Advances in Evolutionary Computing: Theory and Applications (Natural Computing Series)

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9783642623868: Advances in Evolutionary Computing: Theory and Applications (Natural Computing Series)

This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world.

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The term evolutionary computing (EC) refers to the study of the foundations and applications of certain heuristic techniques based on the principles of natural evolution, and thus the aim when designing evolutionary algorithms (EAs) is to mimic some of the processes taking place in natural evolution.

Many researchers around the world have been developing EC methodologies for designing intelligent decision-making systems for a variety of real-world problems. This book provides a collection of 40 articles, written by leading experts in the field, containing new material on both the theoretical aspects of EC and demonstrating its usefulness in various kinds of large-scale real-world problems. Of the articles contributed, 23 articles deal with various theoretical aspects of EC and 17 demonstrate successful applications of EC methodologies.

 

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ASHISH GHOSH
Editorial: Springer (2012)
ISBN 10: 3642623867 ISBN 13: 9783642623868
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Herb Tandree Philosophy Books
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Descripción Springer, 2012. Paperback. Estado de conservación: NEW. 9783642623868 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0409327

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Ghosh, Ashish / Tsutsui, Shigeyoshi
ISBN 10: 3642623867 ISBN 13: 9783642623868
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Descripción Estado de conservación: New. Publisher/Verlag: Springer, Berlin | Theory and Applications | This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world. | I.- Smoothness, Ruggedness and Neutrality of Fitness Landscapes: from Theory to Application.- Fast Evolutionary Algorithms.- Visualizing Evolutionary Computation.- New Schemes of Biologically Inspired Evolutionary Computation.- On the Design of Problem-specific Evolutionary Algorithms.- Multiparent Recombination in Evolutionary Computing.- TCG-2: A Test-case Generator for Non-linear Parameter Optimisation Techniques.- A Real-coded Genetic Algorithm Using the Unimodal Normal Distribution Crossover.- Designing Evolutionary Algorithms for Dynamic Optimization Problems.- Multi-objective Evolutionary Algorithms: Introducing Bias Among Pareto-optimal Solutions.- Gene Expression and Scalable Genetic Search.- Solving Permutation Problems with the Ordering Messy Genetic Algorithm.- Effects of Adding Perturbations to Phenotypic Parameters in Genetic Algorithms for Searching Robust Solutions.- Evolution of Strategies for Resource Protection Problems.- A Unified Bayesian Framework for Evolutionary Learning and Optimization.- Designed Sampling with Crossover Operators.- Evolutionary Computation for Evolutionary Theory.- Computational Embryology: Past, Present and Future.- An Evolutionary Approach to Synthetic Biology: Zen in the Art of Creating Life.- Scatter Search.- The Ant Colony Optimization Paradigm for Combinatorial Optimization.- Evolving Coordinated Agents.- Exploring the Predictable.- II.- Approaches to Combining Local and Evolutionary Search for Training Neural Networks: A Review and Some New Results.- Evolving Analog Circuits by Variable Length Chromosomes.- Human-competitive Applications of Genetic Programming.- Evolutionary Algorithms for the Physical Design of VLSI Circuits.- From Theory to Practice: An Evolutionary Algorithm for the Antenna Placement Problem.- Routing Optimization in Corporate Networks by Evolutionary Algorithms.- Genetic Algorithms and Timetabling.- Machine Learning by Schedule Decomposition - Prospects for an Integration of AI and OR Techniques for Job Shop Scheduling.- Scheduling of Bus Drivers' Service by a Genetic Algorithm.- A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery.- Data Mining from Clinical Data Using Interactive Evolutionary Computation.- Learning-integrated Interactive Image Segmentation.- An Immunogenetic Approach in Chemical Spectrum Recognition.- Application of Evolutionary Computation to Protein Folding.- Evolutionary Generation of Regrasping Motion.- Recent Trends in Learning Classifier Systems Research.- Better than Samuel: Evolving a Nearly Expert Checkers Player. | Format: Paperback | Language/Sprache: english | 942 gr | 235x155x32 mm | 1006 pp. Nº de ref. de la librería K9783642623868

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Ashish Ghosh
Editorial: Springer Nov 2012 (2012)
ISBN 10: 3642623867 ISBN 13: 9783642623868
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Descripción Springer Nov 2012, 2012. Taschenbuch. Estado de conservación: Neu. Neuware - This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world. 1044 pp. Englisch. Nº de ref. de la librería 9783642623868

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Ashish Ghosh
Editorial: Springer Nov 2012 (2012)
ISBN 10: 3642623867 ISBN 13: 9783642623868
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Agrios-Buch
(Bergisch Gladbach, Alemania)
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Descripción Springer Nov 2012, 2012. Taschenbuch. Estado de conservación: Neu. Neuware - This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world. 1044 pp. Englisch. Nº de ref. de la librería 9783642623868

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Ashish Ghosh
Editorial: Springer Nov 2012 (2012)
ISBN 10: 3642623867 ISBN 13: 9783642623868
Nuevos Taschenbuch Cantidad: 1
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AHA-BUCH GmbH
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Descripción Springer Nov 2012, 2012. Taschenbuch. Estado de conservación: Neu. This item is printed on demand - Print on Demand Neuware - This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world. 1044 pp. Englisch. Nº de ref. de la librería 9783642623868

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Editorial: Springer-Verlag Berlin and Heidelberg GmbH Co. KG, Germany (2012)
ISBN 10: 3642623867 ISBN 13: 9783642623868
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The Book Depository EURO
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Descripción Springer-Verlag Berlin and Heidelberg GmbH Co. KG, Germany, 2012. Paperback. Estado de conservación: New. Language: English . Brand New Book. This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world. Softcover reprint of the original 1st ed. 2003. Nº de ref. de la librería KNV9783642623868

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