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GECCO'14 Proceedings

 

GECCO'14 Companion

Author Index (A-C)

 

Author Index (D-G)

 

Author Index (H-L)

 

Author Index (M-O)

 

Author Index (P-T)

 

Author Index (U-Z)

Compilation Author Index

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


Ma, Xiaoliang

Poster: MOEA/D with a Delaunay Triangulation Based Weight Adjustment  (Page 93)


Machado, Penousal

Paper: Semantic Aware Methods for Evolutionary Art  (Page 301)


Macret, Matthieu

Paper: Automatic Design of Sound Synthesizers as Pure Data Patches Using Coevolutionary Mixed-Typed Cartesian Genetic Programming  (Page 309)


Maehara, Takeru

Poster: Semi-Fragile Watermark Design for Detecting Illegal Two-Dimensional Barcodes by Evolutionary Multi-Objective Optimization  (Page 175)


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Maisto, Domenico

Paper: Using an Adaptive Invasion-Based Model for Fast Range Image Registration  (Page 1095)


Malagò, Luigi

Tutorial: Information Geometry in Evolutionary Computation  (Page 709)


Malek, Maximilian

Paper: Multiple Graph Edit Distance - Simultaneous Topological Alignment of Multiple Protein-Protein Interaction Networks with an Evolutionary Algorithm  (Page 277)


Malo, Pekka

Paper: A Bilevel Optimization Approach to Automated Parameter Tuning  (Page 847)


Mambrini, Andrea

Paper: Design and Analysis of Adaptive Migration Intervals in Parallel Evolutionary Algorithms  (Page 1047)

Poster: A Comparison Between Geometric Semantic GP and Cartesian GP for Boolean Functions Learning  (Page 143)


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Manderick, Bernard

Paper: Evolution of Honest Signaling by Social Punishment  (Page 153)


Manukyan, Narine

Poster: NM Landscapes: Beyond NK  (Page 203)


Manzoni, Luca

Poster: A Comparison Between Geometric Semantic GP and Cartesian GP for Boolean Functions Learning  (Page 143)


Maqueda, Esther

Workshop: Clarke and Parkes Error Grid Analysis of Diabetic Glucose Models Obtained with Evolutionary Computation  (Page 1305)


Maravilha, André L.

Poster: Combinatorial Optimization with Differential Evolution: A Set-Based Approach  (Page 69)


Mariani, Viviana Cocco

Late-Breaking Abstract: A Modified Gravitational Search Algorithm for Continuous Optimization  (Page 1453)

Late-Breaking Abstract: Bat-Inspired Optimization Approach Applied to Jiles-Atherton Hysteresis Parameters Tuning  (Page 1455)


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Marmion, Marie-Éléonore

Workshop: A Template for Designing Single-Solution Hybrid Metaheuristics  (Page 1423)


Marshall, Richard J.

Poster: Hyper-Heuristics, Grammatical Evolution and the Capacitated Vehicle Routing Problem  (Page 71)


Martin, Matthew A.

Workshop: A Problem Configuration Study of the Robustness of A Black-Box Search Algorithm Hyper-Heuristic  (Page 1389)

Poster: Multi-Sample Evolution of Robust Black-Box Search Algorithms  (Page 195)


Martin, Simon P.

Workshop: Benchmarks That Matter for Genetic Programming  (Page 1397)

Workshop: The 'Composite' Design Pattern in Metaheuristics  (Page 1439)


Martins, Jean

Paper: Multimodality and the Linkage-Learning Difficulty of Additively Separable Functions  (Page 365)

Poster: On the Effectiveness of Genetic Algorithms for the Multidimensional Knapsack Problem  (Page 73)


Marzukhi, Syahaneim

Paper: Three-Cornered Coevolution Learning Classifier Systems for Classification Tasks  (Page 549)


Mascia, Franco

Workshop: A Template for Designing Single-Solution Hybrid Metaheuristics  (Page 1423)


Masuda, Hiroyuki

Poster: Meta-Level Multi-Objective Formulations of Set Optimization for Multi-Objective Optimization Problems: Multi-Reference Point Approach to Hypervolume Maximization  (Page 89)


Matsumaru, Taro

Workshop: A Case Based Approach for an Intelligent Route Optimization Technology  (Page 1069)


Matsumoto, Keinosuke

Poster: A Novel Genetic Algorithm Based on the Life Cycle of Dictyostelium  (Page 113)

Poster: Novel Virtual Fitness Evaluation Framework for Fitness Landscape Learning Evolutionary Computation  (Page 107)


Matsumura, Kaname

Poster: Novel Virtual Fitness Evaluation Framework for Fitness Landscape Learning Evolutionary Computation  (Page 107)


Maucher, Markus

Paper: Ant Colony Optimization with Group Learning  (Page 57)


Mayer, Benjamin E.

Paper: Stochastic Tunneling Transformation During Selection in Genetic Algorithm  (Page 801)


McBurney, Peter

Paper: Surrogate-Assisted Optimisation of Composite Applications in Mobile Ad HOC Networks  (Page 1239)


McCall, John A. W.

Paper: Minimal Walsh Structure and Ordinal Linkage of Monotonicity-Invariant Function Classes on Bit Strings  (Page 333)


McCausland, Jamieson

Workshop: On the Role of Multi-Objective Optimization in Risk Mitigation for Critical Infrastructures with Robotic Sensor Networks  (Page 1269)


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McIntyre, Andrew R.

Workshop: On the Application of GP to Streaming Data Classification Tasks with Label Budgets  (Page 1287)


McKinley, Philip K.

Paper: Evolving Joint-Level Control with Digital Muscles  (Page 209)


Medernach, David

Poster: Efficient Interleaved Sampling of Training Data in Genetic Programming  (Page 127)


Medland, Michael Richard

Poster: Incorporating Expert Knowledge in Object-Oriented Genetic Programming  (Page 145)


Medvet, Eric

Paper: Playing Regex Golf with Genetic Programming  (Page 1063)


Mehrotra, Kishan G.

Poster: Ancestral Networks in Evolutionary Algorithms  (Page 115)

Workshop: Rule Networks in Learning Classifier Systems  (Page 977)


Meignan, David

Paper: A Heuristic Approach to Schedule Reoptimization in the Context of Interactive Optimization  (Page 461)


Mengshoel, Ole J.

Paper: Feedback Control for Multi-Modal Optimization Using Genetic Algorithms  (Page 839)

Poster: Darwin: A Ground Truth Agnostic CAPTCHA Generator Using Evolutionary Algorithm  (Page 165)


Merelo, Juan Julián

Poster: A Methodology for Designing Emergent Literary Backstories on Non-Player Characters Using Genetic Algorithms  (Page 49)

Workshop: Enforcing Corporate Security Policies via Computational Intelligence Techniques  (Page 1245)

Poster: Assessing Different Architectures for Evolutionary Algorithms in JavaScript  (Page 119)

Workshop: NodEo, a Multi-Paradigm Distributed Evolutionary Algorithm Platform in JavaScript  (Page 1155)


Meseguer Llopis, Joan

Workshop: Reinforcement Learning Based Energy Efficient LTE RAN  (Page 1197)


Mezura-Montes, Efrén

Paper: Stepsize Control on the Modified Bacterial Foraging Algorithm for Constrained Numerical Optimization  (Page 25)


Michalewicz, Zbigniew

Paper: A Comprehensive Benchmark Set and Heuristics for the Traveling Thief Problem  (Page 477)

Paper: EVOR : An Online Evolutionary Algorithm for Car Racing Games  (Page 317)

Paper: Socially Inspired Algorithms for the Traveling Thief Problem  (Page 421)

Paper: SPSO 2011 - Analysis of Stability; Local Convergence, and Rotation Sensitivity  (Page 9)


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Miikkulainen, Risto

Paper: Evolving Multimodal Behavior with Modular Neural Networks in Ms. Pac-Man  (Page 325)

Paper: Overcoming Deception in Evolution of Cognitive Behaviors  (Page 185)

Paper: Trading Control Intelligence for Physical Intelligence: Muscle Drives in Evolved Virtual Creatures  (Page 705)

Tutorial: Evolving Neural Networks  (Page 487)

Poster: General Intelligence through Prolonged Evolution of Densely Connected Neural Networks  (Page 35)


Miller, Tim

Paper: Anticipatory Stigmergic Collision Avoidance under Noise  (Page 65)


Mısir, Mustafa

Poster: Building Algorithm Portfolios for Memetic Algorithms  (Page 197)


Miyakawa, Minami

Paper: Controlling Selection Area of Useful Infeasible Solutions and Their Archive for Directed Mating in Evolutionary Constrained Multiobjective Optimization  (Page 629)


Miyazawa, Flávio K.

Paper: Evolutionary Algorithms for Overlapping Correlation Clustering  (Page 405)


Mkaouer, Wiem

Paper: High Dimensional Search-Based Software Engineering: Finding Tradeoffs Among 15 Objectives for Automating Software Refactoring Using NSGA-III  (Page 1263)

Poster: Software Refactoring Under Uncertainty: A Robust Multi-Objective Approach  (Page 187)


Modat, Marc

Paper: Improving 3D Medical Image Registration CUDA Software with Genetic Programming  (Page 951)


Mohan, Chilukuri K.

Poster: Ancestral Networks in Evolutionary Algorithms  (Page 115)

Workshop: Rule Networks in Learning Classifier Systems  (Page 977)


Mohanty, Soumya D.

Poster: Detection and Estimation of Unmodeled Narrowband Nonstationary Signals: Application of Particle Swarm Optimization in Gravitational Wave Data Analysis  (Page 173)


Moldoveanu, Florica

Paper: A Framework for the Study of Preference Incorporation in Multiobjective Evolutionary Algorithms  (Page 621)


Mollinetti, Marco Antônio Florenzano

Late-Breaking Abstract: ABC+ES: A Novel Hybrid Artificial Bee Colony Algorithm with Evolution Strategies  (Page 1463)


Monical, Cara

Paper: Static vs. Dynamic Populations in Genetic Algorithms for Coloring a Dynamic Graph  (Page 469)


Monson, Christopher K.

Poster: Under-Informed Momentum in PSO  (Page 13)


Montes-y-Gomez, Manuel

Late-Breaking Abstract: Towards the Automated Generation of Term-Weighting Schemes for Text Categorization  (Page 1459)


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Montgomery, James

Late-Breaking Abstract: Some Measurements on the Effects of the Curse of Dimensionality  (Page 1447)


Moon, Byung-Ro

Paper: A Hybrid Incremental Genetic Algorithm for Subgraph Isomorphism Problem  (Page 445)

Late-Breaking Abstract: A Genetic Algorithm for Linear Ordering Problem Using an Approximate Fitness Evaluation  (Page 1461)


Moore, Frank W.

Late-Breaking Abstract: Evolved Transforms for Improved Reconstruction of Lossy-Compressed NASA Images  (Page 1465)

Workshop: SecDef 2014 Workshop Chairs' Welcome  (Page 1243)


Moore, Jared M.

Paper: Evolving Joint-Level Control with Digital Muscles  (Page 209)


Mora, Antonio Miguel

Poster: A Methodology for Designing Emergent Literary Backstories on Non-Player Characters Using Genetic Algorithms  (Page 49)


Mora, Antonio

Poster: Assessing Different Architectures for Evolutionary Algorithms in JavaScript  (Page 119)

Workshop: Enforcing Corporate Security Policies via Computational Intelligence Techniques  (Page 1245)

Workshop: NodEo, a Multi-Paradigm Distributed Evolutionary Algorithm Platform in JavaScript  (Page 1155)


Moradi Kordmahalleh, Mina

Poster: Time-Series Forecasting with Evolvable Partially Connected Artificial Neural Network  (Page 79)


Morales, Alicia

Late-Breaking Abstract: Towards the Automated Generation of Term-Weighting Schemes for Text Categorization  (Page 1459)


Morales, Eduardo

Paper: Simultaneous Generation of Prototypes and Features Through Genetic Programming  (Page 517)

Late-Breaking Abstract: Towards the Automated Generation of Term-Weighting Schemes for Text Categorization  (Page 1459)


Morales-Reyes, Alicia

Paper: Simultaneous Generation of Prototypes and Features Through Genetic Programming  (Page 517)


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Mori, Naoki

Poster: A Novel Genetic Algorithm Based on the Life Cycle of Dictyostelium  (Page 113)

Poster: Novel Virtual Fitness Evaluation Framework for Fitness Landscape Learning Evolutionary Computation  (Page 107)


Motomura, Takaaki

Workshop: A Case Based Approach for an Intelligent Route Optimization Technology  (Page 1069)


Mouret, Jean-Baptiste

Paper: Evolving Neural Networks That Are Both Modular and Regular: HyperNeat Plus the Connection Cost Technique  (Page 697)


Moyo, Daniel

Paper: Evolutionary Parameter Estimation for a Theory of Planned Behaviour Microsimulation of Alcohol Consumption Dynamics in an English Birth Cohort 2003 to 2010  (Page 1159)


Murata, Junichi

Poster: Novelty-Organizing Classifiers Applied to Classification and Reinforcement Learning: Towards Flexible Algorithms  (Page 81)


Muthukrishna, Michael

Poster: Nu-Life: Spontaneous Dynamic Hierarchical Organization in a non-Uniform "Life-like" Cellular Automata  (Page 99)


Najimi, Negar

Poster: Complexity of Model Learning in EDAs: Multi-Structure Problems  (Page 55)


Nakai, Kentaro

Poster: Semi-Fragile Watermark Design for Detecting Illegal Two-Dimensional Barcodes by Evolutionary Multi-Objective Optimization  (Page 175)


Nakata, Masaya

Paper: A Modified XCS Classifier System for Sequence Labeling  (Page 565)

Paper: Complete Action Map or Best Action Map in Accuracy-based Reinforcement Learning Classifier Systems  (Page 557)


Nalepa, Jakub

Paper: A Memetic Algorithm to Select Training Data for Support Vector Machines  (Page 573)

Late-Breaking Abstract: A Fast Genetic Algorithm for the Flexible Job Shop Scheduling Problem  (Page 1449)

Late-Breaking Abstract: Adaptive Memetic Algorithm for the Vehicle Routing Problem with Time Windows  (Page 1467)


Nallaperuma, Samadhi

Paper: A Fixed Budget Analysis of Randomized Search Heuristics for the Traveling Salesperson Problem  (Page 807)

Paper: EVOR : An Online Evolutionary Algorithm for Car Racing Games  (Page 317)


Namiki, Mitaro

Late-Breaking Abstract: First Results of Performance Comparisons on Many-Core Processors in Solving QAP with ACO: Kepler GPU versus Xeon Phi  (Page 1477)


Naqvi, Syed S.

Paper: Salient Object Detection Using Learning Classifier Systems that Compute Action Mappings  (Page 525)


Narukawa, Kaname

Poster: Evolutionary Many-Objective Optimization Using Preference on Hyperplane  (Page 91)


Naujoks, Boris

Paper: Efficient Global Optimization for Combinatorial Problems  (Page 871)

Paper: Tuning Multi-Objective Optimization Algorithms for Cyclone Dust Separators  (Page 1223)

Workshop: Student Workshop Chairs' Welcome and Organization List  (Page 1023)


Nelson, Peter C.

Paper: Among-Site Rate Variation: Adaptation of Genetic Algorithm Mutation Rates at each Single Site  (Page 863)


Neruda, Roman

Paper: Hypervolume-Based Local Search in Multi-Objective Evolutionary Optimization  (Page 637)

Paper: Utilization of Reductions and Abstraction Elimination in Typed Genetic Programming  (Page 943)


Netanyahu, Nathan S.

Paper: Genetic Algorithm-Based Solver for Very Large Multiple Jigsaw Puzzles of Unknown Dimensions and Piece Orientation  (Page 1191)

Paper: Genetic Algorithms and Deep Learning for Automatic Painter Classification  (Page 1143)


Neto, Gabriel Fiori

Late-Breaking Abstract: A Modified Gravitational Search Algorithm for Continuous Optimization  (Page 1453)


Neumann, Frank

Paper: A Comprehensive Benchmark Set and Heuristics for the Traveling Thief Problem  (Page 477)

Paper: A Fixed Budget Analysis of Randomized Search Heuristics for the Traveling Salesperson Problem  (Page 807)

Paper: EVOR : An Online Evolutionary Algorithm for Car Racing Games  (Page 317)

Paper: Runtime Analysis for Maximizing Population Diversity in Single-Objective Optimization  (Page 777)

Tutorial: Parameterized Complexity Analysis of Evolutionary Algorithms  (Page 607)


Neumann, Geoffrey

Workshop: The Executable Experimental Template Pattern for the Systematic Comparison of Metaheuristics  (Page 1427)


Ngo, Mathias

Late-Breaking Abstract: An Iterative Model Refinement Approach for MOEA Computation Time Reduction  (Page 1469)


Nguyen, Duc Thien

Poster: Reinforcement Learning for Adaptive Operator Selection in Memetic Search Applied to Quadratic Assignment Problem  (Page 193)


Nieves, Leonardo

Workshop: A Mathematical Model of a Cold Rolling Mill by Symbolic Regression alpha-beta  (Page 1347)


Nikanjam, Amin

Poster: Complexity of Model Learning in EDAs: Multi-Structure Problems  (Page 55)


Nitschke, Geoff Stuart

Paper: Generational Neuro-Evolution: Restart and Retry for Improvement  (Page 225)

Workshop: Flood Evolution: Changing the Evolutionary Substrate from a Path of Stepping Stones to a Field of Rocks  (Page 1061)

Poster: Lifetimes of Migration  (Page 25)


Nojima, Yusuke

Poster: Meta-Level Multi-Objective Formulations of Set Optimization for Multi-Objective Optimization Problems: Multi-Reference Point Approach to Hypervolume Maximization  (Page 89)


Norman, Paul

Paper: Evolutionary Parameter Estimation for a Theory of Planned Behaviour Microsimulation of Alcohol Consumption Dynamics in an English Birth Cohort 2003 to 2010  (Page 1159)


Nowé, Ann

Paper: Fair-Share ILS: A Simple State-of-the-Art Iterated Local Search Hyperheuristic.  (Page 1303)


Ó Cinnéide, Mel

Paper: High Dimensional Search-Based Software Engineering: Finding Tradeoffs Among 15 Objectives for Automating Software Refactoring Using NSGA-III  (Page 1263)

Poster: Software Refactoring Under Uncertainty: A Robust Multi-Objective Approach  (Page 187)


Oba, Katsuya

Workshop: Balancing Performance, Resource Efficiency and Energy Efficiency for Virtual Machine Deployment in DVFS-enabled Clouds: an Evolutionary Game Theoretic Approach  (Page 1205)


Ochoa, Gabriela

Paper: Evolvability Metrics in Adaptive Operator Selection  (Page 1327)

Paper: Generalized Asymmetric Partition Crossover (GAPX) for the Asymmetric TSP  (Page 501)

Workshop: PURO 2014 Chairs' Welcome and Organization List (Page 1221)

Workshop: Women@GECCO 2014  (Page 1487)


Ofria, Charles

Paper: The Evolution of Kin Inclusivity Levels  (Page 177)

Paper: There and Back Again: Gene-Processing Hardware for the Evolution and Robotic Deployment of Robust Navigation Strategies  (Page 689)


Ogrodowski, Przemysław

Workshop: Particles Types in a Swarm: Searching for Efficiency  (Page 1057)


Oku, Yusuke

Paper: Applying GA with Local Search by Taking Hamming Distances into Consideration to Credit Erasure Processing Problems  (Page 1183)


Olhofer, Markus

Paper: Growth in Co-Evolution of Sensory System and Signal Processing for Optimal Wing Control  (Page 729)

Paper: Neuro-Evolutionary Topology Optimization of Structures by Utilizing Local State Features  (Page 967)


Oliveto, Pietro S.

Paper: On the Runtime Analysis of Stochastic Ageing Mechanisms  (Page 113)

Tutorial: Runtime Analysis of Evolutionary Algorithms: Basic Introduction  (Page 459)


Omar, Elmahdi

Paper: Comparing Search Techniques for Finding Subtle Higher Order Mutants  (Page 1271)


Ombuki-Berman, Beatrice

Poster: Incorporating Expert Knowledge in Object-Oriented Genetic Programming  (Page 145)


Omura, Shingo

Workshop: Balancing Performance, Resource Efficiency and Energy Efficiency for Virtual Machine Deployment in DVFS-enabled Clouds: an Evolutionary Game Theoretic Approach  (Page 1205)


Onieva, Enrique

Late-Breaking Abstract: A Study on the Efficiency of Neutral Crossover Operators in Genetic Algorithms Applied to the Bin Packing Problem  (Page 1471)

Late-Breaking Abstract: A Study on the Impact of Heuristic Initialization Functions in a Genetic Algorithm Solving the N-Queens Problem  (Page 1473)


Ono, Satoshi

Poster: Semi-Fragile Watermark Design for Detecting Illegal Two-Dimensional Barcodes by Evolutionary Multi-Objective Optimization  (Page 175)


O'Reilly, Una-May

Paper: A Continuous Developmental Model for Wind Farm Layout Optimization  (Page 745)

Paper: Behavioral Programming: A Broader and More Detailed Take on Semantic GP  (Page 935)

Paper: Multiple Regression Genetic Programming  (Page 879)

Workshop: 2014 Evolutionary Computation for Big Data and Big Learning Workshop Chairs' Welcome  (Page 1277)

Tutorial: Genetic Programming: A Tutorial Introduction  (Page 227)

Workshop: Women@GECCO 2014  (Page 1487)


Orkisz, Janusz

Poster: On Dedicated Evolutionary Algorithms for Large Non-Linear Constrained Optimization Problems  (Page 121)


Oros, Nicolas

Paper: Evolution of Biologically Plausible Neural Networks Performing a Visually Guided Reaching Task  (Page 145)


Osaba, Eneko

Late-Breaking Abstract: A Study on the Efficiency of Neutral Crossover Operators in Genetic Algorithms Applied to the Bin Packing Problem  (Page 1471)

Late-Breaking Abstract: A Study on the Impact of Heuristic Initialization Functions in a Genetic Algorithm Solving the N-Queens Problem  (Page 1473)


Otero, Fernando E. B.

Workshop: A Genetic Programming Problem Definition Language Code Generator for the EpochX Framework  (Page 1149)

Workshop: Working with Opencl to Speed Up A Genetic Programming Financial Forecasting Algorithm: Initial Results  (Page 1117)


Ouaddah, Ahlem

Late-Breaking Abstract: Improving Reconstructed Images Using Hybridization Between Local Search and Harmony Search Meta-heuristics  (Page 1475)


Özcan, Ender

Workshop: A Step Size Based Self-Adaptive Mutation Operator for Evolutionary Programming  (Page 1381)

Workshop: Hyperion2: A Toolkit for {Meta-, Hyper-} Heuristic Research  (Page 1133)