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| Author | : Anil Menon |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 288 |
| Release | : 2006-04-11 |
| Genre | : Computers |
| ISBN | : 1402077823 |
Download Frontiers of Evolutionary Computation Book in PDF, ePub and Kindle
Frontiers of Evolutionary Computation brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (Ee. They explore such topics as the role of building blocks, the balancing of exploration with exploitation, the modeling of EC algorithms, the connection with optimization theory and the role of EC as a meta-heuristic method, to name a few. 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. These prominent researchers include: Heinz M]hlenbein, Kenneth De Jong, Carlos Cotta and Pablo Moscato, Lee Altenberg, Gary A. Kochenberger, Fred Glover, Bahram Alidaee and Cesar Rego, William G. Macready, Christopher R. Stephens and Riccardo Poli, Lothar M. Schmitt, John R. Koza, Matthew J. Street and Martin A. Keane, Vivek Balaraman, Wolfgang Banzhaf and Julian Miller.
| Author | : Iba Hitoshi |
| Publisher | : Imperial College Press |
| Total Pages | : 316 |
| Release | : 2011-08-26 |
| Genre | : Computers |
| ISBN | : 1911299557 |
Download New Frontier In Evolutionary Algorithms: Theory And Applications Book in PDF, ePub and Kindle
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.
| Author | : Kenneth A. De Jong |
| Publisher | : MIT Press |
| Total Pages | : 267 |
| Release | : 2006-02-03 |
| Genre | : Computers |
| ISBN | : 0262303337 |
Download Evolutionary Computation Book in PDF, ePub and Kindle
A clear and comprehensive introduction to the field of evolutionary computation that takes an integrated approach. Evolutionary computation, the use of evolutionary systems as computational processes for solving complex problems, is a tool used by computer scientists and engineers who want to harness the power of evolution to build useful new artifacts, by biologists interested in developing and testing better models of natural evolutionary systems, and by artificial life scientists for designing and implementing new artificial evolutionary worlds. In this clear and comprehensive introduction to the field, Kenneth De Jong presents an integrated view of the state of the art in evolutionary computation. Although other books have described such particular areas of the field as genetic algorithms, genetic programming, evolution strategies, and evolutionary programming, Evolutionary Computation is noteworthy for considering these systems as specific instances of a more general class of evolutionary algorithms. This useful overview of a fragmented field is suitable for classroom use or as a reference for computer scientists and engineers.
| Author | : Ivan Zelinka |
| Publisher | : Springer |
| Total Pages | : 533 |
| Release | : 2010-03-10 |
| Genre | : Technology & Engineering |
| ISBN | : 3642107079 |
Download Evolutionary Algorithms and Chaotic Systems Book in PDF, ePub and Kindle
This book discusses the mutual intersection of two fields of research: evolutionary computation, which can handle tasks such as control of various chaotic systems, and deterministic chaos, which is investigated as a behavioral part of evolutionary algorithms.
| Author | : Peter Korosec |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 330 |
| Release | : 2010-02-01 |
| Genre | : Computers |
| ISBN | : 9533070536 |
Download New Achievements in Evolutionary Computation Book in PDF, ePub and Kindle
Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.
| Author | : Agoston E. Eiben |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 307 |
| Release | : 2013-03-14 |
| Genre | : Computers |
| ISBN | : 3662050943 |
Download Introduction to Evolutionary Computing Book in PDF, ePub and Kindle
The first complete overview of evolutionary computing, the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. The text is aimed directly at lecturers and graduate and undergraduate students. It is also meant for those who wish to apply evolutionary computing to a particular problem or within a given application area. The book contains quick-reference information on the current state-of-the-art in a wide range of related topics, so it is of interest not just to evolutionary computing specialists but to researchers working in other fields.
| Author | : Jacek M. Zurada |
| Publisher | : Springer |
| Total Pages | : 402 |
| Release | : 2008-05-30 |
| Genre | : Computers |
| ISBN | : 3540688609 |
Download Computational Intelligence: Research Frontiers Book in PDF, ePub and Kindle
The 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), held during June 1–6, 2008 in Hong Kong, China, marked an important milestone in advancing the paradigms of the new fields of computational intelligence. As the fifth event in the series that has spanned the globe (Orlando-1994, Anchorage-1998, Honolulu-2002, Vancouver-2006), the congress offered renewed and refreshing focus on the progress in nature-inspired and linguistically motivated computation. Most of the congress’s program featured regular and special technical sessions that provided participants with new insights into the most recent developments in the field. As a tradition, in addition to the parallel technical sessions, WCCI holds a series of plenary and invited lectures which are not included in the congress proceedings. As its predecessors, at WCCI 2008, 20 expert speakers shared their expertise on broader, if not panoramic, topics spanning a diverse spectrum of computational intelligence in the areas of neurocomputing, fuzzy systems, evolutionary computation, and adjacent areas. Thanks to their time and expertise, we endeavored to offer this volume to attendees directly at the congress and the general public afterwards.
| Author | : Mahdi Khosravy |
| Publisher | : Springer Nature |
| Total Pages | : 293 |
| Release | : |
| Genre | : |
| ISBN | : 9819981077 |
Download Frontiers in Genetics Algorithm Theory and Applications Book in PDF, ePub and Kindle
| Author | : Wellington Santos |
| Publisher | : BoD – Books on Demand |
| Total Pages | : 586 |
| Release | : 2009-10-01 |
| Genre | : Computers |
| ISBN | : 9533070080 |
Download Evolutionary Computation Book in PDF, ePub and Kindle
This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several analogies and metafores, where one of them is based on philosophy, specifically on the philosophy of praxis and dialectics. In this book it is also presented interesting applications on bioinformatics, specially the use of particle swarms to discover gene expression patterns in DNA microarrays. Therefore, this book features representative work on the field of evolutionary computation and applied sciences. The intended audience is graduate, undergraduate, researchers, and anyone who wishes to become familiar with the latest research work on this field.
| Author | : Christian Jacob |
| Publisher | : Morgan Kaufmann |
| Total Pages | : 606 |
| Release | : 2001 |
| Genre | : Computers |
| ISBN | : 1558606378 |
Download Illustrating Evolutionary Computation with Mathematica Book in PDF, ePub and Kindle
Part 1: Fascinating Evolution -- Part 2: Evolutionary Computation -- Part 3: If Darwin was a Programmer -- Part 4: Evolution of Developmental Programs.
