Dey N. Applied Genetic Algorithm and Its Variants. Case Studies...2023

Textbook in PDF format

This book provides fundamental concepts related to various types of genetic algorithms and practical applications in various domains such as medical imaging, manufacturing, and engineering design. The book discusses genetic algorithms which are used to solve a variety of optimization problems. The genetic algorithms are demonstrated to offer reliable search in complex spaces. The book presents high-quality research work by academics and researchers which is useful for young researchers and students.
Preface
Editor and Contributors
Variants of Genetic Algorithms and Their Applications
Genetic Algorithm Applications for Challenging Real-World Problems: Some Recent Advances and Future Trends
Genetic Algorithm for Route Optimization
Design Weight Minimization of a Reinforced Concrete Beam Through Genetic Algorithm and Its Variants
IGA: An Improved Genetic Algorithm for Real-Optimization Problem
Application of Genetic Algorithm-Based Controllers in Wind Energy Systems for Smart Energy Management
Application of Genetic Algorithm in Predicting Mental Illness: A Case Study of Schizophrenia
Comparison of Biologically Inspired Algorithm with Socio-inspired Technique on Load Frequency Control of Multi-source Single-Area Power System
Genetic Algorithm and Accelerating Fuzzification for Optimum Sizing and Topology Design of Real-Size Tall Building Systems
Evaluation of Underwater Images Using Genetic Algorithm-Monitored Preprocessing and Morphological Segmentation