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ORCIDGECCO 2015: Madrid, Spain - Companion Material
- Sara Silva, Anna Isabel Esparcia-Alcázar:
Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, Companion Material Proceedings. ACM 2015, ISBN 978-1-4503-3488-4
Introductory Tutorials
- Una-May O'Reilly:
Genetic Programming: A Tutorial Introduction. 3-19 - Kenneth A. De Jong:
Evolutionary Computation: A Unified Approach. 21-35 - Dimo Brockhoff, Tobias Wagner:
Tutorial on Evolutionary Multiobjective Optimization. 37-63 - Andries P. Engelbrecht:
Particle Swarm Optimization. 65-91 - Dirk Thierens, Peter A. N. Bosman:
Model-Based Evolutionary Algorithms. 93-120 - Per Kristian Lehre, Pietro S. Oliveto
:
Runtime Analysis of Evolutionary Algorithms: Basic Introduction. 121-136 - Risto Miikkulainen:
Evolving Neural Networks. 137-161 - Marco Tomassini:
Introduction to Complex Networks. 163-178 - Julian Francis Miller, Andrew James Turner:
Cartesian Genetic Programming. 179-198 - John R. Woodward, Daniel R. Tauritz:
Hyper-Heuristics. 199-230 - Nicolas Bredèche, Stéphane Doncieux, Jean-Baptiste Mouret:
Tutorial on Evolutionary Robotics. 231-261 - Ryan J. Urbanowicz, Will N. Browne:
Introducing Rule-based Machine Learning: A Practical Guide. 263-292 - Mike Preuss:
Multimodal Optimization. 293-312 - Youhei Akimoto, Anne Auger, Nikolaus Hansen:
Continuous Optimization and CMA-ES. 313-344 - Franz Rothlauf:
Representations for Evolutionary Algorithms. 345-366
Advanced Tutorials
- Carlos Artemio Coello Coello:
Constraint-Handling Techniques used with Evolutionary Algorithms. 367-389 - L. Darrell Whitley:
Blind No More: Constant TimeNon-Random Improving Moves and Exponentially Powerful Recombination. 391-407 - Lee Spector:
Expressive Genetic Programming. 409-434 - Frank Neumann, Andrew M. Sutton:
Parameterized Complexity Analysis of Evolutionary Algorithms. 435-450 - Dirk Sudholt:
Theory of Swarm Intelligence. 451-471 - Mengjie Zhang, Stefano Cagnoni:
Evolutionary Image Analysis, Signal Processing and Pattern Recognition. 473-502 - Kenneth O. Stanley:
Generative and Developmental Systems Tutorial. 503-532 - Amarda Shehu, Kenneth A. De Jong:
Evolutionary Algorithms for Protein Structure Modeling. 533-545 - Malcolm I. Heywood, Krzysztof Krawiec:
Solving Complex Problems with Coevolutionary Algorithms. 547-573 - Youhei Akimoto, Anne Auger:
Theory of Evolution Strategies and Related Algorithms. 575-588 - Sylvain Cussat-Blanc, Wolfgang Banzhaf:
Introduction to Gene Regulatory Networks. 589-601 - Alberto Moraglio, Krzysztof Krawiec:
Semantic Genetic Programming. 603-627 - Shengxiang Yang:
Evolutionary Computation for Dynamic Optimization Problems. 629-649
Specialized Tutorials
- Stephen L. Smith:
Medical Applications of Evolutionary Computation. 651-679 - Thomas Stützle, Manuel López-Ibáñez:
Automatic (Offline) Configuration of Algorithms. 681-702 - Juan Julián Merelo Guervós:
Low or no cost distributed evolutionary computation. 703-706 - Enrique Alba:
Intelligent Systems for Smart Cities. 707-722 - Madalina M. Drugan:
Synergies between Evolutionary Algorithms and Reinforcement Learning. 723-740
Late-Breaking Abstracts
- Joshua Evan Auerbach, Gregoire Heitz, Przemyslaw M. Kornatowski, Dario Floreano:
Rapid Evolution of Robot Gaits. 743-744 - Mayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert:
Probabilistic Model Enhanced Genetic Algorithm for Multi-Mode Resource Constrained Project Scheduling Problem. 745-746 - Amit Benbassat, Avishai Henik:
Examining The Stroop Effect using A Develomental Spatial Neuroevolution System. 747-748 - Maxim Buzdalov, Vladimir Parfenov:
Various Degrees of Steadiness in NSGA-II and Their Influence on the Quality of Results. 749-750 - Olfa Chebbi, Jouhaina Chaouachi:
Evolutionary Approach For Minimizing Consumed Energy In a Personal Rapid Transit Transportation System with a Multi-Depot Network Topology: Minimizing Consumed Energy In a PRT System with a Multi-Depot Network Topology. 751-752 - José-Matías Cutillas-Lozano, Miguel-Ángel Franco, Domingo Giménez:
Comparing Variable Width Backtracking and Metaheuristics, Experiments with the Maximum Diversity Problem. 753-754 - Ezzeddine Fatnassi, Jouhaina Chaouachi:
Design and Development of a Genetic Algorithm for the Distance Constrained Vehicle Routing Problem with Environmental Issues: Genetic Algorithm for the Green Distance Constrained Vehicle Routing Problem. 755-756 - Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Malware Obfuscation through Evolutionary Packers. 757-758 - Taku Hasegawa, Kento Tsukada, Naoki Mori, Keinosuke Matsumoto:
Adaptive Evolution Control with P-I Similarity Index for Surrogate-assisted Evolutionary Computation. 759-760 - Dan Lessin, Sebastian Risi:
Evolved Virtual Creatures with Soft-Body Muscles: On a Bio-Mimetic Path to Meaningful Morphological Complexity. 761-762 - Pedro López-García, Enrique Onieva, Eneko Osaba, Antonio D. Masegosa, Asier Perallos:
Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functions. 763-764 - Jaime Machado, Rui Ferreira Neves, Nuno Horta:
Developing Multi-Time Frame Trading Rules with a Trend Following Strategy, using GA. 765-766 - John A. W. McCall, Lee A. Christie, Alexander E. I. Brownlee:
Generating Easy and Hard Problems using the Proximate Optimality Principle. 767-768 - Julian Francis Miller, Hajo Broersma:
Computational Matter: Evolving Computational Solutions in Materials. 769-770 - Zongxu Mu, Holger H. Hoos:
Empirical Scaling Analyser: An Automated System for Empirical Analysis of Performance Scaling. 771-772 - José C. Pereira, Fernando G. Lobo:
Parameter-less Evolutionary Portfolio: First Experiments. 773-774 - Hiroyuki Sato, Minami Miyakawa, Elizabeth Pérez Cortés:
A Parallel MOEA/D Generating Solutions in Minimum Overlapped Update Ranges of Solutions. 775-776 - Shigeyoshi Tsutsui, Noriyuki Fujimoto:
A Comparative Study of Synchronization of Parallel ACO on Multi-core Processor. 777-778 - Jing Xie, Yi Mei, Andy Song:
Evolving Self-Adaptive Tabu Search Algorithm for Storage Location Assignment Problems. 779-780 - Ming-an Zhang, Yong Deng:
An Improved Artificial Fish Swarm Algorithm in Image Segmentation application. 781-782
Genetic Improvement 2015 Workshop
- Mark Harman, Justyna Petke:
GI4GI: Improving Genetic Improvement Fitness Functions. 793-794 - Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina:
Evolutionary Approximation of Software for Embedded Systems: Median Function. 795-801 - Yue Jia, Fan Wu, Mark Harman, Jens Krinke:
Genetic Improvement using Higher Order Mutation. 803-804 - William B. Langdon, Mark Harman:
Grow and Graft a Better CUDA pknotsRG for RNA Pseudoknot Free Energy Calculation. 805-810 - Brendan Cody-Kenny, Edgar Galván López, Stephen Barrett:
locoGP: Improving Performance by Genetic Programming Java Source Code. 811-818 - Bobby R. Bruce:
Energy Optimisation via Genetic Improvement: A SBSE technique for a new era in Software Development. 819-820 - Saemundur O. Haraldsson, John R. Woodward:
Genetic Improvement of Energy Usage is only as Reliable as the Measurements are Accurate. 821-822 - Roberto Erick Lopez-Herrejon, Lukas Linsbauer, Wesley K. G. Assunção, Stefan Fischer, Silvia Regina Vergilio, Alexander Egyed:
Genetic Improvement for Software Product Lines: An Overview and a Roadmap. 823-830 - Nathan Burles, Jerry Swan, Edward Bowles, Alexander E. I. Brownlee, Zoltan A. Kocsis, Nadarajen Veerapen:
Embedded Dynamic Improvement. 831-832 - Jason Landsborough, Stephen Harding, Sunny Fugate:
Removing the Kitchen Sink from Software. 833-838 - Kwaku Yeboah-Antwi, Benoit Baudry:
Embedding Adaptivity in Software Systems using the ECSELR framework. 839-844 - David Robert White, Jeremy Singer:
Rethinking Genetic Improvement Programming. 845-846 - Eric M. Schulte, Westley Weimer, Stephanie Forrest:
Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair. 847-854 - Colin G. Johnson, John R. Woodward:
Fitness as Task-relevant Information Accumulation. 855-856
SecDef'15 Workshop
- George Rush, Daniel R. Tauritz, Alexander D. Kent:
Coevolutionary Agent-based Network Defense Lightweight Event System (CANDLES). 859-866 - Robin Mueller-Bady, Ruediger Gad, Martin Kappes, Inmaculada Medina-Bulo:
Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks. 867-874 - Omer Ozkan, Murat Ermis, Ilker Bekmezci:
A Hybrid Matheuristic Approach for Designing Reliable Wireless Multimedia Sensor Networks. 875-882 - Can Bozdogan, Yasemin Gokcen, Ibrahim Zincir:
A Preliminary Investigation on the Identification of Peer to Peer Network Applications. 883-888 - Lokman Altin, Haluk Rahmi Topcuoglu, Murat Ermis:
Evolutionary Dynamic Optimization Techniques for Marine Contamination Problem. 889-892 - Fariba Haddadi, Nur Zincir-Heywood:
Botnet Detection System Analysis on the Effect of Botnet Evolution and Feature Representation. 893-900
ECCSB'15 Workshop
- Sandro C. Izidoro, Anísio M. Lacerda, Gisele L. Pappa:
MeGASS: Multi-Objective Genetic Active Site Search. 905-910 - Daniel Varela, José Santos Reyes:
Combination of Differential Evolution and Fragment-based Replacements for Protein Structure Prediction. 911-914 - Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, El-Ghazali Talbi:
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks. 915-921 - Emmanuel Sapin, Kenneth A. De Jong, Amarda Shehu:
Mapping Multiple Minima in Protein Energy Landscapes with Evolutionary Algorithms. 923-927 - Carlos A. Brizuela, Rosario I. Corona, Christian Lezcano, David O. Rodríguez, José D. Colbes:
An Experimental Analysis of the Performance of SideChain Packing Algorithms. 929-933 - Mario Garza-Fabre, Shaun M. Kandathil, Julia Handl, Joshua D. Knowles, Simon C. Lovell:
Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta. 935-938
VizGEC'15 Workshop
- Edward C. Keedwell, Matthew Barrie Johns, Dragan A. Savic:
Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation. 941-948 - António Cruz, Penousal Machado, Filipe Assunção, António Leitão:
ELICIT: Evolutionary Computation Visualization. 949-956 - Liang Lv, Han Huang, Zhao-Quan Cai, Hui Hu:
Using Particle Swarm Large-scale Optimization to Improve Sampling-based Image Matting. 957-961 - David J. Walker:
Visualising Multi-objective Populations with Treemaps. 963-970
IWERML'15 Workshop
- Liang-Yu Chen, Po-Ming Lee, Tzu-Chien Hsiao:
A Novel Representation of Classifier Conditions Named Sensory Tag for the XCS in Multistep Problems. 973-980 - Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
The Relationship Between (Un)Fractured Problems and Division of Input Space. 981-987 - Suwimol Jungjit, Alex Alves Freitas:
A Lexicographic Multi-Objective Genetic Algorithm for Multi-Label Correlation Based Feature Selection. 989-996 - Houssem Eddine Nouri, Olfa Belkahla Driss, Khaled Ghédira:
Metaheuristics based on Clustering in a Holonic Multiagent Model for the Flexible Job Shop Problem. 997-1004 - James Brookhouse, Fernando E. B. Otero:
Discovering Regression Rules with Ant Colony Optimization. 1005-1012 - Fábio Manoel França Lobato, Vincent W. Tadaiesky, Igor Meireles de Araújo, Ádamo L. de Santana:
An Evolutionary Missing Data Imputation Method for Pattern Classification. 1013-1019 - Anis Najar, Olivier Sigaud, Mohamed Chetouani:
Socially Guided XCS: Using Teaching Signals to Boost Learning. 1021-1028 - Ryan J. Urbanowicz, Niranjan Ramanand, Jason H. Moore:
Continuous Endpoint Data Mining with ExSTraCS: A Supervised Learning Classifier System. 1029-1036 - Will N. Browne:
Back to the Future: Learning Classifier Systems as Cognitive Systems. 1037 - Keiki Takadama:
A Potential of Evolutionary Rule-based Machine Learning for Real World Applications. 1039-1040
ECADA'15 Workshop
- Sean N. Harris, Travis Bueter, Daniel R. Tauritz:
A Comparison of Genetic Programming Variants for Hyper-Heuristics. 1043-1050 - Matthew A. Martin, Daniel R. Tauritz:
Hyper-Heuristics: A Study On Increasing Primitive-Space. 1051-1058 - Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan:
Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution. 1059-1066 - Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta:
Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics. 1067-1074 - Eric O. Scott, Jeffrey K. Bassett:
Learning Genetic Representations for Classes of Real-Valued Optimization Problems. 1075-1082
EvoSoft'15 Workshop
- Aurora Ramírez, José Raúl Romero, Sebastián Ventura:
An Extensible JCLEC-based Solution for the Implementation of Multi-Objective Evolutionary Algorithms. 1085-1092 - Antonio J. Nebro, Juan José Durillo, Matthieu Vergne:
Redesigning the jMetal Multi-Objective Optimization Framework. 1093-1100 - Andreas Scheibenpflug, Andreas Beham, Michael Kommenda, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Simplifying Problem Definitions in the HeuristicLab Optimization Environment. 1101-1108 - Kamil Krynicki, Javier Jaen:
AntElements: An Extensible and Scalable Ant Colony Optimization Middleware. 1109-1116 - Juan Julián Merelo Guervós, Pablo García-Sánchez:
Designing and Modeling a Browser-Based DistributedEvolutionary Computation System. 1117-1124 - Leidy Patricia Garzón-Rodriguez, Henry Alberto Diosa, Sergio Rojas Galeano:
Deconstructing GAs into Visual Software Components. 1125-1132
BBOB'15 Workshop
- Asma Atamna:
Benchmarking IPOP-CMA-ES-TPA and IPOP-CMA-ES-MSR on the BBOB Noiseless Testbed. 1135-1142 - Lukás Bajer, Zbynek Pitra, Martin Holena:
Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed. 1143-1150 - Petr Posík, Petr Baudis:
Dimension Selection in Axis-Parallel Brent-STEP Method for Black-Box Optimization of Separable Continuous Functions. 1151-1158 - Dimo Brockhoff, Bernd Bischl, Tobias Wagner:
The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. 1159-1166
GECCO'15 Student Workshop
- Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems. 1169-1172 - Anton Bernatskiy, Josh C. Bongard:
Exploiting the Relationship Between Structural Modularity and Sparsity for Faster Network Evolution. 1173-1176 - Arina Buzdalova, Anna Matveeva, Georgiy Korneev:
Selection of Auxiliary Objectives with Multi-Objective Reinforcement Learning. 1177-1180 - Federico Cabassi, Marco Locatelli:
A Computational Comparison of Memetic Differential Evolution Approaches. 1181-1184 - Daniil Chivilikhin, Ilya Ivanov, Anatoly Shalyto:
Inferring Temporal Properties of Finite-State Machine Models with Genetic Programming. 1185-1188 - Hans Degroote, Patrick De Causmaecker:
Towards a Knowledge Base for Performance Data: A Formal Model for Performance Comparison. 1189-1192 - Paloma de las Cuevas Delgado, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Soft Computing Techniques Applied to Corporate and Personal Security. 1193-1196 - Adam Gaier:
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines. 1197-1200 - Minami Miyakawa, Keiki Takadama, Hiroyuki Sato:
Control of Crossed Genes Ratio for Directed Mating in Evolutionary Constrained Multi-Objective Optimization. 1201-1204 - Cristian Ramírez-Atencia, Gema Bello Orgaz, María D. R.-Moreno, David Camacho:
A Hybrid MOGA-CSP for Multi-UAV Mission Planning. 1205-1208 - Eric O. Scott, Kenneth A. De Jong:
Evaluation-Time Bias in Asynchronous Evolutionary Algorithms. 1209-1212 - Yuan Sun, Michael Kirley, Saman Kumara Halgamuge:
On the Selection of Decomposition Methods for Large Scale Fully Non-separable Problems. 1213-1216 - Jan Zegklitz, Petr Posík:
Symbolic Regression by Grammar-based Multi-Gene Genetic Programming. 1217-1220 - Benjamin Berger, Alvin Andino, Andrew Danise, John Rieffel:
Growing and Evolving Vibrationally Actuated Soft Robots. 1221-1224 - Quetzali Madera, Mario García Valdez, Oscar Castillo, Alejandra Mancilla:
A Method Based on Interactive Evolutionary Computation for Increasing the Effectiveness of Advertisement Texts. 1225-1228 - Vladimir Mironovich, Maxim Buzdalov:
Hard Test Generation for Maximum Flow Algorithms with the Fast Crossover-Based Evolutionary Algorithm. 1229-1232 - Gizem Sungu, Betul Boz:
An Evolutionary Algorithm for Weighted Graph Coloring Problem. 1233-1236
ECBR'15 Workshop
- Andreas Steyven, Emma Hart, Ben Paechter:
The Cost of Communication: Environmental Pressure and Survivability in mEDEA. 1239-1240 - Pedro Trueba, Abraham Prieto, Francisco Bellas, Richard J. Duro:
Embodied Evolution for Collective Indoor Surveillance and Location. 1241-1242 - Jacqueline Heinerman:
Collective Sharing of Knowledge in a DREAM. 1243-1244 - Payam Zahadat, Heiko Hamann, Thomas Schmickl:
Evolving Diverse Collective Behaviors Independent of Swarm Density. 1245-1246 - Nicolas Bredèche, Evert Haasdijk, Abraham Prieto:
Elements of Embodied Evolutionary Robotics. 1247 - Florian Golemo, Marjeta Markovic, Jasper Schoormans, Peter De Jonge, Maik Couwenberg, Evert Haasdijk:
Simulating Morphological Evolution in Large Robot Populations. 1249-1250 - Jorge C. Gomes, Pedro Mariano, Anders Lyhne Christensen:
Hyb-CCEA: Cooperative Coevolution of Hybrid Teams. 1251-1252 - Heiko Hamann:
Evolution of Collective Behaviors by Minimizing Surprisal and by Micro-Macro Links. 1253
MetaDeeP'15 Workshop
- Hamzeh J. Aljawawdeh, Christopher L. Simons, Mohammed Odeh:
Metaheuristic Design Pattern: Preference. 1257-1260 - Alexander E. I. Brownlee, John R. Woodward, Jerry Swan:
Metaheuristic Design Pattern: Surrogate Fitness Functions. 1261-1264 - Kevin Carrie Graham, Jerry Swan, Simon Martin:
The 'Blackboard Pattern' for Metaheuristics. 1265-1267 - Alina Patelli, Nelly Bencomo, Anikó Ekárt, Harry Goldingay, Peter R. Lewis:
Two-B or not Two-B?: Design Patterns for Hybrid Metaheuristics. 1269-1274
SMGP'15 Workshop
- Stefan Forstenlechner, Miguel Nicolau, David Fagan, Michael O'Neill:
Introducing Semantic-Clustering Selection in Grammatical Evolution. 1277-1284 - David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan:
Wave: Incremental Erosion of Residual Error. 1285-1292 - Robyn Ffrancon, Marc Schoenauer:
Greedy Semantic Local Search for Small Solutions. 1293-1300 - Pawel Liskowski, Krzysztof Krawiec, Thomas Helmuth, Lee Spector:
Comparison of Semantic-aware Selection Methods in Genetic Programming. 1301-1307
MedGEC'15 Workshop
- Alejandro Baldominos, Yago Sáez, Pedro Isasi:
Feature Set Optimization for Physical Activity Recognition Using Genetic Algorithms. 1311-1318 - Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
Classification of Two-channel Signals by Means of Genetic Programming. 1319-1325 - J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio:
Data-Based Identification of Prediction Models for Glucose. 1327-1334 - Viktoria Dorfer, Sergey Maltsev, Stephan Dreiseitl, Karl Mechtler, Stephan M. Winkler:
A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda. 1335-1341
Poster Abstracts
- Khulood AlYahya, Jonathan E. Rowe:
Landscape Properties of the 0-1 Knapsack Problem. 1343-1344 - Lourdes Araujo, Juan Martínez-Romo, Andrés Duque Fernandez:
Grammatical Evolution for Identifying Wikipedia Taxonomies. 1345-1346 - Sandra Astete Morales, Marie-Liesse Cauwet, Olivier Teytaud:
Criteria and Convergence Rates in Noisy Optimization. 1347-1348 - Emrah Atilgan, Jianjun Hu:
A Combinatorial Genetic Algorithm for Computational Doping based Material Design. 1349-1350 - Lukás Bajer, Zbynek Pitra, Martin Holena:
Investigation of Gaussian Processes and Random Forests as Surrogate Models for Evolutionary Black-Box Optimization. 1351-1352 - Zorana Bankovic, Pedro López-García:
Energy Efficient Allocation and Scheduling for DVFS-enabled Multicore Environments using a Multiobjective Evolutionary Algorithm. 1353-1354 - Arnaud Berny:
Herding Evolutionary Algorithm. 1355-1356 - Mahmoud A. Bokhari, Markus Wagner:
Improving Test Coverage of Formal Verification Systems via Beam Search. 1357-1358 - Mohamed Boussaa, Olivier Barais, Gerson Sunyé, Benoit Baudry:
A Novelty Search-based Test Data Generator for Object-oriented Programs. 1359-1360 - Miguel Cárdenas-Montes, Miguel Ángel Vega Rodríguez, Juan José Rodríguez-Vázquez, Antonio Gómez-Iglesias:
A Comparison Exercise on Parallel Evaluation of Rosenbrock Function. 1361-1362 - Abir Chaabani, Slim Bechikh, Lamjed Ben Said, Radhia Azzouz:
An Improved Co-evolutionary Decomposition-based Algorithm for Bi-level Combinatorial Optimization. 1363-1364 - Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton:
Is Global Sensitivity Analysis Useful to Evolutionary Computation? 1365-1366 - Liang-Yu Chen, Po-Ming Lee, Tzu-Chien Hsiao:
Dynamically Adding Sensors to the XCS in Multistep Problems: A Sensor Tagging Approach. 1367-1368 - Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan:
On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms. 1369-1370 - Jacqueline Christmas:
Genetic C Programming with Probabilistic Evaluation. 1371-1372 - Jaime J. Dávila:
An Empirical Comparison of Genetically Evolved Programs and Evolved Neural Networks for Multi-agent Systems Operating under Dynamic Environments. 1373-1374 - Roy de Bokx, Dirk Thierens, Peter A. N. Bosman:
In Search of Optimal Linkage Trees. 1375-1376 - Jérémie Decock, Jialin Liu, Olivier Teytaud:
Variance Reduction in Population-Based Optimization: Application to Unit Commitment. 1377-1378 - Tom Decroos, Patrick De Causmaecker, Bart Demoen:
Solving Euclidean Steiner Tree Problems with Multi Swarm Optimization. 1379-1380 - Travis DeVault, Seth Forrest, Ian Tanimoto, Terence Soule, Robert B. Heckendorn:
Learning from Demonstration for Distributed, Encapsulated Evolution of Autonomous Outdoor Robots. 1381-1382 - Josefa Díaz Álvarez, J. Manuel Colmenar, José L. Risco-Martín, Juan Lanchares, Oscar Garnica:
Optimizing Performance of L1 Cache Memory for Embedded Systems driven by Differential Evolution. 1383-1384 - Xin Du, Youcong Ni, Peng Ye:
A Multi-objective Evolutionary Algorithm for Rule-based Performance Optimization at Software Architecture Level. 1385-1386 - Silvino Fernandez, Segundo Álvarez García, Eneko Malatsetxebarria, Pablo Valledor, Diego Díaz:
Performance Comparison of Ant Colony Algorithms for the Scheduling of Steel Production Lines. 1387-1388 - Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski:
Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics. 1389-1390 - Jamisson Santana Freitas, Cícero Garrozi, Mêuser J. S. Valença:
Insertion of Artificial Individuals to Increase the Diversity of Multiobjective Evolutionary Algorithms. 1391-1392 - Andrew Gabler, Mitchell K. Colby, Kagan Tumer:
Learning Based Control of a Fuel Cell Turbine Hybrid Power System. 1393-1394 - Wanru Gao, Mojgan Pourhassan, Frank Neumann:
Runtime Analysis of Evolutionary Diversity Optimization and the Vertex Cover Problem. 1395-1396 - Farshad Ghassemi Toosi, Nikola S. Nikolov, Malachy Eaton:
Evolving Smart Initial Layouts for Force-Directed Graph Drawing. 1397-1398 - Mohammad Gorji Sefidmazgi, Mina Moradi Kordmahalleh, Abdollah Homaifar:
Identification of Switched Models in Non-Stationary Time Series based on Coordinate-Descent and Genetic Algorithm. 1399-1400 - Frantisek Hruska, Jirí Kubalík:
Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics. 1401-1402 - Mario Inostroza-Ponta, Camilo Farfán, Márcio Dorn:
A Memetic Algorithm for Protein Structure Prediction based on Conformational Preferences of Aminoacid Residues. 1403-1404 - Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. 1405-1406 - Guanbo Jia, Shan He, Zexuan Zhu, Jing Liu, Ke Tang:
A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm. 1407-1408 - Juan Luis Jiménez Laredo, Frédéric Guinand, Damien Olivier, Pascal Bouvry:
Trading Off Resource Utilization and Task Migrations in Dynamic Load-balancing. 1409-1410 - Jinhua Zheng, Hui Bai, Ruimin Shen, Miqing Li:
A Comparative Study Use of OTL for Many-objective Optimization. 1411-1412 - Chanju Jung, Yong-Hyuk Kim, Yourim Yoon, Byung-Ro Moon:
An Adeaptive Method of Hungarian Mating Schemes in Genetic Algorithms. 1413-1414 - Reza Karimpour, Guenther Ruhe:
A Search Based Approach Towards Robust Optimization in Software Product Line Scoping. 1415-1416 - Udit Kumar, Jayadeva, Sumit Soman:
Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization. 1417-1418 - Hai-Hao Li, Zong-Gan Chen, Zhi-Hui Zhan, Ke-Jing Du, Jun Zhang:
Renumber Coevolutionary Multiswarm Particle Swarm Optimization for Multi-objective Workflow Scheduling on Cloud Computing Environment. 1419-1420 - Fernando G. Lobo, Mosab Bazargani:
When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization. 1421-1422 - Dolores Margarida, Carlos Henggeler Antunes:
Multi-objective Optimization of Sensor Placement to Detect Contamination in Water Distribution Networks. 1423-1424 - Luca Mariot, Alberto Leporati:
Heuristic Search by Particle Swarm Optimization of Boolean Functions for Cryptographic Applications. 1425-1426 - Luis Martí, Christian Grimme, Pascal Kerschke, Heike Trautmann, Günter Rudolph:
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms. 1427-1428 - Matthew A. Martin, Alex R. Bertels, Daniel R. Tauritz:
Asynchronous Parallel Evolutionary Algorithms: Leveraging Heterogeneous Fitness Evaluation Times for Scalability and Elitist Parsimony Pressure. 1429-1430 - Jabier Martinez, Gabriele Rossi, Tewfik Ziadi, Tegawendé François D. Assise Bissyandé, Jacques Klein, Yves Le Traon:
Estimating and Predicting Average Likability on Computer-Generated Artwork Variants. 1431-1432 - Jean Paulo Martins, Alexandre C. B. Delbem:
Handling Crossover Bias to Improve Diversity in Multiobjective Evolutionary Optimization. 1433-1434 - David Medernach, Jeannie Fitzgerald, R. Muhammad Atif Azad, Conor Ryan:
Wave: A Genetic Programming Approach to Divide and Conquer. 1435-1436 - Héctor David Menéndez, David Camacho:
MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis. 1437-1438 - Seyedali Mirjalili, Andrew Lewis:
A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions. 1439-1440 - Samaneh Sadat Mousavi Astarabadi, Mohammad Mehdi Ebadzadeh:
Avoiding Overfitting in Symbolic Regression Using the First Order Derivative of GP Trees. 1441-1442 - Ana-Maria Oprescu, Alexandra Vintila Filip, Thilo Kielmann:
Fast Pareto Front Approximation for Cloud Instance Pool Optimization. 1443-1444 - Peter Overbury, Luc Berthouze:
Using Novelty-Biased GA to Sample Diversity in Graphs Satisfying Constraints. 1445-1446 - Denis Pallez, Mathieu Serrurier, Célia da Costa Pereira, Giovanni Fusco, Cristina Cao:
Social Specialization of Space: Clustering Households on the French Riviera. 1447-1448 - João P. Papa, Gustavo Henrique Rosa, Kelton A. P. Costa, Nilceu A. Marana, Walter J. Scheirer, David Daniel Cox:
On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search. 1449-1450 - John Park, Su Nguyen, Mengjie Zhang, Mark Johnston:
A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling. 1451-1452 - Todd Perry, Mohamed Bahy Bader-El-Den:
Imbalanced Classification Using Genetically Optimized Random Forests. 1453-1454 - Irina Petrova, Arina Buzdalova:
Selection of Auxiliary Objectives in the Travelling Salesman Problem using Reinforcement Learning. 1455-1456 - Stjepan Picek, Julian F. Miller, Domagoj Jakobovic, Lejla Batina:
Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. 1457-1458 - Malte Probst:
Denoising Autoencoders for Fast Combinatorial Black Box Optimization. 1459-1460 - Pablo Rabanal, Ismael Rodríguez, Fernando Rubio:
On the Uselessness of Finite Benchmarks to Assess Evolutionaryand Swarm Methods. 1461-1462 - Alexander Raß, Manuel Schmitt, Rolf Wanka:
Explanation of Stagnation at Points that are not Local Optima in Particle Swarm Optimization by Potential Analysis. 1463-1464 - Riccardo Cantoro, Marco Gaudesi, Ernesto Sánchez, Giovanni Squillero:
Exploiting Evolutionary Computation in an Industrial Flow for the Development of Code-Optimized Microprocessor Test Programs. 1465-1466 - María Cristina Riff, Elizabeth Montero:
A Collaborative Strategy to Reduce Initial Setup Requirements of ParamILS using EvoCa. 1467-1468 - Nicolás Rojas, Elizabeth Montero, María Cristina Riff:
Using Anti-pheromone to Identify Core Objects for Multidimensional Knapsack Problems: A Two-step Ants based Approach. 1469-1470 - Andrew Runka, Tony White:
Evolving Neurocontrollers for the Control of Information Diffusion in Social Networks. 1471-1472 - Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta:
Evolutionary Cross-Domain Hyper-Heuristics. 1473-1474 - Ahmed Salah, Emma Hart:
Grid Diversity Operator for Some Population-Based Optimization Algorithms. 1475-1476 - Roberto Santana, Alexander Mendiburu, José Antonio Lozano:
Multi-objective NM-Landscapes. 1477-1478 - Valentino Santucci, Marco Baioletti, Alfredo Milani:
An Algebraic Differential Evolution for the Linear Ordering Problem. 1479-1480 - Jonas Schmitt, Sabine Seufert, Christian Zoubek, Harald Köstler:
Potential-Field-Based Unit Behavior Optimization for Balancing in StarCraft II. 1481-1482 - Gene I. Sher:
Momentum Enhanced Neuroevolution. 1483-1484 - Kevin Sim, Emma Hart:
A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules. 1485-1486 - Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. 1487-1488 - Thiago Muniz Stehling, Sérgio Ricardo de Souza, Moacir F. de França Filho:
A Hybrid Particle Swarm Optimization for Solving Vehicle Routing Problem with Time Windows. 1489-1490 - Catalin Stoean, Ruxandra Stoean, Adrian Sandita, Cristian Mesina, Corina Lavinia Gruia, Daniela Ciobanu:
Evolutionary Search for An Accurate Contour Segmentation in Histopathological Images. 1491-1492 - Ryoji Tanabe:
A Note on Multi-Funnel Functions for Expensive Optimization Scenario. 1493-1494 - Giuseppe A. Trunfio:
An Effective Approach for Adapting the Size of Subcomponents in Large-Scale Optimization with Cooperative Coevolution. 1495-1496 - Wilburn W. P. Tsang, Henry Y. K. Lau:
A Grid-facilitated AIS-based Network Scheme for Many-objective Optimization. 1497-1498 - Andrew James Turner, Julian Francis Miller:
Recurrent Cartesian Genetic Programming Applied to Series Forecasting. 1499-1500 - Roberto Ugolotti, Stefano Cagnoni:
Automatic Tuning of Standard PSO Versions. 1501-1502 - Neil B. Urquhart, Emma Hart, Alistair Judson:
Multi-Modal Employee Routing with Time Windows in an Urban Environment. 1503-1504 - Zdenek Vasícek, Lukás Sekanina:
Evolutionary Approximation of Complex Digital Circuits. 1505-1506 - Phillip Verbancsics, Josh Harguess:
Classifying Maritime Vessels from Satellite Imagery with HyperNEAT. 1507-1508 - Phillip Verbancsics:
Impact of Speciation Heuristic on Crossover and Search in NEAT. 1509-1510 - Christian von Lücken, Hugo Monzón, Carlos A. Brizuela, Benjamín Barán:
Dimensionality Reduction in Many-objective Problems Combining PCA and Spectral Clustering. 1511-1512 - Mark D. Wagy, Josh C. Bongard:
Crowdseeding Robot Design. 1513-1514 - Jia-bin Wang, Wei-Neng Chen, Jun Zhang, Ying Lin:
A Dimension-Decreasing Particle Swarm Optimization Method for Portfolio Optimization. 1515-1516 - Chris Watkins, Yvonne Buttkewitz:
Efficient Sampling with Small Populations: a Genetic Algorithm Satisfying Detailed Balance. 1517-1518 - Miri Weiss-Cohen, Adi Dahan, Izzik Kaspi:
Software System for Container Vessel Stowage Planning using Genetic Algorithm. 1519-1520 - David Robert White, Shin Yoo, Jeremy Singer:
The Programming Game: Evaluating MCTS as an Alternative to GP for Symbolic Regression. 1521-1522 - Yao-Ming Wu, Liang-Yu Chen, Po-Ming Lee, Tzu-Chien Hsiao:
Enable the XCS to Dynamically Learn Multiple Problems: A Sensor Tagging Approach. 1523-1524 - Logan Michael Yliniemi, Kagan Tumer:
Complete Multi-Objective Coverage with PaCcET. 1525-1526 - Jan Zegklitz, Petr Posík:
Model Selection and Overfitting in Genetic Programming: Empirical Study. 1527-1528
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