Frontiers in Genetics Algorithm Theory and Applications
Title | Frontiers in Genetics Algorithm Theory and Applications PDF eBook |
Author | Mahdi Khosravy |
Publisher | Springer Nature |
Pages | 293 |
Release | |
Genre | |
ISBN | 9819981077 |
Frontiers in Genetics Algorithm Theory and Applications
Title | Frontiers in Genetics Algorithm Theory and Applications PDF eBook |
Author | Mahdi Khosravy |
Publisher | Springer |
Pages | 0 |
Release | 2024-02-19 |
Genre | Technology & Engineering |
ISBN | 9789819981069 |
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.
New Frontier In Evolutionary Algorithms: Theory And Applications
Title | New Frontier In Evolutionary Algorithms: Theory And Applications PDF eBook |
Author | Hitoshi Iba |
Publisher | Imperial College Press |
Pages | 317 |
Release | 2011-08-26 |
Genre | Computers |
ISBN | 1911299557 |
This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of practical applications. It provides a methodology for a GA-based search strategy with the integration of several Artificial Life and Artificial Intelligence techniques, such as memetic concepts, swarm intelligence, and foraging strategies. The development of such tools contributes to better optimizing methodologies when addressing tasks from areas such as robotics, financial forecasting, and data mining in bioinformatics.The emphasis of this book is on applicability to the real world. Tasks from application areas - optimization of the trading rule in foreign exchange (FX) and stock prices, economic load dispatch in power system, exit/door placement for evacuation planning, and gene regulatory network inference in bioinformatics - are studied, and the resultant empirical investigations demonstrate how successful the proposed approaches are when solving real-world tasks of great importance.
Parallel Genetic Algorithms
Title | Parallel Genetic Algorithms PDF eBook |
Author | Joachim Stender |
Publisher | IOS Press |
Pages | 230 |
Release | 1993 |
Genre | Computers |
ISBN | 9789051990874 |
Frontiers of Evolutionary Computation
Title | Frontiers of Evolutionary Computation PDF eBook |
Author | Anil Menon |
Publisher | Springer Science & Business Media |
Pages | 288 |
Release | 2004-02-29 |
Genre | Computers |
ISBN | 1402075243 |
The articles feature a mixture of informal discussion interspersed with formal statements, thus providing the reader an opportunity to observe a wide range of EC problems from the investigative perspective of world-renowned researchers."
The Practical Handbook of Genetic Algorithms
Title | The Practical Handbook of Genetic Algorithms PDF eBook |
Author | Lance D. Chambers |
Publisher | CRC Press |
Pages | 442 |
Release | 2019-09-17 |
Genre | Mathematics |
ISBN | 9781420050073 |
The mathematics employed by genetic algorithms (GAs)are among the most exciting discoveries of the last few decades. But what exactly is a genetic algorithm? A genetic algorithm is a problem-solving method that uses genetics as its model of problem solving. It applies the rules of reproduction, gene crossover, and mutation to pseudo-organism
Genetic Algorithms and their Applications
Title | Genetic Algorithms and their Applications PDF eBook |
Author | John J. Grefenstette |
Publisher | Psychology Press |
Pages | 269 |
Release | 2013-08-21 |
Genre | Psychology |
ISBN | 1134989733 |
First Published in 1987. This is the collected proceedings of the second International Conference on Genetic Algorithms held at the Massachusetts Institute of Technology, Cambridge, MA on the 28th to the 31st July 1987. With papers on Genetic search theory, Adaptive search operators, representation issues, connectionism and parallelism, credit assignment ad learning, and applications.