Applications of Cuckoo Search Algorithm and its Variants

✍ Scribed by Nilanjan Dey

Publisher: Springer Singapore;Springer
Year: 2021
Tongue: English
Leaves: 328
Series: Springer Tracts in Nature-Inspired Computing
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book highlights the basic concepts of the CS algorithm and its variants, and their use in solving diverse optimization problems in medical and engineering applications. Evolutionary-based meta-heuristic approaches are increasingly being applied to solve complicated optimization problems in several real-world applications. One of the most successful optimization algorithms is the Cuckoo search (CS), which has become an active research area to solve N-dimensional and linear/nonlinear optimization problems using simple mathematical processes. CS has attracted the attention of various researchers, resulting in the emergence of numerous variants of the basic CS with enhanced performance since 2019.

✦ Table of Contents

Front Matter ....Pages i-ix
Cuckoo Search and Its Variants in Digital Image Processing: A Comprehensive Review (Atreyee Mondal, Nilanjan Dey, Amira S. Ashour)....Pages 1-20
Cuckoo Search Algorithm for Parametric Data Fitting of Characteristic Curves of the Van der Waals Equation of State (Almudena Campuzano, Andrés Iglesias, Akemi Gálvez)....Pages 21-45
Cuckoo Search Algorithm with Various Walks (F. B. Ozsoydan, İ. Gölcük)....Pages 47-77
Cuckoo Search Algorithm: Statistical-Based Optimization Approach and Engineering Applications (Thanh-Phong Dao)....Pages 79-99
Training a Feed-Forward Neural Network Using Cuckoo Search (Adit Kotwal, Jai Kotia, Rishika Bharti, Ramchandra Mangrulkar)....Pages 101-122
Cuckoo Search for Optimum Design of Real-Sized High-Level Steel Frames (Serdar Carbas, Ibrahim Aydogdu)....Pages 123-145
Application of Cuckoo Search Algorithm User Interface for Parameter Optimization of Ultrasonic Machining Process (D. Singh, R. S. Shukla)....Pages 147-173
The Cuckoo Search Algorithm Applied to Fuzzy Logic Control Parameter Optimization (G. García-Gutiérrez, D. Arcos-Aviles, E. V. Carrera, F. Guinjoan, A. Ibarra, P. Ayala)....Pages 175-206
Impact of Cuckoo Algorithm in Speech Processing (Akalpita Das, Himanish Shekhar Das, Himadri Shekhar Das)....Pages 207-228
Cuckoo Search Based Backcalculation Algorithm for Estimating Layer Properties of Full-Depth Flexible Pavements (A. Öcal, O. Pekcan)....Pages 229-252
An Objective-Based Design Approach of Retaining Walls Using Cuckoo Search Algorithm (E. B. Tutuş, T. Ghalandari, O. Pekcan)....Pages 253-275
A Hybrid Cuckoo Search Algorithm for Cost Optimization of Mechanically Stabilized Earth Walls (M. Altun, Y. Yalcin, O. Pekcan)....Pages 277-306
A Cuckoo Search Algorithm Inspired from Membrane Systems (A. Maroosi)....Pages 307-324

✦ Subjects

Engineering; Computational Intelligence; Algorithm Analysis and Problem Complexity; Continuous Optimization; Algorithms

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