Computational Intelligence: Research Frontiers: IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures: Lecture Notes in Computer Science, cartea 5050
Editat de Jacek M. Zurada, Gary G. Yen, Jun Wangen Limba Engleză Paperback – 13 mai 2008
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Specificații
ISBN-13: 9783540688587
ISBN-10: 3540688587
Pagini: 412
Ilustrații: XVI, 392 p.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.61 kg
Ediția:2008
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540688587
Pagini: 412
Ilustrații: XVI, 392 p.
Dimensiuni: 155 x 235 x 25 mm
Greutate: 0.61 kg
Ediția:2008
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Machine Learning and Brain Computer Interface.- A New Framework for Machine Learning.- Bilevel Optimization and Machine Learning.- Bayesian Ying Yang System, Best Harmony Learning, and Gaussian Manifold Based Family.- The Berlin Brain-Computer Interface.- Basic Scheme of Neuroinformatics Platform: XooNIps.- Fuzzy Modeling and Control.- Collaborative Architectures of Fuzzy Modeling.- Information Fusion for Man-Machine Cooperation.- Bio-inspired Self-Organizing Relationship Network as Knowledge Acquisition Tool and Fuzzy Inference Engine.- Type-2 Fuzzy Logic Controllers: A Way Forward for Fuzzy Systems in Real World Environments.- Computational Evolution.- The Burden of Proof: Part II.- Evolution of Altruistic Robots.- Simulated Evolution under Multiple Criteria Conditions Revisited.- Handling Uncertainties in Evolutionary Multi-Objective Optimization.- Applications.- VCV2 – Visual Cluster Validity.- Data Management by Self-Organizing Maps.- Cocktail Party Processing.- Similarities in Fuzzy Data Mining: From a Cognitive View to Real-World Applications.- Attaining Fault Tolerance through Self-adaption: The Strengths and Weaknesses of Evolvable Hardware Approaches.
Textul de pe ultima copertă
This state-of-the-art survey offers a renewed and refreshing focus on the progress in nature-inspired and linguistically motivated computation. The book presents the expertise and experiences of leading researchers spanning a diverse spectrum of computational intelligence in the areas of neurocomputing, fuzzy systems, evolutionary computation, and adjacent areas. The result is a balanced contribution to the field 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 18 selected chapters originate from lectures and presentations given at the 5th IEEE World Congress on Computational Intelligence, WCCI 2008, held in Hong Kong, China, in June 2008. After an introduction to the field and an overview of the volume, the chapters are divided into four topical sections on machine learning and brain computer interface, fuzzy modeling and control, computational evolution, and applications.
The 18 selected chapters originate from lectures and presentations given at the 5th IEEE World Congress on Computational Intelligence, WCCI 2008, held in Hong Kong, China, in June 2008. After an introduction to the field and an overview of the volume, the chapters are divided into four topical sections on machine learning and brain computer interface, fuzzy modeling and control, computational evolution, and applications.