| Description |
1 online resource (viii, 279 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7311 |
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State-of-the-art survey |
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LNCS sublibrary. SL 3, Information systems and application, incl. Internet/Web and HCI |
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Lecture notes in computer science ; 7311. 1611-3349
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Lecture notes in computer science. State-of-the-art survey.
|
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
|
| Contents |
Lazy Meta-Learning: Creating Customized Model Ensembles on Demand / Piero P. Bonissone -- Multiagent Learning through Neuroevolution / Risto Miikkulainen, Eliana Feasley, Leif Johnson, Igor Karpov and Padmini Rajagopalan, et al. -- Reverse-Engineering the Human Auditory Pathway / Lloyd Watts -- Unpacking and Understanding Evolutionary Algorithms / Xin Yao -- Representation in Evolutionary Computation / Daniel Ashlock, Cameron McGuinness and Wendy Ashlock -- Quo Vadis, Evolutionary Computation? On a Growing Gap between Theory and Practice / Zbigniew Michalewicz -- Probabilistic Graphical Approaches for Learning, Modeling, and Sampling in Evolutionary Multi-objective Optimization / Vui Ann Shim and Kay Chen Tan -- The Quest for Transitivity, a Showcase of Fuzzy Relational Calculus / Bernard De Baets -- Cognition-Inspired Fuzzy Modelling / Maria Rifqi -- A Unified Fuzzy Model-Based Framework for Modeling and Control of Complex Systems: From Flying Vehicle Control to Brain-Machine Cooperative Control / Kazuo Tanaka -- Predictive Learning, Knowledge Discovery and Philosophy of Science / Vladimir Cherkassky -- Evolving Spiking Neural Networks and Neurogenetic Systems for Spatio- and Spectro-Temporal Data Modelling and Pattern Recognition / Nikola Kasabov -- Uncovering the Neural Code Using a Rat Model during a Learning Control Task / Chenhui Yang, Hongwei Mao, Yuan Yuan, Bing Cheng and Jennie Si |
| Summary |
Annotation This state-of-the-art survey offers a renewed and refreshing focus on the progress in evolutionary computation, in neural networks, and in fuzzy systems. The book presents the expertise and experiences of leading researchers spanning a diverse spectrum of computational intelligence in these areas. The result is a balanced contribution to the research area of computational intelligence that should serve the community not only as a survey and a reference, but also as an inspiration for the future advancement of the state of the art of the field. The 13 selected chapters originate from lectures and presentations given at the IEEE World Congress on Computational Intelligence, WCCI 2012, held in Brisbane, Australia, in June 2012 |
| Analysis |
Computer science |
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Computer software |
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Database management |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Information Storage and Retrieval |
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Information Systems Applications (incl. Internet) |
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Algorithm Analysis and Problem Complexity |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed August 13, 2012) |
| In |
Springer eBooks |
| Subject |
Computational intelligence -- Congresses
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Informatique.
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Computational intelligence
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Liu, Jing
|
| ISBN |
9783642306877 |
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364230687X |
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3642306861 |
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9783642306860 |
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