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GECCO 2016: Denver, CO, USA
- Tobias Friedrich, Frank Neumann, Andrew M. Sutton:
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016. ACM 2016, ISBN 978-1-4503-4206-3
Keynote Talks
- Bernard Chazelle:
The Challenges of Natural Algorithms. 1 - Holger H. Hoos:
Taming the Complexity Monster or: How I learned to Stop Worrying and Love Hard Problems. 3-4
Ant Colony Optimization and Swarm Intelligence
- Stephyn Butcher, Shane Strasser, Jenna Hoole, Benjamin Demeo, John W. Sheppard
:
Relaxing Consensus in Distributed Factored Evolutionary Algorithms. 5-12 - Ayah Helal
A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm. 13-20 - Andreas Janecek, Wilfried N. Gansterer:
ACO-inspired Acceleration of Gossip Averaging. 21-28 - Cheng Wai Kheng, Day Chyi Ku, Hui-Fuang Ng, Mahmoud Khattab
Curvature Flight Path for Particle Swarm Optimisation. 29-36 - Ruby L. V. Moritz, Sanaz Mostaghim
The Influence of Heredity Models on Adaptability in Evolutionary Swarms. 37-44 - Ángel Arturo Rojas-García, Arturo Hernández Aguirre:
Using Mutual Information to Build Dynamic Neighbourhoods for Particle Swarm Optimisation. 45-52 - Shane Strasser, Rollie Goodman, John W. Sheppard
A New Discrete Particle Swarm Optimization Algorithm. 53-60 - Dirk Sudholt, Carsten Witt
Update Strength in EDAs and ACO: How to Avoid Genetic Drift. 61-68 - Saúl Zapotecas Martínez
Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition. 69-76
Artificial Immune Systems and Biological and Biomedical Applications
- (Withdrawn) Artificial Immune Systems can Beat Evolutionary Algorithms in Combinatorial Optimisation. 77-84
- Emmanuel Sapin, Kenneth A. De Jong, Amarda Shehu:
A Novel EA-based Memetic Approach for Efficiently Mapping Complex Fitness Landscapes. 85-92
Complex Systems (Artificial Life/Robotics/Evolvable Hardware/Generative and Developmental Systems)
- Miguel Duarte, Jorge C. Gomes
EvoRBC: Evolutionary Repertoire-based Control for Robots with Arbitrary Locomotion Complexity. 93-100 - Margaret J. Eppstein, C. Brandon Ogbunugafor
Quantifying Deception: A Case Study in the Evolution of Antimicrobial Resistance. 101-108 - Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra:
Convolution by Evolution: Differentiable Pattern Producing Networks. 109-116 - Rasmus Boll Greve, Emil Juul Jacobsen, Sebastian Risi:
Evolving Neural Turing Machines for Reward-based Learning. 117-124 - Joost Huizinga, Jean-Baptiste Mouret, Jeff Clune:
Does Aligning Phenotypic and Genotypic Modularity Improve the Evolution of Neural Networks? 125-132 - Mathias Löwe
Accelerating the Evolution of Cognitive Behaviors Through Human-Computer Collaboration. 133-140 - Henok Mengistu, Joel Lehman, Jeff Clune:
Evolvability Search: Directly Selecting for Evolvability in order to Study and Produce It. 141-148 - Elliot Meyerson, Joel Lehman, Risto Miikkulainen:
Learning Behavior Characterizations for Novelty Search. 149-156 - Mohammad Sadegh Norouzzadeh, Jeff Clune:
Neuromodulation Improves the Evolution of Forward Models. 157-164 - Milan Rybár, Heiko Hamann:
Inspiration-Triggered Search: Towards Higher Complexities by Mimicking Creative Processes. 165-172 - Danesh Tarapore, Jeff Clune, Antoine Cully
How do Different Encodings Influence the Performance of the MAP-Elites Algorithm? 173-180 - Roby Velez, Jeff Clune:
Identifying Core Functional Networks and Functional Modules within Artificial Neural Networks via Subsets Regression. 181-188
Continuous Optimization
- Ouassim Ait ElHara, Anne Auger, Nikolaus Hansen
Permuted Orthogonal Block-Diagonal Transformation Matrices for Large Scale Optimization Benchmarking. 189-196 - Youhei Akimoto, Nikolaus Hansen
Projection-Based Restricted Covariance Matrix Adaptation for High Dimension. 197-204 - Sandra Astete Morales, Marie-Liesse Cauwet, Olivier Teytaud:
Analysis of Different Types of Regret in Continuous Noisy Optimization. 205-212 - Asma Atamna, Anne Auger, Nikolaus Hansen
Analysis of Linear Convergence of a (1 + 1)-ES with Augmented Lagrangian Constraint Handling. 213-220 - Felipe Campelo
Experimental Investigation of Recombination Operators for Differential Evolution. 221-228 - Pascal Kerschke
Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models. 229-236 - Kouhei Nishida, Youhei Akimoto:
Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient. 237-244 - Makoto Kamizono, Kigo Shimomura, Masayuki Tajiri, Satoshi Ono
Two-Dimensional Barcode Decoration Using Module-wise Non-systematic Coding and Cooperative Evolution by User and System. 245-252
Digital Entertainment Technologies and Arts
- Ahmed Khalifa
General Video Game Level Generation. 253-259 - Tiago Martins
Evotype: From Shapes to Glyphs. 261-268 - Vanessa Volz, Günter Rudolph, Boris Naujoks
Demonstrating the Feasibility of Automatic Game Balancing. 269-276 - Gianlucca L. Zuin, Yuri P. A. Macedo, Luiz Chaimowicz
Discovering Combos in Fighting Games with Evolutionary Algorithms. 277-284
Evolutionary Combinatorial Optimization and Metaheuristics
- Christian Blum
Extension of the CMSA Algorithm: An LP-based Way for Reducing Sub-instances. 285-292 - Shelvin Chand
Fast Heuristics for the Multiple Traveling Thieves Problem. 293-300 - Olfa Chebbi, Ezzeddine Fatnassi, Jouhaina Chaouachi, Nouri Nouha:
Cellular Genetic Algorithm for Solving a Routing On-Demand Transit Problem. 301-308 - Francisco Chicano, L. Darrell Whitley, Renato Tinós
Efficient Hill Climber for Constrained Pseudo-Boolean Optimization Problems. 309-316 - Mohamed El Yafrani
Population-based vs. Single-solution Heuristics for the Travelling Thief Problem. 317-324 - Sebastian Herrmann
Communities of Local Optima as Funnels in Fitness Landscapes. 325-331 - Angus Kenny, Xiaodong Li
A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs. 333-340 - Simon J. Larsen
A Simulated Annealing Algorithm for Maximum Common Edge Subgraph Detection in Biological Networks. 341-348 - Marie-Eléonore Marmion
Multi-objective Neutral Neighbors': What could be the definition(s)? 349-356 - Marcella S. R. Martins
HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm. 357-364 - Yi Mei
Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming. 365-372 - Gabriela Ochoa
Additional Dimensions to the Study of Funnels in Combinatorial Landscapes. 373-380 - Michal Roman Przybylek
Multi-hard Problems in Uncertain Environment. 381-388 - Nicolás Rojas-Morales
Ants can Learn from the Opposite. 389-396 - Roberto Santana, Zheng Zhu, Helmut G. Katzgraber:
Evolutionary Approaches to Optimization Problems in Chimera Topologies. 397-404 - Mihai Suciu
Game theory, Extremal optimization, and Community Structure Detection in Complex Networks. 405-412 - Junhua Wu
On the Impact of the Renting Rate for the Unconstrained Nonlinear Knapsack Problem. 413-419 - Murilo Zangari, Roberto Santana, Alexander Mendiburu
On the Design of Hard mUBQP Instances. 421-428
Evolutionary Machine Learning
- Isidro M. Alvarez, Will N. Browne
Human-inspired Scaling in Learning Classifier Systems: Case Study on the n-bit Multiplexer Problem Set. 429-436 - James Brookhouse
Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery. 437-444 - John P. Hanley
Evolving Probabilistically Significant Epistatic Classification Rules for Heterogeneous Big Datasets. 445-452 - Xianneng Li, Guangfei Yang:
Transferable XCS. 453-460 - Lars Vidar Magnusson, Roland Olsson:
Improving the Canny Edge Detector Using Automatic Programming: Improving Non-Max Suppression. 461-468 - Yi Mei
Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference. 469-476 - Gregory Morse, Kenneth O. Stanley:
Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks. 477-484 - Randal S. Olson, Nathan Bartley, Ryan J. Urbanowicz
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science. 485-492 - Abdelhamid Ouanes, Lilia Rejeb
A Hybrid Approach for Sleep Stages Classification. 493-500 - Aditya Rawal, Risto Miikkulainen:
Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective. 501-508 - Renato Tinós
A New Evaluation Function for Clustering: The NK Internal Validation Criterion. 509-516 - Sjoerd van Steenkiste
A Wavelet-based Encoding for Neuroevolution. 517-524
Evolutionary Multiobjective Optimization
- Mohamed Abouhawwash
Karush-Kuhn-Tucker Proximity Measure for Multi-Objective Optimization Based on Numerical Gradients. 525-532 - Martin Andersson, Sunith Bandaru
Tuning of Multiple Parameter Sets in Evolutionary Algorithms. 533-540 - Matthieu Basseur, Bilel Derbel, Adrien Goëffon, Arnaud Liefooghe
Experiments on Greedy and Local Search Heuristics for ddimensional Hypervolume Subset Selection. 541-548 - Sergio F. Contreras, Camilo A. Cortés
Bio-inspired Multi-objective Optimization Design of a Highly Efficient Squirrel Cage Induction Motor. 549-556 - Benjamin Doerr, Wanru Gao, Frank Neumann
Runtime Analysis of Evolutionary Diversity Maximization for OneMinMax. 557-564 - Raquel Hernández Gómez, Carlos A. Coello Coello
A Multi-Objective Evolutionary Algorithm based on Parallel Coordinates. 565-572 - Rayan Hussein, Kalyanmoy Deb:
A Generative Kriging Surrogate Model for Constrained and Unconstrained Multi-objective Optimization. 573-580 - Arnaud Liefooghe
A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization. 581-588 - Siamak Safarzadegan Gilan, Naman Goyal, Bistra Dilkina
Active Learning in Multi-objective Evolutionary Algorithms for Sustainable Building Design. 589-596 - Shaul Salomon, Robin Charles Purshouse
A Toolkit for Generating Scalable Stochastic Multiobjective Test Problems. 597-604 - Meifeng Shi, Zhongshi He, Ziyu Chen, Hang Zhang:
A novel Multi-objective Optimization-based Image Registration Method. 605-612 - Andrey Vasin, Maxim Buzdalov:
A Faster Algorithm for the Binary Epsilon Indicator Based on Orthant Minimum Search. 613-620
Genetic Algorithms
- Ossama Abdelkhalik
Hidden Genes Genetic Algorithms for Systems Architecture Optimization. 629-636 - Peter A. N. Bosman, Ngoc Hoang Luong
Expanding from Discrete Cartesian to Permutation Gene-pool Optimal Mixing Evolutionary Algorithms. 637-644 - Duc-Cuong Dang, Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Per Kristian Lehre, Pietro S. Oliveto
Escaping Local Optima with Diversity Mechanisms and Crossover. 645-652 - Kalyanmoy Deb, Christie Myburgh:
Breaking the Billion-Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm. 653-660 - Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Samadhi Nallaperuma, Frank Neumann
Fast Building Block Assembly by Majority Vote Crossover. 661-668 - Brian W. Goldman, Dirk Sudholt:
Runtime Analysis for the Parameter-less Population Pyramid. 669-676 - Daniele Gravina, Antonios Liapis, Georgios N. Yannakakis
Surprise Search: Beyond Objectives and Novelty. 677-684 - Mohamed Khalil Labidi, Ibrahima Diarrassouba, Ali Ridha Mahjoub, Anissa Omrane:
A Parallel Hybrid Genetic Algorithm for the k-Edge-Connected Hop-Constrained Network Design Problem. 685-692 - Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen:
Estimating the Advantage of Age-Layering in Evolutionary Algorithms. 693-699 - Jim E. Smith, Christopher Stone, Martin Craig Serpell:
Exploiting Diverse Distance Metrics for Surrogate-Based Optimisation of Ordering Problems: A Case Study. 701-708
Genetic Programming
- Qi Chen
Improving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation. 709-716 - Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
The Impact of Hyperselection on Lexicase Selection. 717-724 - Libin Hong
Automatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a Hyper-Heuristic. 725-732 - Ting Hu, Wolfgang Banzhaf:
Quantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network. 733-740 - William G. La Cava
Epsilon-Lexicase Selection for Regression. 741-748 - Pawel Liskowski, Krzysztof Krawiec
Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming. 749-756 - David Medernach, Jeannie Fitzgerald
A New Wave: A Dynamic Approach to Genetic Programming. 757-764 - Miguel Nicolau, Michael Fenton
Managing Repetition in Grammar-Based Genetic Programming. 765-772 - Luiz Otávio Vilas Boas Oliveira
A Dispersion Operator for Geometric Semantic Genetic Programming. 773-780 - Stjepan Picek, Domagoj Jakobovic
Evolving Algebraic Constructions for Designing Bent Boolean Functions. 781-788 - Robert J. Smith
Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment. 789-796 - Marcin Szubert, Anuradha Kodali, Sangram Ganguly, Kamalika Das, Josh C. Bongard:
Reducing Antagonism between Behavioral Diversity and Fitness in Semantic Genetic Programming. 797-804
Integrative Genetic and Evolutionary Computation
- Tudor Dan Mihoc, Rodica Ioana Lung
Approximation of (k, t)-robust Equilibria. 805-811 - Léo Françoso Dal Piccol Sotto, Regina Célia Coelho
Classification of Cardiac Arrhythmia by Random Forests with Features Constructed by Kaizen Programming with Linear Genetic Programming. 813-820
Parallel Evolutionary Systems
- Guillaume Leclerc, Joshua Evan Auerbach, Giovanni Iacca
The Seamless Peer and Cloud Evolution Framework. 821-828 - Yunfeng Ma, Leandro Soares Indrusiak
Hardware-Accelerated Parallel Genetic Algorithm for Fitness Functions with Variable Execution Times. 829-836 - Juan Julián Merelo Guervós
Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation. 837-844 - Eric O. Scott, Kenneth A. De Jong:
Evaluation-Time Bias in Quasi-Generational and Steady-State Asynchronous Evolutionary Algorithms. 845-852
Real World Applications
- Márcio da Silva Arantes, Jesimar da Silva Arantes, Claudio Fabiano Motta Toledo, Brian Charles Williams:
A Hybrid Multi-Population Genetic Algorithm for UAV Path Planning. 853-860 - Jana Brotánková, Tommaso Urli, Philip Kilby
Planning Habitat Restoration with Genetic Algorithms. 861-868 - Francisco Castillo, María Cristina Riff, Elizabeth Montero
New Bounds for Office Space Allocation using Tabu Search. 869-876 - Mitchell K. Colby, Logan Michael Yliniemi, Paolo Pezzini, David Tucker, Kenneth Mark Bryden, Kagan Tumer:
Multiobjective Neuroevolutionary Control for a Fuel Cell Turbine Hybrid Energy System. 877-884 - Sam Cramer, Michael Kampouridis
A Genetic Decomposition Algorithm for Predicting Rainfall within Financial Weather Derivatives. 885-892 - Kai Olav Ellefsen
Planning Inspection Paths through Evolutionary Multi-objective Optimization. 893-900 - David Grochol, Lukás Sekanina:
Evolutionary Design of Fast High-quality Hash Functions for Network Applications. 901-908 - Myoung Hoon Ha, Sangyeop Lee, Byung-Ro Moon:
A Genetic Algorithm for Rule-based Chart Pattern Search in Stock Market Prices. 909-916 - Shauharda Khadka, Kagan Tumer, Mitchell K. Colby, Dave Tucker, Paolo Pezzini, Kenneth Mark Bryden:
Neuroevolution of a Hybrid Power Plant Simulator. 917-924 - Jinhyun Kim, HyukGeun Choi, Hansang Yun, Byung-Ro Moon:
Measuring Source Code Similarity by Finding Similar Subgraph with an Incremental Genetic Algorithm. 925-932 - Pavel Krömer
Evolutionary Feature Subset Selection with Compression-based Entropy Estimation. 933-940 - Zhichao Lu
Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties. 941-948 - David Lynch, Michael Fenton
Evolutionary Learning of Scheduling Heuristics for Heterogeneous Wireless Communications Networks. 949-956 - Mina Moradi Kordmahalleh, Mohammad Gorji Sefidmazgi
A Sparse Recurrent Neural Network for Trajectory Prediction of Atlantic Hurricanes. 957-964 - Sune S. Nielsen, Christof Ferreira Torres
Tackling the IFP Problem with the Preference-Based Genetic Algorithm. 965-972 - Josué Pagán
Grammatical Evolutionary Techniques for Prompt Migraine Prediction. 973-980 - Sara Perez-Carabaza
A Real World Multi-UAV Evolutionary Planner for Minimum Time Target Detection. 981-988 - Ricardo Pérez-Rodríguez, Arturo Hernández Aguirre:
Finding Interactions or Relationships between Customer Orders for Building Better Batches by Means of an Estimation of Distribution Algorithm-based Approach for the Online Order Batching Problem. 989-996 - Nasser R. Sabar, Andy Song
Grammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing. 997-1003 - Sven Schellenberg, Xiaodong Li
Benchmarks for the Coal Processing and Blending Problem. 1005-1012 - Daniel H. Stolfi
Fine Tuning of Traffic in our Cities with Smart Panels: The Quito City Case Study. 1013-1019 - Mateus A. M. Teixeira, Fillipe Goulart
Evolutionary Multiobjective Optimization of Winglets. 1021-1028 - Maren Urselmann, Christophe Foussette, Tim Janus, Stephen Tlatlik, Axel Gottschalk
Selection of a DFO Method for the Efficient Solution of Continuous Constrained Sub-Problems within a Memetic Algorithm for Chemical Process Synthesis. 1029-1036 - Yunhai Wang, Yiming Qian, Yang Li, Minglun Gong
Artificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search. 1037-1044 - Junhua Wu
Fast and Effective Optimisation of Arrays of Submerged Wave Energy Converters. 1045-1052
Search-Based Software Engineering and Self-* Search
- Aitor Arrieta, Shuai Wang, Goiuria Sagardui
Test Case Prioritization of Configurable Cyber-Physical Systems with Weight-Based Search Algorithms. 1053-1060 - Márcio de Oliveira Barros, Luiz Antonio O. de Araujo Jr.:
Learning Overtime Dynamics Through Multiobjective Optimization. 1061-1068 - Thainá Mariani, Giovani Guizzo
Grammatical Evolution for the Multi-Objective Integration and Test Order Problem. 1069-1076 - Annibale Panichella, Carol V. Alexandru, Sebastiano Panichella
A Search-based Training Algorithm for Cost-aware Defect Prediction. 1077-1084 - Dipesh Pradhan, Shuai Wang, Shaukat Ali, Tao Yue:
Search-Based Cost-Effective Test Case Selection within a Time Budget: An Empirical Study. 1085-1092 - Kevin Sim, Emma Hart:
A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem. 1093-1100
Theory
- Marie-Liesse Cauwet, Olivier Teytaud:
Noisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms. 1101-1106 - Benjamin Doerr:
Optimal Parameter Settings for the (1 + λ, λ) Genetic Algorithm. 1107-1114 - Benjamin Doerr, Carola Doerr
The Right Mutation Strength for Multi-Valued Decision Variables. 1115-1122 - Benjamin Doerr, Carola Doerr
Optimal Parameter Choices via Precise Black-Box Analysis. 1123-1130 - Carola Doerr
The (1+1) Elitist Black-Box Complexity of LeadingOnes. 1131-1138 - Tobias Friedrich, Timo Kötzing, Martin S. Krejca:
EDAs cannot be Balanced and Stable. 1139-1146 - Christian Gießen, Carsten Witt
Optimal Mutation Rates for the (1+λ) EA on OneMax. 1147-1154 - Andrei Lissovoi, Carsten Witt
The Impact of Migration Topology on the Runtime of Island Models in Dynamic Optimization. 1155-1162 - Pietro S. Oliveto
When Non-Elitism Outperforms Elitism for Crossing Fitness Valleys. 1163-1170
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