A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature
Caraveo, Camilo
A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature by Camilo Caraveo, Fevrier Valdez, Oscar Castillo. - 1 recurso en línea (VIII, 57 páginas) - SpringerBriefs in Computational Intelligence 2625-3704 Intelligent Technologies and Robotics (Springer-42732) .
Introduction -- Theory and Background -- Self-defense of the Plants -- Predator-prey mode -- Proposed Method -- Case studies -- Conclusions.
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.
9783030055516
10.1007/978-3-030-05551-6 doi
Valdez, Fevrier autor
Optimización matemática
QA402.5 / 2019 EB
A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature by Camilo Caraveo, Fevrier Valdez, Oscar Castillo. - 1 recurso en línea (VIII, 57 páginas) - SpringerBriefs in Computational Intelligence 2625-3704 Intelligent Technologies and Robotics (Springer-42732) .
Introduction -- Theory and Background -- Self-defense of the Plants -- Predator-prey mode -- Proposed Method -- Case studies -- Conclusions.
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.
9783030055516
10.1007/978-3-030-05551-6 doi
Valdez, Fevrier autor
Optimización matemática
QA402.5 / 2019 EB