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Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

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Nội dung chi tiết: Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997, U.K., 1997Springer-Verlag Wien GmbHr>r. George D. Smith School of Infomution Systems University of East Anglia. Norwich. U.K.Dr. Nigel c. SteeleDivi

sion of MarltcmaucsSchool of Mathematical and Information Sciences Coventry University. Coventry, U.K.Dr. Rudolf F. Albrecht Institut fiir Informauk t Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

jnivursitat Innsbruck. Innsbruck. AustriaThis work is subject to copyright.All rights are reserved, whether the whole or part of the material tó conc

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

erned, specifically those of ưan^lation. reprinting, re use of illustrations, broadcasting, reproduction l>y ptaitooopying machines Or Similar means.

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997rsGraphic design: I'cke Bonk Printed on acid-free and chlorine-free bleached paper SPIN 10635776Willi 384 FiguresISBN 978-3-211-83087-1 ISBN 978-3-709

1-6492-1 (eBook)DOI 10.1007/978-3-7091-6492-1PrefaceThis is the third in a series of conferences devoted primarily to the theory and applications of a Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

r tificial neural networks and genetic algorithms. The first such event was held in Innsbruck, Austria, in April 1993, the second in Ales, France, in

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

April 1995. We are pleased to host the 1997 event in the mediaeval city of Norwich, England, and to carry on the fine tradition set by its predecessor

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997ies of conferences is unique in recognising the relation between the two main themes of artificial neural networks and genetic algorithms, each having

its origin in a natural process fundamental to life on earth, and each now well established as a paradigm fundamental to continuing technological dev Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

elopment through the solution of complex, industrial, commercial and financial problems. This is well illustrated in this volume by the numerous appli

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

cations of both paradigms to new and challenging problems.The third key theme of the series, therefore, is the integration of both technologies, eithe

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997 neural networks as approximate fitness functions for a genetic algorithm searching for good solutions in an ‘incomplete’ solution space, i.e. one for

which the fitness is not easily established for every possible solution instance.Turning to the contributions, of particular interest, is the number Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

of contributions devoted to the development of ‘modular’ neural networks, where a divide and conquer approach is adopted and each module is trained to

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

solve a part of the problem. Contributions also abound in the field of robotics and, in particular, evolutionary robotics, in which the controllers a

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997uch as fuzzy logic and reinforcement learning.Furthermore, we note the relatively large number of contributions in telecommunications related research

, confirming the rapid growth in this industry and the associated emergence of difficult optimisation problems. The increasing complexity of problems Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

in this and other areas has prompted researchers to harness the power of other heuristic techniques, such as simulated annealing and tabu search, eith

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

er in their ‘pure’ form or as hybrids. The contributions in this volume reflect this trend. Finally, we are also pleased to continue to provide a foru

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997veryone who contributed in any way to the completion of this volume. In particular, we thank the members of the Programme Committee for reviewing the

submissions and making the final decisions on the acceptance of papers, Romek Szczesniak (University of East Anglia) for his imenvious task of prepari Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

ng the La'l’eX source file, Silvia Slrilgerius (Springer-Verlag) for the final stages of the publication process and, not least., to all researchers f

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997

or their submissions to 1CANNGA97.We hope that you enjoy and are inspired by the papers contained in this volume.George D. SmithNigel c. SteeleRudolf

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

Artificial neural nets and genetic algorithms proceedings of the international conference in norwich, u k , 1997ng Neural Networks1

George D. Smith Nigel c. Steele Rudolf F. AlbrechtArtificial Neural Nets and Genetic AlgorithmsProceedings of the International Conference in Norwich,

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