Computational Intelligence and Decision Making: Trends and Applications

✍ Scribed by Miguel A. Sanz-Bobi, Pablo Ruiz (auth.), Ana Madureira, Cecilia Reis, Viriato Marques (eds.)

• Publisher: Springer Netherlands
• Year: 2013
• Tongue: English
• Leaves: 492
• Series: Intelligent Systems, Control and Automation: Science and Engineering 61
• Edition: 1
• Category: Library

✦ Synopsis

This book provides a general overview and original analysis of new developments and applications in several areas of Computational Intelligence and Information Systems. Computational Intelligence has become an important tool for engineers to develop and analyze novel techniques to solve problems in basic sciences such as physics, chemistry, biology, engineering, environment and social sciences.

The material contained in this book addresses the foundations and applications of Artificial Intelligence and Decision Support Systems, Complex and Biological Inspired Systems, Simulation and Evolution of Real and Artificial Life Forms, Intelligent Models and Control Systems, Knowledge and Learning Technologies, Web Semantics and Ontologies, Intelligent Tutoring Systems, Intelligent Power Systems, Self-Organized and Distributed Systems, Intelligent Manufacturing Systems and Affective Computing. The contributions have all been written by international experts, who provide current views on the topics discussed and present recent, original insights from their own experience in these fields.

✦ Table of Contents

Front Matter....Pages i-x
The Process of Industrial Bioethanol Production Explained by Self-Organised Maps....Pages 1-11
Towards a Further Understanding of the Robotic Darwinian PSO....Pages 13-22
A Comparison Study Between Two Hyperspectral Clustering Methods: KFCM and PSO-FCM....Pages 23-33
Comparison of Classification Methods for Golf Putting Performance Analysis....Pages 35-45
Switched Unfalsified Multicontroller Nonparametric Model Based Design....Pages 47-56
Evolving Fuzzy Uncalibrated Visual Servoing for Mobile Robots....Pages 57-68
Evaluating the Potential of Particle Swarm Optimization for Hyperspectral Image Clustering in Minimum Noise Fraction Feature Space....Pages 69-79
On a Ball’s Trajectory Model for Putting’s Evaluation....Pages 81-88
Efficient Discriminative Models for Proteomics with Simple and Optimized Features....Pages 89-98
Meta-heuristics Self-Parameterization in a Multi-agent Scheduling System Using Case-Based Reasoning....Pages 99-109
Haptic-Based Robot Teleoperation: Interacting with Real Environments....Pages 111-120
Multi-agent Predictive Control with Application in Intelligent Infrastructures....Pages 121-130
Single-Objective Spreading Algorithm....Pages 131-142
Fault Tolerant Control Based on Adaptive LQG and Fuzzy Controllers....Pages 143-154
P2P Web Service Based System for Supporting Decision-Making in Cellular Manufacturing Scheduling....Pages 155-165
Web-Based Decision Support System for Orders Planning....Pages 167-177
Product Documentation Management Through REST-Based Web Service....Pages 179-189
Fuzzy Web Platform for Electrical Energy Losses Management....Pages 191-201
Web System for Supporting Project Management....Pages 203-214
Generation Capacity Expansion Planning in Restructured Electricity Markets Using Genetic Algorithms....Pages 215-226
Decision Making in Maintainability of High Risk Industrial Equipment....Pages 227-237
The Classification Platform Applied to Mammographic Images....Pages 239-248
On an Optimization Model for Approximate Nonnegative Matrix Factorization....Pages 249-257
Random Walks in Electric Networks....Pages 259-265
Business Intelligence Tools....Pages 267-276
Food Service Management Web Platform Based on XML Specification and Web Services....Pages 277-288
Differential Evolution on the Minimization of Thermal Residual Stresses in Functionally Graded Structures....Pages 289-299
Magnetic Wheeled Climbing Robot: Design and Implementation....Pages 301-311
Development of an AGV Controlled by Fuzzy Logic....Pages 313-322
Affect Recognition....Pages 323-332
Web 2.0: Tagging Usefulness....Pages 333-343
Multidimensional Scaling Analysis of Electricity Market Prices....Pages 345-354
PCMAT Metadata Authoring Tool....Pages 355-363
Collaborative Broker for Distributed Energy Resources....Pages 365-376
A Multidimensional Scaling Classification of Robotic Sensors....Pages 377-386
Rough Set Theory: Data Mining Technique Applied to the Electrical Power System....Pages 387-396
Tuning a Fractional Order Controller from a Heat Diffusion System Using a PSO Algorithm....Pages 397-406
A Tool for Biomedical – Documents Classification Using Support Vector Machines....Pages 407-416
Conflicts Management in Retail Systems with Self-Regulation....Pages 417-427
Adaptive e-Learning Systems Foundational Issues of the ADAPT Project....Pages 429-438
Recognizing Music Styles – An Approach Based on the Zipf-Mandelbrot Law....Pages 439-448
A Platform for Peptidase Detection Based on Text Mining Techniques and Support Vector Machines....Pages 449-459
Optimal Configuration of Uniplanar-Unilateral External Fixators in Tibia Fractures....Pages 461-468
Identification of the Forces in the Suspension System of a Race Car Using Artificial Neural Networks....Pages 469-477
Combinational Logic Circuits Design Tool for a Learning Management System....Pages 479-487
Labeling Methods for the General Case of the Multi-objective Shortest Path Problem – A Computational Study....Pages 489-502

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet)