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.
- ISBN:
- 9783030055509
- 9783030055509
-
Category:
- Artificial intelligence
- Format:
- Paperback
- Publication Date:
-
24-01-2019
- Publisher:
- Springer Nature Switzerland AG
- Country of origin:
- Switzerland
- Pages:
- 57
- Dimensions (mm):
- 235x155mm
- Weight:
- 0.45kg
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