Computational Intelligence Applications in Modeling and Control

✍ Scribed by Ahmad Taher Azar, Sundarapandian Vaidyanathan (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 433
• Series: Studies in Computational Intelligence 575
• Edition: 1
• Category: Library

✦ Synopsis

The development of computational intelligence (CI) systems was inspired by observable and imitable aspects of intelligent activity of human being and nature. The essence of the systems based on computational intelligence is to process and interpret data of various nature so that that CI is strictly connected with the increase of available data as well as capabilities of their processing, mutually supportive factors. Developed theories of computational intelligence were quickly applied in many fields of engineering, data analysis, forecasting, biomedicine and others. They are used in images and sounds processing and identifying, signals processing, multidimensional data visualization, steering of objects, analysis of lexicographic data, requesting systems in banking, diagnostic systems, expert systems and many other practical implementations.

This book consists of 16 contributed chapters by subject experts who are specialized in the various topics addressed in this book. The special chapters have been brought out in the broad areas of Control Systems, Power Electronics, Computer Science, Information Technology, modeling and engineering applications. Special importance was given to chapters offering practical solutions and novel methods for the recent research problems in the main areas of this book, viz. Control Systems, Modeling, Computer Science, IT and engineering applications.

This book will serve as a reference book for graduate students and researchers with a basic knowledge of control theory, computer science and soft-computing techniques. The resulting design procedures are emphasized using Matlab/Simulink software.

✦ Table of Contents

Front Matter....Pages i-x
An Investigation into Accuracy of CAMEL Model of Banking Supervision Using Rough Sets....Pages 1-25
Towards Intelligent Distributed Computing: Cell-Oriented Computing....Pages 27-54
Application of Genetic Algorithms for the Estimation of Ultrasonic Parameters....Pages 55-72
A Hybridized Approach for Prioritizing Software Requirements Based on K-Means and Evolutionary Algorithms....Pages 73-93
One-Hour Ahead Electric Load Forecasting Using Neuro-fuzzy System in a Parallel Approach....Pages 95-121
A Computational Intelligence Optimization Algorithm Based on the Behavior of the Social-Spider....Pages 123-146
Black Hole Algorithm and Its Applications....Pages 147-170
Genetic Algorithm Based Multiobjective Bilevel Programming for Optimal Real and Reactive Power Dispatch Under Uncertainty....Pages 171-203
A Monitoring-Maintenance Approach Based on Fuzzy Petri Nets in Manufacturing Systems with Time Constraints....Pages 205-228
Box and Jenkins Nonlinear System Modelling Using RBF Neural Networks Designed by NSGAII....Pages 229-254
Back-Propagation Neural Network for Gender Determination in Forensic Anthropology....Pages 255-281
Neural Network Approach to Fault Location for High Speed Protective Relaying of Transmission Lines....Pages 283-314
A New Approach for Flexible Queries Using Fuzzy Ontologies....Pages 315-342
An Efficient Multi Level Thresholding Method for Image Segmentation Based on the Hybridization of Modified PSO and Otsu’s Method....Pages 343-367
IK-FA, a New Heuristic Inverse Kinematics Solver Using Firefly Algorithm....Pages 369-395
Computer Aided Intelligent Breast Cancer Detection: Second Opinion for Radiologists—A Prospective Study....Pages 397-430

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)