BOOK DOWNLOAD

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature

20.00$
A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature
BOOK DOWNLOAD

A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature

20.00$

(SpringerBriefs in Applied Sciences and Technology) 1st ed. 2019 edition 

by Camilo Caraveo (Author), Fevrier Valdez (Contributor), Oscar Castillo (Contributor) 

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.

Year:
2019
Pages:
62
Language:
English
Format:
PDF
Size:
2 MB
Publisher:
Springer
ISBN-10:
3030055507
ISBN-13:
978-3030055509
ASIN:
B07M6H4NLL
Tag:
A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature