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Title Advances in evolutionary computing : theory and applications / Ashish Ghosh, Shigeyoshi Tsutsui (eds.).
Imprint Berlin ; New York : Springer, 2003.

Series Natural computing series
Natural computing series.
Subject Evolutionary programming (Computer science)
Evolutionary computation.
Alt Name Ghosh, Ashish, 1966-
Tsutsui, Shigeyoshi, 1944-
Description xvi, 1006 pages : illustrations ; 24 cm.
Bibliography Note Includes bibliographical references and index.
ISBN 3540433309 (alk. paper)
OCLC # 50207987
Table of Contents
 Smoothness, Ruggedness and Neutrality of Fitness Landscapes: from Theory to Application / Vesselin K. Vassilev, Terence C. Fogarty, Julian F. Miller3
 Fast Evolutionary Algorithms / Xin Yao, Yong Liu, Ko-Hsin Liang, Guangming Lin45
 Visualizing Evolutionary Computation / Trevor D. Collins95
 New Schemes of Biologically Inspired Evolutionary Computation / Hidefumi Sawai, Susumu Adachi, Sachio Kizu117
 On the Design of Problem-specific Evolutionary Algorithms / Stefan Droste, Dirk Wiesmann153
 Multiparent Recombination in Evolutionary Computing / A. E. Eiben175
 TCG-2: A Test-case Generator: for Non-linear Parameter Optimisation Techniques / Zbigniew Michalewicz, Martin Schmidt193
 A Real-coded Genetic Algorithm Using the Unimodal Normal Distribution Crossover / Isao Ono, Hajime Kita, Shigenobu Kobayashi213
 Designing Evolutionary Algorithms for Dynamic Optimization Problems / Jurgen Branke, Hartmut Schmeck239
 Multi-objective Evolutionary Algorithms: Introducing Bias Among Pareto-optimal Solutions / Kalyanmoy Deb263
 Gene Expression and Scalable Genetic Search / Hillol Kargupta293
 Solving Permutation Problems with the Ordering Messy Genetic Algorithm / Dimitri Knjazew, David E. Goldberg321
 Effects of Adding Perturbations to Phenotypic Parameters in Genetic Algorithms for Searching Robust Solutions / Shigeyoshi Tsutsui, Ashish Ghosh351
 Evolution of Strategies for Resource Protection Problems / William M. Spears, Diana F. Gordon-Spears367
 A Unified Bayesian Framework for Evolutionary Learning and Optimization / Byoung-Tak Zhang393
 Designed Sampling with Crossover Operators / Akiko Aizawa413
 Evolutionary Computation for Evolutionary Theory / C. C. Maley441
 Computational Embryology: Past, Present and Future / Sanjeev Kumar, Peter J. Bentley461
 An Evolutionary Approach to Synthetic Biology: Zen in the Art of Creating Life / Thomas S. Ray479
 Scatter Search / Fred Glover, Manuel Laguna, Rafael Marti519
 The Ant Colony Optimization Paradigm for Combinatorial Optimization / Antonella Carbonaro, Vittorio Maniezzo539
 Evolving Coordinated Agents / Sandip Sen, Sandip Debnath, Manisha Mundhe559
 Exploring the Predictable / Jurgen Schmidhuber579
 Approaches to Combining Local and Evolutionary Search for Training Neural Networks: A Review and Some New Results / Kim W. C. Ku, M. W. Mak, W. C. Siu615
 Evolving Analog Circuits by Variable Length Chromosomes / Shin Ando, Mitsuru Ishizuka, Hitoshi Iba643
 Human-competitive Applications of Genetic Programming / John R. Koza663
 Evolutionary Algorithms for the Physical Design of VLSI Circuits / James Cohoon, John Karro, Jens Lienig683
 From Theory to Practice: An Evolutionary Algorithm for the Antenna Placement Problem / Jorg Zimmermann, Robin Hons, Heinz Muhlenbein713
 Routing Optimization in Corporate Networks by Evolutionary Algorithms / Thomas Back, Claus Hillermeier, Jorg Ziegenhirt739
 Genetic Algorithms and Timetabling / Peter Ross, Emma Hart, David Corne755
 Machine Learning by Schedule Decomposition - Prospects for an Integration of AI and OR Techniques for Job Shop Scheduling / Ulrich Dorndorf, Erwin Pesch, Ton Phan Huy773
 Scheduling of Bus Drivers' Service by a Genetic Algorithm / Ikuo Yoshihara799
 A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery / Alex A. Freitas819
 Data Mining from Clinical Data Using Interactive Evolutionary Computation / Takao Terano, Masanori Inada847
 Learning-integrated Interactive Image Segmentation / Bir Bhanu, Stephanie Fonder863
 An Immunogenetic Approach in Chemical Spectrum Recognition / Yuehua Cao, Dipankar Dasgupta897
 Application of Evolutionary Computation to Protein Folding / Steffen Schulze-Kremer915
 Evolutionary Generation of Regrasping Motion / Yasuhisa Hasegawa, Toshio Fukuda941
 Recent Trends in Learning Classifier Systems Research / Pier Luca Lanzi, Rick L. Riolo955
 Better than Samuel: Evolving a Nearly Expert Checkers Player / David B. Fogel989

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