Computational Intelligence: International Joint Conference, IJCCI 2016 Porto, Portugal, November 9–11, 2016 Revised Selected Papers

Description

This book gathers revised and extended versions of the best papers presented at the 8th International Joint Conference on Computational Intelligence (IJCCI 2016), which was held in Porto, Portugal from 9 to 11 November 2016. The papers address three main fields of Computational Intelligence, namely: Evolutionary Computation, Fuzzy Computation, and Neural Computation. In addition to highlighting recent advances in these areas, the book offers veteran researchers new and innovative solutions, while also providing a source of information and inspiration for newcomers to the field. Front Matter ....Pages i-xviii Front Matter ....Pages 1-1 An Adapting Quantum Field Surrogate for Evolution Strategies (Jörg Bremer, Sebastian Lehnhoff)....Pages 3-23 DynaGrow: Next Generation Software for Multi-Objective and Energy Cost-Efficient Control of Supplemental Light in Greenhouses (Jan Corfixen Sørensen, Katrine Heinsvig Kjaer, Carl-Otto Ottosen, Bo Nørregaard Jørgensen)....Pages 25-44 A System for Evolving Art Using Supervised Learning and Aesthetic Analogies (Aidan Breen, Colm O’Riordan)....Pages 45-65 Particle Convergence Expected Time in the Stochastic Model of PSO (Krzysztof Trojanowski, Tomasz Kulpa)....Pages 67-86 Evolution of Mobile Strategies in Social Dilemma Games: An Analysis of Cooperative Cluster Formation (Maud D. Gibbons, Colm O’Riordan, Josephine Griffith)....Pages 87-103 The Impact of Coevolution and Abstention on the Emergence of Cooperation (Marcos Cardinot, Colm O’Riordan, Josephine Griffith)....Pages 105-122 Advances in the Evolution of Complex Cellular Automata (Michal Bidlo)....Pages 123-146 Front Matter ....Pages 147-147 Fuzzy Modeling, Control and Prediction in Human-Robot Systems (Rainer Palm, Ravi Chadalavada, Achim J. Lilienthal)....Pages 149-177 Input Value Skewness and Class Label Confusion in the NEFCLASS Neuro-Fuzzy System (Jamileh Yousefi, Andrew Hamilton-Wright)....Pages 179-196 Hyperresolution for Propositional Product Logic with Truth Constants (Dušan Guller)....Pages 197-220 Fuzzy Clustering of High Dimensional Data with Noise and Outliers (Ludmila Himmelspach, Stefan Conrad)....Pages 221-235 Front Matter ....Pages 237-237 E-Mail Spam Filter Based on Unsupervised Neural Architectures and Thematic Categories: Design and Analysis (Ylermi Cabrera-León, Patricio García Báez, Carmen Paz Suárez-Araujo)....Pages 239-262 A Noise Compensation Mechanism for an RGNG-Based Grid Cell Model (Jochen Kerdels, Gabriele Peters)....Pages 263-276 A Possible Encoding of 3D Visual Space in Primates (Jochen Kerdels, Gabriele Peters)....Pages 277-295 Back Matter ....Pages 297-297