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E-raamat: Computational Intelligence Applications in Modeling and Control

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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.
An Investigation into Accuracy of CAMEL Model of Banking Supervision Using Rough Sets 1(26)
Renu Vashist
Ashutosh Vashishtha
Towards Intelligent Distributed Computing: Cell-Oriented Computing 27(28)
Ahmad Karawash
Hamid Mcheick
Mohamed Dbouk
Application of Genetic Algorithms for the Estimation of Ultrasonic Parameters 55(18)
Mohamed Hesham Farouk El-Sayed
A Hybridized Approach for Prioritizing Software Requirements Based on K-Means and Evolutionary Algorithms 73(22)
Philip Achimugu and Ali Selamat
One-Hour Ahead Electric Load Forecasting Using Neuro-fuzzy System in a Parallel Approach 95(28)
Abderrezak Laouafi
Mourad Mordjaoui
Djalel Dib
A Computational Intelligence Optimization Algorithm Based on the Behavior of the Social-Spider 123(24)
Erik Cuevas
Miguel Cienfuegos
Raul Rojas
Alfredo Padilla
Black Hole Algorithm and Its Applications 147(24)
Santosh Kumar
Deepanwita Datta
Sanjay Kumar Singh
Genetic Algorithm Based Multiobjective Bilevel Programming for Optimal Real and Reactive Power Dispatch Under Uncertainty 171(34)
Papun Biswas
A Monitoring-Maintenance Approach Based on Fuzzy Petri Nets in Manufacturing Systems with Time Constraints 205(24)
Anis Mhalla
Mohamed Benrejeb
Box and Jenkins Nonlinear System Modelling Using RBF Neural Networks Designed by NSGAII 229(26)
Kheireddine Lamamra
Khaled Belarbi
Souaad Boukhtini
Back-Propagation Neural Network for Gender Determination in Forensic Anthropology 255(28)
Iis Afrianty
Dewi Nasien
Mohammed R.A. Kadir
Habibollah Haron
Neural Network Approach to Fault Location for High Speed Protective Relaying of Transmission Lines 283(32)
Moez Ben Hessine
Houda Jouini
Souad Chebbi
A New Approach for Flexible Queries Using Fuzzy Ontologies 315(28)
Amira Aloui
Amel Grissa
An Efficient Multi Level Thresholding Method for Image Segmentation Based on the Hybridization of Modified PSO and Otsu's Method 343(26)
Faycal Hamdaoui
Anis Sakly
bdellatif Mtibaa
IK-FA a New Heuristic Inverse Kinematics Solver Using Firefly Algorithm 369(28)
Nizar Rokbani
Alicia Casals
Adel M. Alimi
Computer Aided Intelligent Breast Cancer Detection: Second Opinion for Radiologists-A Prospective Study 397
J. Dheeba
N. Albert Singh