عنوان
پدید آورنده
موضوع
رده
QA402.5 .C37 2019
QA402
.
5
.
C37
2019
کتابخانه
محل استقرار
3030055515
3030055523
9783030055516
9783030055523
3030055507
9783030055509
A new bio-inspired optimization algorithm based on the self-defense mechanism of plants in nature /
[Book]
Camilo Caraveo, Fevrier Valdez, Oscar Castillo.
Cham, Switzerland :
Springer,
[2019]
1 online resource
SpringerBriefs in applied sciences and technology. Computational intelligence
Introduction.- Theory and Background.- Self-defense of the Plants.- Predator-prey mode.- Proposed Method.- Case studies.- Conclusions.
Includes bibliographical references and index.
Introduction -- Theory and Background -- Self-defense of the Plants -- Predator-prey mode -- Proposed Method -- Case studies -- Conclusions.
0
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.
Springer Nature
com.springer.onix.9783030055516
New bio-inspired optimization algorithm based on the self-defense mechanism of plants in nature.
9783030055509
Algorithms.
Mathematical optimization.
Plant defenses-- Mathematical models.
Algorithms.
Mathematical optimization.
COM004000
UYQ
UYQ
519
.
6
23
QA402
.
5
.
C37
2019
Caraveo, Camilo
Castillo, Oscar
Valdez, Fevrier
20200823081632.0
pn
مطالعه متن کتاب [Book]
Y
