerBriefs in Computational Intelligence,
Inhalt:
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.
Anmerkung:
Introduction -- Theory and Background -- Self-defense of the Plants -- Predator-prey mode -- Proposed Method -- Case studies -- Conclusions.
Weitere Ausg.:
ISBN 3-030-05550-7
Sprache:
Englisch
DOI:
10.1007/978-3-030-05551-6
