Genetic algorithms are one of the tools you can use to apply machine learning to finding good, sometimes even optimal, solutions to problems that have billions of potential solutions. This book gives ...

What is this book about? This book will help you gain expertise in genetic algorithms, how they work, and when and how to use them to create Python-based apps. By the end of this book, you’ll have ...

Written by Eyal Wirsansky, a senior data scientist and AI researcher with over 25 years of experience and a research background in genetic algorithms and neural networks, Hands-On Genetic Algorithms ...

Genetic Algorithms in Electromagnetics focuses on optimizing the objective function when a computer algorithm, analytical model, or experimental result describes the performance of an electromagnetic ...

Recent research has increasingly focused on utilizing genetic algorithms (GAs) and hybrid techniques to enhance the efficiency and effectiveness of process planning. These methods are particularly ...

To support decision making in agriculture, an approach combining a genetic algorithm (GA) with the crop model AquaCrop is proposed for a location-specific calibration of maize cropping. In this ...