Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011 (Studies in Computational Intelligence, 465)

The present book includes a set of selected extended papers from the third International Joint Conference on Computational Intelligence (IJCCI 2011), held in Paris, France, from 24 to 26 October 2011. The conference was composed of three co-located conferences: The International Conference on Fuzzy Computation (ICFC), the International Conference on Evolutionary Computation (ICEC), and the International Conference on Neural Computation (ICNC). Recent progresses in scientific developments and applications in these three areas are reported in this book. IJCCI received 283 submissions, from 59 countries, in all continents. This book includes the revised and extended versions of a strict selection of the best papers presented at the conference. Front Matter....Pages 1-12 Front Matter....Pages 1-1 Computational Awareness: Another Way towards Intelligence....Pages 3-14 Concepts and Design of Granular Models: Emerging Constructs of Computational Intelligence....Pages 15-29 Incremental Social Learning in Swarm Intelligence Algorithms for Continuous Optimization....Pages 31-45 Front Matter....Pages 47-47 Solution of a Modified Balanced Academic Curriculum Problem Using Evolutionary Strategies....Pages 49-58 Solving the CVRP Problem Using a Hybrid PSO Approach....Pages 59-67 Adaptive Differential Evolution with Hybrid Rules of Perturbation for Dynamic Optimization....Pages 69-83 Modified Constrained Differential Evolution for Solving Nonlinear Global Optimization Problems....Pages 85-100 Dynamical Modeling and Parameter Identification of Seismic Isolation Systems by Evolution Strategies....Pages 101-118 Skeletal Algorithms in Process Mining....Pages 119-134 Front Matter....Pages 135-135 Handling Fuzzy Models in the Probabilistic Domain....Pages 137-151 A Root-Cause-Analysis Based Method for Fault Diagnosis of Power System Digital Substations....Pages 153-165 Generating Fuzzy Partitions from Nominal and Numerical Attributes with Imprecise Values....Pages 167-182 A New Way to Describe Filtering Process Using Fuzzy Logic: Towards a Robust Density Based Filter....Pages 183-195 Being Healthy in Fuzzy Logic: The Case of Italy....Pages 197-212 Fuzzy Median and Min-Max Centers: An Spatiotemporal Solution of Optimal Location Problems with Bidimensional Trapezoidal Fuzzy Numbers....Pages 213-240 Goodness of Fit Measures and Model Selection in a Fuzzy Least Squares Regression Analysis....Pages 241-257 Front Matter....Pages 259-259 Multilayer Perceptron Learning Utilizing Reducibility Mapping....Pages 261-275 Interacting Individually and Collectively Treated Neurons for Improved Visualization....Pages 277-290 Ultrasonic Motor Control Based on Recurrent Fuzzy Neural Network Controller and General Regression Neural Network Controller....Pages 291-305 A Hybrid Model for Navigation Satellite Clock Error Prediction....Pages 307-316 Front Matter....Pages 259-259 Semi-supervised K-Way Spectral Clustering with Determination of Number of Clusters....Pages 317-332 Control of an Industrial PA10-7CE Redundant Robot Using a Decentralized Neural Approach....Pages 333-346 CMAC Structure Optimization Based on Modified Q-Learning Approach and Its Applications....Pages 347-359 Back Matter....Pages 0--1 Annotation The present book includes a set of selected extended papers from the second International Joint Conference on Computational Intelligence (IJCCI 2010), held in Valencia, Spain, from 24 to 26 October 2010. The conference was composed by three co-located conferences: The International Conference on Fuzzy Computation (ICFC), the International Conference on Evolutionary Computation (ICEC), and the International Conference on Neural Computation (ICNC). Recent progresses in scientific developments and applications in these three areas are reported in this book. IJCCI received 236 submissions, from 49 countries, in all continents. After a double blind paper review performed by the Program Committee, only 30 submissions were accepted as full papers and thus selected for oral presentation, leading to a full paper acceptance ratio of 13%. Additional papers were accepted as short papers and posters. A further selection was made after the Conference, based also on the assessment of presentation quality and audience interest, so that this book includes the extended and revised versions of the very best papers of IJCCI 2010. Commitment to high quality standards is a major concern of IJCCI that will be maintained in the next editions, considering not only the stringent paper acceptance ratios but also the quality of the program committee, keynote lectures, participation level and logistics From the Contents: A Fuzzy Scheme for Image Noise Reduction.-A Stepwise Procedure to Select Variables in a Fuzzy Least Square Regression Model.-Constructing Fuzzy Partitions from Imprecise Data Fuzzy Model Building Using Probabilistic Rules On the Absolute Value of Trapezoidal Fuzzy Numbers and the Manhattan Distance of Fuzzy Vectors.-RCA Method for Fault Diagnosis in Digital Substations of Power Systems Measuring the Capability of Living a Healthy Life with Fuzzy Logic in a Gender Perspective.-Design of Recurrent Fuzzy Neural Network and General Regression Neural Network Controller for Traveling-Wave Ultrasonic Motor Semi-Supervised K-way Spectral Clustering Using Pairwise Constraints.