Soft Computing: Methodologies and Applications (Advances in Intelligent and Soft Computing, Vol. 32, 2005)

10:01 PM 2005, Artificial Intelligence, Business and Management, Springer No Comments

This carefully edited book covers a wide range of application areas of soft computing such as optimization, data analysis and data mining, fault diagnosis, control as well as traffic and transportation systems.It contains 25 revised contributions from
the 8th Online World Conferences on Soft Computing (WSC8).


The collected papers show how the major soft computing techniques, fuzzy systems, neural networks and evolutionary algorithms and especially hybrid systems combining methods from these fields, lead to successful industrial applications. The reader will find an interesting, inspiring and wide variety of soft computing techniques and applications in this book.

Content Level » Research
Keywords » Computational Intelligence - Data Mining - Evolutionary Computation - Genetic Algorithms - Soft Computing
Related subjects » Applications - Artificial Intelligence - Database Management & Information Retrieval - Engineering

TABLE OF CONTENTS
Keynote Papers.- Applications of Soft Computing in Traffic and Transportation Systems.- Evolutionary Algorithms I.- Evolutionary Algorithms II.- Fuzzy Systems and Neural Networks. Rule Learning and Extraction Using a Hybrid Neural.- Data Analysis.- Soft Computing for Modeling, Optimization and Information Processing.

Product Details
Series: Advances in Intelligent and Soft Computing, Vol. 32
Hoffmann, F.; Köppen, M.; Klawonn, F.; Roy, R. (Eds.)
2005, XXI, 338 p. 114 illus., 9 in color., Softcover
ISBN: 978-3-540-25726-4