A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature
Springer International Publishing (Verlag)
978-3-030-05550-9 (ISBN)
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.
Introduction.- Theory and Background.- Self-defense of the Plants.- Predator-prey mode.- Proposed Method.- Case studies.- Conclusions.
| Erscheinungsdatum | 17.01.2019 |
|---|---|
| Reihe/Serie | SpringerBriefs in Applied Sciences and Technology | SpringerBriefs in Computational Intelligence |
| Zusatzinfo | VIII, 57 p. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 118 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Naturwissenschaften ► Biologie ► Botanik | |
| Technik | |
| Schlagworte | Computational Intelligence • Fuzzy Logic • Lotka-Volterra • Predator-Prey Model • Self-Defense of Plants |
| ISBN-10 | 3-030-05550-7 / 3030055507 |
| ISBN-13 | 978-3-030-05550-9 / 9783030055509 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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