Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings

Front Matter ....Pages I-XXII
Front Matter ....Pages 1-1
 Multi-objective Cooperative Coevolutionary Algorithm with Dynamic Species-Size Strategy  (Karoon Suksonghong, Kittipong Boonlong)....Pages 3-17
Front Matter ....Pages 19-19
 Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics  (Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao)....Pages 21-32
 Feature Selection for Detecting Gene-Gene Interactions in Genome-Wide Association Studies  (Faramarz Dorani, Ting Hu)....Pages 33-46
 Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm  (Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento)....Pages 47-62
 Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces  (Jason Adair, Alexander E. I. Brownlee, Gabriela Ochoa)....Pages 63-77
 Automatic Segmentation of Neurons in 3D Samples of Human Brain Cortex  (G. Mazzamuto, I. Costantini, M. Neri, M. Roffilli, L. Silvestri, F. S. Pavone)....Pages 78-85
 Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach  (Pedro Manuel Martínez García, Miguel García Torres, Federico Divina, Francisco Antonio Gómez Vela, Felipe Cortés-Ledesma)....Pages 86-101
Front Matter ....Pages 103-103
 Multimodal Transportation Network Design Using Physarum Polycephalum-Inspired Multi-agent Computation Methods  (Rishi Vanukuru, Nagendra R. Velaga)....Pages 105-116
 Improving Multi-objective Evolutionary Influence Maximization in Social Networks  (Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda)....Pages 117-124
 Social Relevance Index for Studying Communities in a Facebook Group of Patients  (Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni)....Pages 125-140
 A Fast Metaheuristic for the Design of DVB-T2 Networks  (Fabio D’Andreagiovanni, Antonella Nardin)....Pages 141-155
Front Matter ....Pages 157-157
 A Genetic Algorithm for Community Detection in Attributed Graphs  (Clara Pizzuti, Annalisa Socievole)....Pages 159-170
 Maximizing the Effect of Local Disturbance in the Dynamics of Opinion Formation  (Long Him Cheung, Ka Wai Cheung, Kwok Yip Szeto)....Pages 171-184
 Accelerating the Computation of Solutions in Resource Allocation Problems Using an Evolutionary Approach and Multiagent Reinforcement Learning  (Ana L. C. Bazzan)....Pages 185-201
Front Matter ....Pages 203-203
 Achieving Optimized Decisions on Battery Operating Strategies in Smart Buildings  (Jan Müller, Mischa Ahrens, Ingo Mauser, Hartmut Schmeck)....Pages 205-221
 Phase-Space Sampling of Energy Ensembles with CMA-ES  (Jörg Bremer, Sebastian Lehnhoff)....Pages 222-230
 Many-Objective Optimization of Mission and Hybrid Electric Power System of an Unmanned Aircraft  (Teresa Donateo, Claudia Lucia De Pascalis, Antonio Ficarella)....Pages 231-246
 Evolving Controllers for Electric Vehicle Charging  (Martin Pilát)....Pages 247-255
 Network Coordinated Evolution: Modeling and Control of Distributed Systems Through On-line Genetic PID-Control Optimization Search  (Holm Smidt, Matsu Thornton, Reza Ghorbani)....Pages 256-271
Front Matter ....Pages 273-273
 Piecemeal Evolution of a First Person Shooter Level  (Antonios Liapis)....Pages 275-291
 Online-Trained Fitness Approximators for Real-World Game Balancing  (Mihail Morosan, Riccardo Poli)....Pages 292-307
 Recomposing the Pokémon Color Palette  (Antonios Liapis)....Pages 308-324
 Mapping Chess Aesthetics onto Procedurally Generated Chess-Like Games  (Jakub Kowalski, Antonios Liapis, Łukasz Żarczyński)....Pages 325-341
 Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms  (Mohammed Salem, Antonio Miguel Mora, Juan Julian Merelo, Pablo García-Sánchez)....Pages 342-357
 Self-adaptive MCTS for General Video Game Playing  (Chiara F. Sironi, Jialin Liu, Diego Perez-Liebana, Raluca D. Gaina, Ivan Bravi, Simon M. Lucas et al.)....Pages 358-375
 Deceptive Games  (Damien Anderson, Matthew Stephenson, Julian Togelius, Christoph Salge, John Levine, Jochen Renz)....Pages 376-391
Front Matter ....Pages 393-393
 Evolution of Convolutional Highway Networks  (Oliver Kramer)....Pages 395-404
 Adapting Bagging and Boosting to Learning Classifier Systems  (Yi Liu, Will N. Browne, Bing Xue)....Pages 405-420
 An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming  (Ying Bi, Bing Xue, Mengjie Zhang)....Pages 421-438
 Improving Evolutionary Algorithm Performance for Feature Selection in High-Dimensional Data  (N. Cilia, C. De Stefano, F. Fontanella, A. Scotto di Freca)....Pages 439-454
 CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing  (Rolando Miragaia, Gustavo Reis, Francisco Fernandéz, Tiago Inácio, Carlos Grilo)....Pages 455-471
 Can the Relevance Index be Used to Evolve Relevant Feature Sets?  (Laura Sani, Riccardo Pecori, Emilio Vicari, Michele Amoretti, Monica Mordonini, Stefano Cagnoni)....Pages 472-479
 Towards Evolutionary Super-Resolution  (Michal Kawulok, Pawel Benecki, Daniel Kostrzewa, Lukasz Skonieczny)....Pages 480-496
 Evolvable Deep Features  (Jakub Nalepa, Grzegorz Mrukwa, Michal Kawulok)....Pages 497-505
 Estimation of the 3D Pose of an Object Using Correlation Filters and CMA-ES  (Juan Carlos Dibene, Kenia Picos, Victor H. Díaz-Ramírez, Leonardo Trujillo)....Pages 506-520
Front Matter ....Pages 521-521
 Evaluating the Performance of an Evolutionary Tool for Exploring Solution Fronts  (Neil B. Urquhart)....Pages 523-537
 A Classifier to Identify Soft Skills in a Researcher Textual Description  (Antonia Azzini, Andrea Galimberti, Stefania Marrara, Eva Ratti)....Pages 538-546
 Toward the Online Visualisation of Algorithm Performance for Parameter Selection  (David J. Walker, Matthew J. Craven)....Pages 547-560
 Integrating Evolution Strategies into Genetic Algorithms with Fuzzy Inference Evaluation to Solve a Steelmaking and Continuous Casting Scheduling Problem  (Eduardo Salazar)....Pages 561-577
 Automatic Generation of Constructive Heuristics for Multiple Types of Combinatorial Optimisation Problems with Grammatical Evolution and Geometric Graphs  (Christopher Stone, Emma Hart, Ben Paechter)....Pages 578-593
Front Matter ....Pages 595-595
 Rotation Invariance and Rotated Problems: An Experimental Study on Differential Evolution  (Fabio Caraffini, Ferrante Neri)....Pages 597-614
Front Matter ....Pages 615-615
 Multi-strategy Differential Evolution  (Anil Yaman, Giovanni Iacca, Matt Coler, George Fletcher, Mykola Pechenizkiy)....Pages 617-633
 A Generic Framework for Incorporating Constraint Handling Techniques into Multi-Objective Evolutionary Algorithms  (Hiroaki Fukumoto, Akira Oyama)....Pages 634-649
Front Matter ....Pages 651-651
 A CPU-GPU Parallel Ant Colony Optimization Solver for the Vehicle Routing Problem  (Antón Rey, Manuel Prieto, J. I. Gómez, Christian Tenllado, J. Ignacio Hidalgo)....Pages 653-667
Front Matter ....Pages 669-669
 Evolving Artificial Neural Networks for Multi-objective Tasks  (Steven Künzel, Silja Meyer-Nieberg)....Pages 671-686
 Revolve: A Versatile Simulator for Online Robot Evolution  (Elte Hupkes, Milan Jelisavcic, A. E. Eiben)....Pages 687-702
 Search Space Analysis of Evolvable Robot Morphologies  (Karine Miras, Evert Haasdijk, Kyrre Glette, A. E. Eiben)....Pages 703-718
 Combining MAP-Elites and Incremental Evolution to Generate Gaits for a Mammalian Quadruped Robot  (Jørgen Nordmoen, Kai Olav Ellefsen, Kyrre Glette)....Pages 719-733
 Evolving a Repertoire of Controllers for a Multi-function Swarm  (Sondre A. Engebråten, Jonas Moen, Oleg Yakimenko, Kyrre Glette)....Pages 734-749
 HyperNTM: Evolving Scalable Neural Turing Machines Through HyperNEAT  (Jakob Merrild, Mikkel Angaju Rasmussen, Sebastian Risi)....Pages 750-766
Front Matter ....Pages 767-767
 Investigating the Evolvability of Web Page Load Time  (Brendan Cody-Kenny, Umberto Manganiello, John Farrelly, Adrian Ronayne, Eoghan Considine, Thomas McGuire et al.)....Pages 769-777
 Late Acceptance Hill Climbing for Constrained Covering Arrays  (Mosab Bazargani, John H. Drake, Edmund K. Burke)....Pages 778-793
 Search-Based Temporal Testing in an Embedded Multicore Platform  (Komsan Srivisut, John A. Clark, Richard F. Paige)....Pages 794-809
Front Matter ....Pages 811-811
 Robust Evolutionary Optimization Based on Coevolution  (Steffen Limmer, Tobias Rodemann)....Pages 813-831
 On the Use of Repair Methods in Differential Evolution for Dynamic Constrained Optimization  (Maria-Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Frank Neumann)....Pages 832-847
 Prediction with Recurrent Neural Networks in Evolutionary Dynamic Optimization  (Almuth Meier, Oliver Kramer)....Pages 848-863
 A Multi-objective Time-Linkage Approach for Dynamic Optimization Problems with Previous-Solution Displacement Restriction  (Danial Yazdani, Trung Thanh Nguyen, Juergen Branke, Jin Wang)....Pages 864-878
 A Type Detection Based Dynamic Multi-objective Evolutionary Algorithm  (Shaaban Sahmoud, Haluk Rahmi Topcuoglu)....Pages 879-893
Front Matter ....Pages 895-895
 CardNutri: A Software of Weekly Menus Nutritional Elaboration for Scholar Feeding Applying Evolutionary Computation  (Rafaela P. C. Moreira, Elizabeth F. Wanner, Flávio V. C. Martins, João F. M. Sarubbi)....Pages 897-913
Back Matter ....Pages 915-917