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Frontiers of Evolutionary Computation

2006-04-11 Computers
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Release : 2006-04-11
Genre : Computers
Kind : eBook
Book Rating : 823/5 ( reviews)

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Book Synopsis Frontiers of Evolutionary Computation by : Anil Menon

Download or read book Frontiers of Evolutionary Computation written by Anil Menon. This book was released on 2006-04-11. Available in PDF, EPUB and Kindle. Book excerpt: 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.

New Frontier In Evolutionary Algorithms: Theory And Applications

2011-08-26 Computers
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Release : 2011-08-26
Genre : Computers
Kind : eBook
Book Rating : 557/5 ( reviews)

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Book Synopsis New Frontier In Evolutionary Algorithms: Theory And Applications by : Iba Hitoshi

Download or read book New Frontier In Evolutionary Algorithms: Theory And Applications written by Iba Hitoshi. This book was released on 2011-08-26. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Frontiers in Evolutionary Algorithms

2000
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Release : 2000
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Download or read book Frontiers in Evolutionary Algorithms written by . This book was released on 2000. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Intelligence: Research Frontiers

2008-05-30 Computers
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Release : 2008-05-30
Genre : Computers
Kind : eBook
Book Rating : 609/5 ( reviews)

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Book Synopsis Computational Intelligence: Research Frontiers by : Jacek M. Zurada

Download or read book Computational Intelligence: Research Frontiers written by Jacek M. Zurada. This book was released on 2008-05-30. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Special Issue: Frontiers in Evolutionary Algorithms

2000
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Release : 2000
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Book Synopsis Special Issue: Frontiers in Evolutionary Algorithms by :

Download or read book Special Issue: Frontiers in Evolutionary Algorithms written by . This book was released on 2000. Available in PDF, EPUB and Kindle. Book excerpt:

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