Soft Computing Based Modeling in Intelligent Systems

• Corporate Author: SpringerLink (Online service)
• Other Authors: Balas, Valentina Emilia. (Editor), Fodor, Jǹos. (Editor), Vr̀konyi-Kc̤zy, Annamr̀ia R. (Editor)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 196
• Subjects: Engineering.; Artificial intelligence.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-00448-3

The book includes soft computing implementations of intelligent systems models. The recent popularity of fuzzy systems, neural networks and evolutionary computation, considered as related in AI, are now widely used to build intelligent systems. Professor Lotfi A. Zadeh has suggested the term "S...

Table of Contents:

• Soft Computing Methods for Global, Local and Personalized Modeling and Applications in Bioinformatics
• Orthosymmetry aspects of aggregation operators
• MOGA design of neural network predictors of inside temperature in public buildings
• Model Based Anytime Soft Computing Approaches in Engineering Applications
• A multi-structure modeling methodology
• The Generalized Dombi operator family and the multiplicative utility function
• Multi-channel representations of max-plus algebra based wavelet transform and their application to video coding
• The Fuzzy-Interpolative Methodology
• Interpolative-Type Control Solutions.