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mohamed ali (curatore); oliva diego (curatore); suganthan ponnuthurai nagaratnam (curatore) - handbook of nature-inspired optimization algorithms: the state of the art

Handbook of Nature-Inspired Optimization Algorithms: The State of the Art Volume I: Solving Single Objective Bound-Constrained Real-Parameter Numerical Optimization Problems

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2023
Edizione: 1st ed. 2022





Trama

The introduction of nature-inspired optimization algorithms (NIOAs), over the past three decades, helped solve nonlinear, high-dimensional, and complex computational optimization problems. NIOAs have been originally developed to overcome the challenges of global optimization problems such as nonlinearity, non-convexity, non-continuity, non-differentiability, and/or multimodality which traditional numerical optimization techniques had difficulties solving.

The main objective for this book is to make available a self-contained collection of modern research addressing the general bound-constrained optimization problems in many real-world applications using nature-inspired optimization algorithms. This book is suitable for a graduate class on optimization, but will also be useful for interested senior students working on their research projects.




Sommario

Chaotic-SCA Salp Swarm Algorithm Enhanced with Opposition Based Learning:  Application to Decrease Carbon Footprint in Patient Flow.- Design and Performance Evaluation of Objective Functions Based on Various Measures of Fuzzy Entropies for Image Segmentation using Grey Wolf Optimization.- Improved Artificial Bee Colony Algorithm with Adaptive Pursuit Based Strategy Selection.- Beetle Antennae Search Algorithm for the Motion Planning of Industrial Manipulator.- Solving Optimal Power Flow with Considering Placement of TCSC and FACTS Cost Using Cuckoo Search Algorithm.











Altre Informazioni

ISBN:

9783031075148

Condizione: Nuovo
Collana: Studies in Systems, Decision and Control
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:X, 279 p. 94 illus., 73 illus. in color.
Pagine Arabe: 279
Pagine Romane: x


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