Frontiers in Genetics Algorithm Theory and Applications 1st Edition by Mahdi Khosravy, Neeraj Gupta, Olaf Witkowski ISBN 9819981069 978-9819981069

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Product details:

ISBN 10: 9819981069 

ISBN 13:  978-9819981069

Author:  Mahdi Khosravy, Neeraj Gupta, Olaf Witkowski

 This book reviews recent advances in theory and applications of genetic algorithm (GA). The book is composed of five parts; Part 1 of the book involves the chapters about the advances in GA theory. Part 2 concerns applications in health, society, and economy. Part 3 has an inclusive focus on application in power systems, and Part 4 concerns the applications of GA in electrical vehicle industries. Finally, Part 5 includes applications in signal and image processing.

Table of contents: 

1. Evolutionary Computation: Perspectives on Past and Future

2. Genetic Algorithms: A Technical Implementation of Natural Evolution

3. Mating in Genetic Algorithm with Application in System Identification

4. A Hybrid Biased Random-Key Genetic Algorithm for the Container Relocation Problem

5. Genetic Algorithm and Its Applications in Power Systems

6. Modified Genetic Algorithm for the Profit-Based Unit Commitment Problem

7. Optimal Power Flow by Genetic Algorithm

8. Multi-Objective Optimal Power Flow Considering Offshore Wind Farm

9. Genetic Algorithm Applications to Power Management

10. Application of Genetic Algorithms to Electrical Vehicle Industries

11. Genetic Algorithm in Traffic Control and Autonomous Driving

12. Nature-Inspired Computing for Wireless Sensor Network

13. Optimization of Robust Image Watermarking Based on DCT and Decomposition Using Genetic Algorithm

14. Genetic Algorithm Application in Continuum Robot Optimization

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Tags: Mahdi Khosravy, Neeraj Gupta, Olaf Witkowski, Frontiers, Genetics, Algorithm Theory, Applications