Advances in Computational Intelligence : Theory and Practice

The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy logic and control as well as for evolutionary...

Full description

Corporate Author: SpringerLink (Online service)
Other Authors: Schwefel, Hans-Paul (Editor), Wegener, Ingo (Editor), Weinert, K.D. (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2003, 2003
Edition:1st ed. 2003
Series:Natural Computing Series
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
LEADER 02998nmm a2200445 u 4500
001 EB000687201
003 EBX01000000000000000540283
005 00000000000000.0
007 cr|||||||||||||||||||||
008 140122 ||| eng
020 |a 9783662056097 
100 1 |a Schwefel, Hans-Paul  |e [editor] 
245 0 0 |a Advances in Computational Intelligence  |h Elektronische Ressource  |b Theory and Practice  |c edited by Hans-Paul Schwefel, Ingo Wegener, K.D. Weinert 
250 |a 1st ed. 2003 
260 |a Berlin, Heidelberg  |b Springer Berlin Heidelberg  |c 2003, 2003 
300 |a X, 326 p  |b online resource 
505 0 |a 1 Introduction -- I. Fuzzy Logic -- 2 Mathematical Foundations of Fuzzy Inference -- 3 Data-Based Fuzzy Modeling for Complex Applications -- 4 Fuzzy Modeling to Cope with Ambiguities -- II. Evolutionary Algorithms -- 5 Theory of Evolutionary Algorithms and Genetic Programming -- 6 Design of Evolutionary Algorithms and Applications in Surface Reconstruction -- 7 Genetic Programming and Its Application in Machining Technology -- III. Machine Learning and Optimization -- 8 Novel Learning Tasks, Optimization, and Their Application 
653 |a Computational Mathematics and Numerical Analysis 
653 |a Computational biology  
653 |a Pattern recognition 
653 |a Artificial Intelligence 
653 |a Algorithms 
653 |a Computer Appl. in Life Sciences 
653 |a Computers 
653 |a Bioinformatics  
653 |a Computation by Abstract Devices 
653 |a Artificial intelligence 
653 |a Computer mathematics 
653 |a Pattern Recognition 
653 |a Algorithm Analysis and Problem Complexity 
700 1 |a Wegener, Ingo  |e [editor] 
700 1 |a Weinert, K.D.  |e [editor] 
710 2 |a SpringerLink (Online service) 
041 0 7 |a eng  |2 ISO 639-2 
989 |b SBA  |a Springer Book Archives -2004 
490 0 |a Natural Computing Series 
856 |u https://doi.org/10.1007/978-3-662-05609-7?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 006.3 
520 |a The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy logic and control as well as for evolutionary optimization algorithms including genetic programming, in a comprehensive and systematic way. Theoretical and methodological investigations are complemented by prototypic applications for design and management tasks in electrical engineering, mechanical engineering, and chemical engineering. This book will become a valuable source of reference for researchers active in computational intelligence. Advanced students and professionals interested in learning about and applying advanced techniques of computational intelligence will appreciate the book as a useful guide enhanced by numerous examples and applications in a variety of fields