COMPUTATIONAL INTELLIGENCE & ITS APPLICA: Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques - Hardcover

H K LAM, S H LING & H T NGUYEN

Hardcover

ISBN 10: 1848166915 ISBN 13: 9781848166912

Verlag: ICP, 2012

Inhaltsangabe

THIS BOOK FOCUSES ON COMPUTATIONAL INTELLIGENCE TECHNIQUES AND THEIR APPLICATIONS - FAST-GROWING AND PROMISING RESEARCH TOPICS THAT HAVE DRAWN A GREAT DEAL OF ATTENTION FROM RESEARCHERS OVER THE YEARS. IT BRINGS TOGETHER MANY DIFFERENT ASPECTS OF THE CURRENT RESEARCH ON INTELLIGENCE TECHNOLOGIES SUCH AS NEURAL NETWORKS, SUPPORT VECTOR MACHINES, FUZZY LOGIC AND EVOLUTIONARY COMPUTATION, AND COVERS A WIDE RANGE OF APPLICATIONS FROM PATTERN RECOGNITION AND SYSTEM MODELING, TO INTELLIGENT CONTROL PROBLEMS AND BIOMEDICAL APPLICATIONS. FUNDAMENTAL CONCEPTS AND ESSENTIAL ANALYSIS OF VARIOUS COMPUTATIONAL TECHNIQUES ARE PRESENTED TO OFFER A SYSTEMATIC AND EFFECTIVE TOOL FOR BETTER TREATMENT OF DIFFERENT APPLICATIONS, AND SIMULATION AND EXPERIMENTAL RESULTS ARE INCLUDED TO ILLUSTRATE THE DESIGN PROCEDURE AND THE EFFECTIVENESS OF THE APPROACHES.SAMPLE CHAPTER(S)CHAPTER 1: MAXIMAL MARGIN ALGORITHMS FOR POSE ESTIMATION (658 KB)

Über diesen Titel

Reseña del editor

This book focuses on computational intelligence techniques and their applications - fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. Fundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches.

Details zur Ausgabe

• Verlag: ICP
• Erscheinungsdatum: 2012
• ISBN 10: 1848166915
• ISBN 13: 9781848166912
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 320