| Description |
1 online resource (xviii, 282 pages) : illustrations |
| Contents |
1. Three Generations of Coevolutionary Robotics / Jordan B. Pollack, Hod Lipson, Pablo Funes, Gregory Hornby 1 -- 2. Beyond 2001: The Linguistic Spatial Odyssey / James M. Keller, Pascal Matsakis, Marjorie Skubic 11 -- 3. Computing Machinery and Intelligence Amplification / Steven K. Rogers, Matthew Kabrisky, Kenneth Bauer, Mark E. Oxley 25 -- 4. Visualizing Complexity in the Brain / Lloyd Watts 45 -- 5. Emerging Technologies: Onr's Need for Intelligent Computation in Underwater Sensors / James F. McEachern, Robert T. Miyamoto 57 -- 6. Beyond Volterra and Wiener: Optimal Modeling of Nonlinear Dynamical Systems in a Neural Space for Applications in Computational Intelligence / Rui J.P. de Figueiredo 65 -- 7. Techniques for Extracting Classification and Regression Rules from Artificial Neural Networks / Rudy Setiono 99 -- 8. Neural Networks for Control: Research Opportunities and Recent Developments / Paul J. Werbos 115 -- 9. Intelligent Learning Robotic Systems Using Computational Intelligence / Toshio Fukuda, Naoyuki Kubota 121 -- 10. Computational Intelligence in Logistics / Hans-Jurgen Zimmermann 139 -- 11. Two New Convergence Results for Alternating Optimization / James C. Bezdek, Richard J. Hathaway 149 -- 12. Constructive Design of a Discrete-Time Fuzzy Controller Based on Piecewise-Lyapunov Functions / Gang Feng, Dong Sun, Louis Wang 165 -- 13. Evolutionary Computation and Cognitive Science / Janet Wiles, Jennifer Hallinan 179 -- 14. Evolvable Hardware and Its Applications / T. Higuchi, E. Takahashi, Y. Kasai, T. Itatani, M. Iwata, H. Sakanashi, M. Murakawa, I. Kajitani, H. Nosato 191 -- 15. Humanized Computational Intelligence with Interactive Evolutionary Computation / Hideyuki Takagi 207 -- 16. Unsupervised Learning by Artificial Neural Networks / Harold Szu 219 -- 17. Collective Intelligence / David H. Wolpert 245 -- 18. Backpropagation: General Principles and Issues for Biology / Paul J. Werbos 261 |
| Summary |
The definitive survey of computational intelligence from luminaries in the field Computational intelligence is a fast-moving, multidisciplinary field - the nexus of diverse technical interest areas that include neural networks, fuzzy logic, and evolutionary computation. Keeping up with computational intelligence means understanding how it relates to an ever-expanding range of applications. This is the book that ties it all together - and puts that understanding well within your reach. In Computational Intelligence: The Experts Speak, editors David B. Fogel and Charles J. Robinson present an unmatched compilation of expanded papers from plenary and special lecturers attending the 2002 IEEE World Congress on Computational Intelligence. Collectively, these papers provide a compelling snapshot of the issues that define the industry, as observed by some of the top minds in the computational intelligence community. In a series of topical chapters, this comprehensive volume shows how current technology is shaping computational intelligence, and it delivers eye-opening insights into the field's future challenges. The research detailed here covers an array of leading-edge applications, from coevolutionary robotics to underwater sensors and cognitive science, in such areas as: . Self-organizing systems. Situation awareness. Human-machine interaction. Automatic control. Data recognition Computational Intelligence also includes introductions to each grouping of contributions that provide helpful tutorials and discuss important parallels between topics. Whatever your role might be in this dynamic, influential field, this is the one reference that no practitioner of computational intelligence should be without |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
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Print version record |
| Subject |
Computational intelligence.
|
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Computational intelligence
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| Form |
Electronic book
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| Author |
Fogel, David B.
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Robinson, Charles J., 1947-
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| ISBN |
9780470544297 |
|
0470544295 |
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9780471274544 |
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0471274542 |
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