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GECCO'15 Proceedings

GECCO'15 Companion

Author Index (A-B)

Author Index (C-D)

Author Index (E-H)

Author Index (I-L)

Author Index (M-O)

Author Index (P-R)

Author Index (S-U)

Author Index (V-Z)

Compilation Author Index

Page numbers for papers within the Author Index refer to the proceedings. All other page numbers refer to the companion.


Inostroza-Ponta, Mario

Poster Abstract: A Memetic Algorithm for Protein Structure Prediction Based on Conformational Preferences of Aminoacid Residues (Page 1403)


Inoue, Katsuro

Paper: Web Service Antipatterns Detection Using Genetic Programming (Page 1351)


Inoue, Kazuyuki

Paper: Adaptive Control of Parameter-Less Population Pyramid on the Local Distribution of Inferior Individuals (Page 863)


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Isasi, Pedro

MedGEC'15 Workshop: Feature Set Optimization for Physical Activity Recognition Using Genetic Algorithms (Page 1311)


Ishibuchi, Hisao

Paper: A Study on Performance Evaluation Ability of a Modified Inverted Generational Distance Indicator (Page 695)


Ivanov, Ilya

GECCO'15 Student Workshop: Inferring Temporal Properties of Finite-State Machine Models with Genetic Programming (Page 1185)


Izidoro, Sandro

ECCSB'15 Workshop: MeGASS: Multi-Objective Genetic Active Site Search (Page 905)


Izzo, Dario

Paper: Evolving Solutions to TSP Variants for Active Space Debris Removal (Page 1207)

Paper: Injection, Saturation and Feedback in Meta-Heuristic Interactions (Page 1167)

Paper: Novelty Search for Soft Robotic Space Exploration (Page 193)


Jackson, David

Paper: Efficient Evolution of High Entropy RNGS Using Single Node Genetic Programming (Page 1071)


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Jaen, Javier

EvoSoft'15 Workshop: AntElements: An Extensible and Scalable Ant Colony Optimization Middleware (Page 1109)


Jakobovic, Domagoj

Poster Abstract: Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes (Page 1457)

Paper: Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective (Page 1095)


Jankee, Christopher

Poster Abstract: New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection (Page 1405)


Jansen, Thomas

Paper: On Easiest Functions for Somatic Contiguous Hypermutations and Standard Bit Mutations (Page 1399)

Paper: Populations Can Be Essential in Dynamic Optimisation (Page 1407)


Jaśkowski, Wojciech

Paper: High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: A Case Study in SZ-Tetris (Page 567)


Jayadeva

Poster Abstract: Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization (Page 1417)

Paper: Enhancing IACO? Local Search by Mtsls1-BFGS for Continuous Global Optimization (Page 33)


Jia, Baozhu

Paper: A GP-Based Video Game Player (Page 1047)


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Jia, Guanbo

Poster Abstract: A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm (Page 1407)


Jia, Yue

Paper: Deep Parameter Optimisation (Page 1375)

Genetic Improvement 2015 Workshop: Genetic Improvement Using Higher Order Mutation (Page 803)


Johns, Matthew

VizGEC'15 Workshop: Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation (Page 941)


Johnson, Colin G.

Genetic Improvement 2015 Workshop: Fitness as Task-Relevant Information Accumulation (Page 855)

SMGP'15 Workshop: SMGP'15 Chairs' Welcome (Page 1275)


Johnston, Mark

Poster Abstract: A Single Population Genetic Programming Based Ensemble Learning Approach to Job Shop Scheduling (Page 1451)

Paper: Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction (Page 975)


Jónsson, Björn

Paper: Interactively Evolving Compositional Sound Synthesis Networks (Page 321)


Judson, Alistair

Poster Abstract: Multi-Modal Employee Routing with Time Windows in an Urban Environment (Page 1503)


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Jung, Chanju

Poster Abstract: An Adaptive Method of Hungarian Mating Schemes in Genetic Algorithms (Page 1413)


Jungjit, Suwimol

IWERML'15 Workshop: A Lexicographic Multi-Objective Genetic Algorithm for Multi-Label Correlation Based Feature Selection (Page 989)


Kandathil, Shaun M.

ECCSB'15 Workshop: Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta (Page 935)


Kappes, Martin

SecDef'15 Workshop: Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks (Page 867)


Karder, Johannes

EvoSoft'15 Workshop: Simplifying Problem Definitions in the HeuristicLab Optimization Environment (Page 1101)


Karimpour, Reza

Poster Abstract: A Search Based Approach Towards Robust Optimization in Software Product Line Scoping (Page 1415)


Kaspi, Izzik

Poster Abstract: Software System for Container Vessel Stowage Planning Using Genetic Algorithm (Page 1519)


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Katila, Riitta

Paper: Evolving Strategies for Social Innovation Games (Page 1135)


Kaufmann, Paul

Paper: Generator Start-up Sequences Optimization for Network Restoration Using Genetic Algorithm and Simulated Annealing (Page 409)


Keedwell, Ed

Paper: A Sequence-based Selection Hyper-heuristic Utilising a Hidden Markov Model (Page 417)

VizGEC'15 Workshop: Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation (Page 941)


Kelly, Stephen

Paper: Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task (Page 1143)


Kent, Alexander D.

SecDef'15 Workshop: Coevolutionary Agent-based Network Defense Lightweight Event System (CANDLES) (Page 859)


Kerschke, Pascal

Paper: Detecting Funnel Structures by Means of Exploratory Landscape Analysis (Page 265)

Poster Abstract: Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms (Page 1427)


Kessentini, Marouane

Paper: Web Service Antipatterns Detection Using Genetic Programming (Page 1351)


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Kheiri, Ahmed

Paper: A Sequence-based Selection Hyper-heuristic Utilising a Hidden Markov Model (Page 417)


Kielmann, Thilo

Poster Abstract: Fast Pareto Front Approximation for Cloud Instance Pool Optimization (Page 1443)


Kim, Jae Woo

Paper: Finding an Optimal Lego® Brick Layout of Voxelized 3D Object Using a Genetic Algorithm (Page 1215)


Kim, Jinhyun

Paper: Finding an Optimal Lego® Brick Layout of Voxelized 3D Object Using a Genetic Algorithm (Page 1215)


Kim, Yong-Hyuk

Poster Abstract: An Adaptive Method of Hungarian Mating Schemes in Genetic Algorithms (Page 1413)


Kirley, Michael

Paper: Extended Differential Grouping for Large Scale Global Optimization with Direct and Indirect Variable Interactions (Page 313)

GECCO'15 Student Workshop: On the Selection of Decomposition Methods for Large Scale Fully Non-Separable Problems (Page 1213)


Klein, Jacques

Poster Abstract: Estimating and Predicting Average Likability on Computer-Generated Artwork Variants (Page 1431)


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Knowles, Joshua

ECCSB'15 Workshop: Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta (Page 935)


Koch, Patrick

Paper: A New Repair Method for Constrained Optimization (Page 273)


Kocsis, Zoltan A.

Genetic Improvement 2015 Workshop: Embedded Dynamic Improvement (Page 831)


Kommenda, Michael

EvoSoft'15 Workshop: Simplifying Problem Definitions in the HeuristicLab Optimization Environment (Page 1101)


Konen, Wolfgang

Paper: A New Repair Method for Constrained Optimization (Page 273)


Kornatowski, Przemyslaw M.

Late-Breaking Abstract: Rapid Evolution of Robot Gaits (Page 743)


Korneev, Georgiy

GECCO'15 Student Workshop: Selection of Auxiliary Objectives with Multi-Objective Reinforcement Learning (Page 1177)


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Köstler, Harald

Poster Abstract: Potential-Field-Based Unit Behavior Optimization for Balancing in Starcraft II (Page 1481)


Kötzing, Timo

Paper: Robustness of Ant Colony Optimization to Noise (Page 17)

Paper: Solving Problems with Unknown Solution Length at (Almost) No Extra Cost (Page 831)


Kramer, Oliver

Paper: On Evolutionary Approaches to Wind Turbine Placement with Geo-Constraints (Page 1223)


Krause, Oswin

Paper: A CMA-ES with Multiplicative Covariance Matrix Updates (Page 281)


Krause, Peter

Paper: A New Repair Method for Constrained Optimization (Page 273)


Krawiec, Krzysztof

Paper: An Integrated Approach to Stage 1 Breast Cancer Detection (Page 1199)

SMGP'15 Workshop: Comparison of Semantic-aware Selection Methods in Genetic Programming (Page 1301)

Paper: Genetic Programming for Estimation of Heat Flux Between the Atmosphere and Sea Ice in Polar Regions (Page 1279)

Paper: High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: A Case Study in SZ-Tetris (Page 567)

Tutorial: Semantic Genetic Programming (Page 603)

SMGP'15 Workshop: SMGP'15 Chairs' Welcome (Page 1275)

Tutorial: Solving Complex Problems with Coevolutionary Algorithms (Page 547)


Krejca, Martin S.

Paper: Robustness of Ant Colony Optimization to Noise (Page 17)


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Krinke, Jens

Paper: Deep Parameter Optimisation (Page 1375)

Genetic Improvement 2015 Workshop: Genetic Improvement Using Higher Order Mutation (Page 803)


Krishna, M. Ramesh

Paper: An Analysis of Integration of Hill Climbing in Crossover and Mutation Operation for EEG Signal Classification (Page 209)


Krynicki, Kamil

EvoSoft'15 Workshop: AntElements: An Extensible and Scalable Ant Colony Optimization Middleware (Page 1109)


Kubalík, Jiří

Poster Abstract: Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics (Page 1401)


Kuber, Karthik

IWERML'15 Workshop: GECCO'15 Welcome to the International Workshop on Evolutionary Rule-Based Machine Learning Workshop (IWERML) (Page 971)


Kulkarni, Sandeep

Paper: Using Model Checking Techniques for Evaluating the Effectiveness of Evolutionary Computing in Synthesis of Distributed Fault-Tolerant Programs (Page 1119)


Kumar, Udit

Paper: Enhancing IACO? Local Search by Mtsls1-BFGS for Continuous Global Optimization (Page 33)

Poster Abstract: Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization (Page 1417)


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La Cava, William

Paper: Genetic Programming with Epigenetic Local Search (Page 1055)


La Poutré, Han

Paper: Exploiting Linkage Information and Problem-Specific Knowledge in Evolutionary Distribution Network Expansion Planning (Page 1231)


Lacerda, Anisio M.

ECCSB'15 Workshop: MeGASS: Multi-Objective Genetic Active Site Search (Page 905)


Ladhari, Talel

Paper: Minimizing Regular Objectives for Blocking Permutation Flow Shop Scheduling: Heuristic Approaches (Page 441)


Lam, Brian Yee Hong

Paper: Improving CUDA DNA Analysis Software with Genetic Programming (Page 1063)


Lamb, Luis C.

Paper: The Impact of Centrality on Individual and Collective Performance in Social Problem-Solving Systems (Page 73)


Lanchares, Juan

MedGEC'15 Workshop: Data-Based Identification of Prediction Models for Glucose (Page 1327)

Poster Abstract: Optimizing Performance of L1 Cache Memory for Embedded Systems Driven by Differential Evolution (Page 1383)


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Landa-Silva, Dario

Paper: Analysis of Objectives Relationships in Multiobjective Problems Using Trade-Off Region Maps (Page 735)


Landsborough, Jason

Genetic Improvement 2015 Workshop: Removing the Kitchen Sink from Software (Page 833)


Langdon, William B.

Genetic Improvement 2015 Workshop: Genetic Improvement 2015 Chairs' Welcome (Page 791)

Genetic Improvement 2015 Workshop: Grow and Graft a Better CUDA PKnotsRG for RNA pseudoknot Free Energy Calculation (Page 805)

Paper: Improving CUDA DNA Analysis Software with Genetic Programming (Page 1063)


Laredo, Juan Luis J.

Poster Abstract: Trading Off Resource Utilization and Task Migrations in Dynamic Load-balancing (Page 1409)


Laschi, Cecilia

Paper: Novelty-Based Evolutionary Design of Morphing Underwater Robots (Page 145)


Lau, Henry Y. K.

Poster Abstract: A Grid-facilitated AIS-based Network Scheme for Many (Page 1497)


Le Traon, Yves

Poster Abstract: Estimating and Predicting Average Likability on Computer-Generated Artwork Variants (Page 1431)


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Lee, Po-Ming

IWERML'15 Workshop: A Novel Representation of Classifier Conditions Named Sensory Tag for the XCS in Multistep Problems (Page 973)

Poster Abstract: Dynamically Adding Sensors to the XCS in Multistep Problems: A Sensor Tagging Approach (Page 1367)

Poster Abstract: Enable the XCS to Dynamically Learn Multiple Problems: A Sensor Tagging Approach (Page 1523)


Lee, Sangyeop

Paper: Finding an Optimal Lego® Brick Layout of Voxelized 3D Object Using a Genetic Algorithm (Page 1215)


Legrand, Pierrick

Paper: A Local Search Approach to Genetic Programming for Binary Classification (Page 1151)

Paper: Geometric Semantic Genetic Programming with Local Search (Page 999)


Lehman, Joel

Paper: Enhancing Divergent Search through Extinction Events (Page 951)


Lehre, Per Kristian

Paper: Populations Can Be Essential in Dynamic Optimisation (Page 1407)

Tutorial: Runtime Analysis of Evolutionary Algorithms: Basic Introduction (Page 121)

Paper: Simplified Runtime Analysis of Estimation of Distribution Algorithms (Page 513)


Leităo, António

VizGEC'15 Workshop: ELICIT - Evolutionary Computation Visualization (Page 949)


Lengler, Johannes

Paper: Elitist Black-Box Models: Analyzing the Impact of Elitist Selection on the Performance of Evolutionary Algorithms (Page 839)

Paper: OneMax in Black-Box Models with Several Restrictions (Page 1431)


Leonard, Philip

Paper: Efficient Evolution of High Entropy RNGS Using Single Node Genetic Programming (Page 1071)


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Leporati, Alberto

Poster Abstract: Heuristic Search by Particle Swarm Optimization of Boolean Functions for Cryptographic Applications (Page 1425)


Lessin, Dan

Paper: Darwin's Avatars: A Novel Combination of Gameplay and Procedural Content Generation (Page 329)

Late-Breaking Abstract: Evolved Virtual Creatures with Soft-Body Muscles: On a Bio-Mimetic Path to Meaningful Morphological Complexity (Page 761)


Letras, Martin

Paper: An Empirical Analysis on Dimensionality in Cellular Genetic Algorithms (Page 895)


Lewis, Andrew

Poster Abstract: A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions (Page 1439)


Lewis, Peter R.

MetaDeeP'15 Workshop: Two-B or not Two-B? Design Patterns for Hybrid Metaheuristics (Page 1269)


Lezcano, Christian

ECCSB'15 Workshop: An Experimental Analysis of the Performance of Side Chain Packing Algorithms (Page 929)


Li, Hai-Hao

Poster Abstract: Renumber Coevolutionary Multiswarm Particle Swarm Optimization for Multi-Objective Workflow Scheduling on Cloud Computing Environment (Page 1419)


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Li, Miqing

Poster Abstract: A Comparative Study Use of OTL for Many-objective Optimization (Page 1411)

Paper: A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization (Page 703)


Liang, Jason

Paper: Evolutionary Bilevel Optimization for Complex Control Tasks (Page 871)


Liang, Lv

VizGEC'15 Workshop: Using Particle Swarm Large-scale Optimization to Improve Sampling-based Image Matting (Page 957)


Liefooghe, Arnaud

Paper: Global vs Local Search on Multi-Objective NK-Landscapes: Contrasting the Impact of Problem Features (Page 369)

Paper: Injecting CMA-ES into MOEA/D (Page 783)


Lin, Ying

Poster Abstract: A Dimension-Decreasing Particle Swarm Optimization Method for Portfolio Optimization (Page 1515)


Lincoln, Stephen

Paper: Metabolic Design and Engineering Through Ant Colony Optimization (Page 225)


Linsbauer, Lukas

Paper: Extracting Variability-Safe Feature Models from Source Code Dependencies in System Variants (Page 1303)

Genetic Improvement 2015 Workshop: Genetic Improvement for Software Product Lines: An Overview and a Roadmap (Page 823)


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Lipinski, Piotr

Poster Abstract: Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics (Page 1389)


Lipson, Hod

Paper: Evolving Soft Robots in Tight Spaces (Page 935)


Liskowski, Paweł

SMGP'15 Workshop: Comparison of Semantic-aware Selection Methods in Genetic Programming (Page 1301)

Paper: High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: A Case Study in SZ-Tetris (Page 567)


Lissovoi, Andrei

Paper: On the Utility of Island Models in Dynamic Optimization (Page 1447)


Liu, Jialin

Poster Abstract: Variance Reduction in Population-Based Optimization: Application to Unit Commitment (Page 1377)


Liu, Jing

Poster Abstract: A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm (Page 1407)


Liu, Xiao-Fang

Paper: Dichotomy Guided Based Parameter Adaptation for Differential Evolution (Page 289)


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Liu, Xiaohui

Paper: A Performance Comparison Indicator for Pareto Front Approximations in Many-Objective Optimization (Page 703)


Liu, Yu

Paper: An Ant Colony Optimizing Algorithm Based on Scheduling Preference for Maximizing Working Time of Wireless Sensor Networks (Page 41)


Livingston, Ken

Paper: Evolving Robot Morphology Facilitates the Evolution of Neural Modularity and Evolvability (Page 129)


Livingston, Nicholas

Paper: Evolving Robot Morphology Facilitates the Evolution of Neural Modularity and Evolvability (Page 129)


Lobato, Fabio M. F.

IWERML'15 Workshop: An Evolutionary Missing Data Imputation Method for Pattern Classification (Page 1013)


Lobo, Fernando G.

Late-Breaking Abstract: Parameter-less Evolutionary Portfolio: First Experiments (Page 773)

Poster Abstract: When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization (Page 1421)


Locatelli, Marco

GECCO'15 Student Workshop: A Computational Comparison of Memetic Differential Evolution Approaches (Page 1181)


Long, Daniel

Paper: Multiple Objective Vector-Based Genetic Programming Using Human-Derived Primitives (Page 1127)


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Long, John

Paper: Evolving Robot Morphology Facilitates the Evolution of Neural Modularity and Evolvability (Page 129)


Lopez-Garcia, Pedro

Late-Breaking Abstract: Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functions (Page 763)

Poster Abstract: Energy Efficient Allocation and Scheduling for DVFS-Enabled Multicore Environments Using a Multiobjective Evolutionary Algorithm (Page 1353)


Lopez-Herrejon, Roberto E.

Paper: Extracting Variability-Safe Feature Models from Source Code Dependencies in System Variants (Page 1303)

Genetic Improvement 2015 Workshop: Genetic Improvement for Software Product Lines: An Overview and a Roadmap (Page 823)


López-Ibáńez, Manuel

Tutorial: Automatic (Offline) Configuration of Algorithms (Page 681)

ECADA'15 Workshop: ECADA'15 Chairs' Welcome (Page 1041)


Lovell, Simon C.

ECCSB'15 Workshop: Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta (Page 935)


Lozano, Jose A.

Paper: Kernels of Mallows Models for Solving Permutation-Based Problems (Page 505)

Poster Abstract: Multi-Objective NM-Landscapes (Page 1477)


Lu, Ke

Paper: Finding the Trade-off Between Robustness and Worst-case Quality (Page 623)


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Lucas, Simon

Paper: Open Loop Search for General Video Game Playing (Page 337)


Lückehe, Daniel

Paper: On Evolutionary Approaches to Wind Turbine Placement with Geo-Constraints (Page 1223)


Luiz, Thiago A.

Paper: A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users (Page 879)


Luong, Ngoc Hoang

Paper: Exploiting Linkage Information and Problem-Specific Knowledge in Evolutionary Distribution Network Expansion Planning (Page 1231)


Lutton, Evelyne

Poster Abstract: Is Global Sensitivity Analysis Useful to Evolutionary Computation? (Page 1365)