Computational Intelligence: International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers (Studies in Computational Intelligence Book 669)

This book includes a selection of revised and extended versions of the best papers from the seventh International Joint Conference on Computational Intelligence (IJCCI 2015), held in Lisbon, Portugal, from 12 to 14 November 2015, which was composed of three co-located conferences: The International Conference on Evolutionary Computation Theory and Applications (ECTA), the International Conference on Fuzzy Computation Theory and Applications (FCTA), and the International Conference on Neural Computation Theory and Applications (NCTA). The book presents recent advances in scientific developments and applications in these three areas, reflecting the IJCCI’s commitment to high quality standards. Front Matter....Pages i-xvii Front Matter....Pages 1-1 AI Researchers, Video Games Are Your Friends!....Pages 3-18 Front Matter....Pages 19-19 Evolution of Cellular Automata-Based Replicating Structures Exhibiting Unconventional Features....Pages 21-41 Adaptive Differential Evolution Supports Automatic Model Calibration in Furnace Optimized Control System....Pages 42-55 Self-configuring Ensemble of Multimodal Genetic Algorithms....Pages 56-74 SPSO Parallelization Strategies for Electromagnetic Applications....Pages 75-95 Bio-inspired Strategies for the Coordination of a Swarm of Robots in an Unknown Area....Pages 96-112 GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification....Pages 113-134 Adjudicated GP: A Behavioural Approach to Selective Breeding....Pages 135-154 Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand....Pages 155-174 Particle Convergence Time in the Deterministic Model of PSO....Pages 175-194 Front Matter....Pages 195-195 Human Mortality Modeling with a Fuzzy Approach Based on Singular Value Decomposition Technique....Pages 197-215 Synchronization of Chaotic Systems with Unknown Parameters Using Predictive Fuzzy PID Control....Pages 216-240 Expanding Gödel Logic with Truth Constants and the Equality, Strict Order, Delta Operators....Pages 241-269 Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation....Pages 270-290 In a Quest for Suitable Similarity Measures to Compare Experience-Based Evaluations....Pages 291-314 Implementing Adaptive Vectorial Centroid in Bayesian Logistic Regression for Interval Type-2 Fuzzy Sets....Pages 315-333 Front Matter....Pages 335-335 High Capacity Content Addressable Memory with Mixed Order Hyper Networks....Pages 337-358 Preindication Mining for Predicting Pedestrian Action Change....Pages 359-370 Weighted Nonlinear Line Attractor for Complex Manifold Learning....Pages 371-385 Handling Selective Participation in Neuron Assembly Detection....Pages 386-406 Front Matter....Pages 335-335 A Modular Network Architecture Resolving Memory Interference Through Inhibition....Pages 407-422 An Emotional Robot....Pages 423-443 Recognition of Arm-and-Hand Visual Signals by Means of SVM to Increase Aircraft Security....Pages 444-461 Machine-Learning-Based Visual Objects’ Distances Evaluation: A Comparison of ANFIS, MLP, SVR and Bilinear Interpolation Models....Pages 462-479 Back Matter....Pages 481-482 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.