Computational intelligence : principles, techniques and applications ; with 13 tables ; [with CD-ROM]

The book Computational Intelligence: Principles, Techniques and Applications presents both theories and applications of Computational Intelligence in a clear, precise and highly comprehensive style. The textbook addresses the fundamental aspects of Fuzzy Sets and Logic, Neural Networks, Evolutionary Computing and Belief Networks. The application areas include Fuzzy Databases, Fuzzy Control, Image Understanding, Expert Systems, Object Recognition, Criminal Investigation, Telecommunication Networks and Intelligent Robots. The book contains many numerical examples and homework problems with sufficient hints so that the students can solve them on their own. A CD ROM containing the simulations is supplied with the book to enable the interested readers to develop their own application programs with the supplied C/ C++ toolbox. TOC:An Introduction to Computational Intelligence.- Fuzzy Sets and Relations.- Fuzzy Logic and Approximate Reasoning.- Fuzzy Logic In Process Control.- Fuzzy Pattern Recognition.- Fuzzy Databases and Possibilistic Reasoning.- Introduction to Machine Learning Using Neural Nets.- Supervised Neural Learning Algorithms.- Unsupervised Neural Learning Algorithms.- Competitive Learning Using Neural Nets.- Neuro-dynamic Programming by Reinforcement Learning.- Evolutionary Computing Algorithms.- Probabilistic Reasoning and Belief Networks .- Reasoning with Fuzzy Petri Nets .- Image Matching Using Fuzzy Moment Descriptors.- Synergism of Soft Computing Tools.- Object Recognition from Gray Images Using Fuzzy ADALINE Neurons.- Machine Learning Using Fuzzy Petri Nets.- Distributed Machine Learning Using Fuzzy Cognitive Maps.- Computational Intelligence in Tele- Communication Networks.- Computational Intelligence in Mobile Robotics.- Reasoning in a Fuzzy Decision-Support System for Criminal Investigation.

Object Details

• Location: Deutsche Nationalbibliothek Frankfurt am Main
• ISBN: 9783540208983 ; 3540208984
• Dimensions: 24 cm
• Extent: XXIII, 708 S.
• Language: Englisch
• Notes: Ill., graph. Darst. ; Literaturangaben

Classification and Topics

• Classification: Informatik
• Keyword: Soft Computing

Contributors, Places and Time

• Event: Veröffentlichung
• (where): Berlin, Heidelberg, New York
• (who): Springer
• (when): 2005
• Creator: Konar, Amit

Further information

• Table of contents: https://d-nb.info/970164130/04
• Rights: Bei diesem Objekt liegt nur das Inhaltsverzeichnis digital vor. Der Zugriff darauf ist unbeschränkt möglich.
• Last update: 11.06.2025, 1:56 PM CEST