Issues and Challenges of Intelligent Systems and Computational Intelligence

✍ Scribed by Vesa A. Niskanen (auth.), László T. Kóczy, Claudiu R. Pozna, Janusz Kacprzyk (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 318
• Series: Studies in Computational Intelligence 530
• Edition: 1
• Category: Library

✦ Synopsis

This carefully edited book contains contributions of prominent and active researchers and scholars in the broadly perceived area of intelligent systems. The book is unique both with respect to the width of coverage of tools and techniques, and to the variety of problems that could be solved by the tools and techniques presented. The editors have been able to gather a very good collection of relevant and original papers by prominent representatives of many areas, relevant both to the theory and practice of intelligent systems, artificial intelligence, computational intelligence, soft computing, and the like. The contributions have been divided into 7 parts presenting first more fundamental and theoretical contributions, and then applications in relevant areas.

✦ Table of Contents

Front Matter....Pages i-xv
Front Matter....Pages 1-1
Prospects for Truth Valuation in Fuzzy Extended Logic....Pages 3-13
Coherence and Convexity of Euclidean Radial Implicative Fuzzy Systems....Pages 15-23
Front Matter....Pages 25-25
Catastrophe Bond Pricing with Fuzzy Volatility Parameters....Pages 27-44
Evaluating Condition of Buildings by Applying Fuzzy Signatures and R-Fuzzy Operations....Pages 45-57
The Determination of the Bitrate on Twisted Pairs by Mamdani Inference Method....Pages 59-74
Construction Site Layout and Building Material Distribution Planning Using Hybrid Algorithms....Pages 75-88
Front Matter....Pages 89-89
Accuracy of Surrogate Solutions of Integral Equations by Feedforward Networks....Pages 91-102
Vehicle Classification Using Neural Networks with a Single Magnetic Detector....Pages 103-115
Front Matter....Pages 117-117
Exemplary Applications of the Complete Gradient Clustering Algorithm in Bioinformatics, Management and Engineering....Pages 119-132
A Hierarchical Approach for Handwritten Digit Recognition Using Sparse Autoencoder....Pages 133-144
Fuzzy Single-Stroke Character Recognizer with Various Rectangle Fuzzy Grids....Pages 145-159
Front Matter....Pages 161-161
Delay and Stiffness Dependent Polytopic LPV Modelling of Impedance Controlled Robot Interaction....Pages 163-174
Local Center of Gravity Based Gathering Algorithm for Fat Robots....Pages 175-183
Intelligent Robot Cooperation with Fuzzy Communication....Pages 185-197
Indoor Pose Estimation Using 3D Scene Landmarks for Service Robotics....Pages 199-211
Front Matter....Pages 213-213
A Novel View of Bipolarity in Linguistic Data Summaries....Pages 215-229
On Reduction of Data Series Dimensionality....Pages 231-258
Bayesian Classification of Interval-Type Information....Pages 259-271
Reduction of Dimension and Size of Data Set by Parallel Fast Simulated Annealing....Pages 273-290
Front Matter....Pages 291-291
Intelligent Computations in an Agent-Based Prosumer-Type Electric Microgrid Control System....Pages 293-312
Front Matter....Pages 291-291
Test Generation for Short-Circuit Faults in Digital Circuits....Pages 313-319

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)