Parallel Genetic Algorithms Theory and Real World Applications
This book is the result of several years of research trying to better characterize parallel genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers can learn how to solve complex tasks by reducing their high computatio
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Studies in Computational Intelligence, Volume 367 Editor-in-Chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 346. Weisi Lin, Dacheng Tao, Janusz Kacprzyk, Zhu Li, Ebroul Izquierdo, and Haohong Wang (Eds.) Multimedia Analysis, Processing and Communications, 2011 ISBN 978-3-642-19550-1 Vol. 347. Sven Helmer, Alexandra Poulovassilis, and Fatos Xhafa Reasoning in Event-Based Distributed Systems, 2011 ISBN 978-3-642-19723-9 Vol. 348. Beniamino Murgante, Giuseppe Borruso, and Alessandra Lapucci (Eds.) Geocomputation, Sustainability and Environmental Planning, 2011 ISBN 978-3-642-19732-1 Vol. 349. Vitor R. Carvalho Modeling Intention in Email, 2011 ISBN 978-3-642-19955-4 Vol. 350. Thanasis Daradoumis, Santi Caball´e, Angel A. Juan, and Fatos Xhafa (Eds.) Technology-Enhanced Systems and Tools for Collaborative Learning Scaffolding, 2011 ISBN 978-3-642-19813-7 Vol. 351. Ngoc Thanh Nguyen, Bogdan Trawi´nski, and Jason J. Jung (Eds.) New Challenges for Intelligent Information and Database Systems, 2011 ISBN 978-3-642-19952-3 Vol. 352. Nik Bessis and Fatos Xhafa (Eds.) Next Generation Data Technologies for Collective Computational Intelligence, 2011 ISBN 978-3-642-20343-5 Vol. 353. Igor Aizenberg Complex-Valued Neural Networks with Multi-Valued Neurons, 2011 ISBN 978-3-642-20352-7 Vol. 354. Ljupco Kocarev and Shiguo Lian (Eds.) Chaos-Based Cryptography, 2011 ISBN 978-3-642-20541-5 Vol. 355. Yan Meng and Yaochu Jin (Eds.) Bio-Inspired Self-Organizing Robotic Systems, 2011 ISBN 978-3-642-20759-4 Vol. 356. Slawomir Koziel and Xin-She Yang (Eds.) Computational Optimization, Methods and Algorithms, 2011 ISBN 978-3-642-20858-4
Vol. 357. Nadia Nedjah, Leandro Santos Coelho, Viviana Cocco Mariani, and Luiza de Macedo Mourelle (Eds.) Innovative Computing Methods and their Applications to Engineering Problems, 2011 ISBN 978-3-642-20957-4 Vol. 358. Norbert Jankowski, Wlodzislaw Duch, and Krzysztof Gra ¸ bczewski (Eds.) Meta-Learning in Computational Intelligence, 2011 ISBN 978-3-642-20979-6 Vol. 359. Xin-She Yang, and Slawomir Koziel (Eds.) Computational Optimization and Applications in Engineering and Industry, 2011 ISBN 978-3-642-20985-7 Vol. 360. Mikhail Moshkov and Beata Zielosko Combinatorial Machine Learning, 2011 ISBN 978-3-642-20994-9 Vol. 361. Vincenzo Pallotta, Alessandro Soro, and Eloisa Vargiu (Eds.) Advances in Distributed Agent-Based Retrieval Tools, 2011 ISBN 978-3-642-21383-0 Vol. 362. Pascal Bouvry, Horacio González-Vélez, and Joanna Kolodziej (Eds.) Intelligent Decision Systems in Large-Scale Distributed Environments, 2011 ISBN 978-3-642-21270-3 Vol. 363. Kishan G. Mehrotra, Chilukuri Mohan, Jae C. Oh, Pramod K. Varshney, and Moonis Ali (Eds.) Developing Concepts in Applied Intelligence, 2011 ISBN 978-3-642-21331-1 Vol. 364. Roger Lee (Ed.) Computer and Information Science, 2011 ISBN 978-3-642-21377-9 Vol. 365. Roger Lee (Ed.) Computers, Ne
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