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GECCO'14 Proceedings Table of Contents Welcome A
Word from the Chair of SIGEVO |
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| (Return to Top) | Track: Ant Colony Optimization and Swarm Intelligence An
Improved Multi-Start Particle Swarm-Based Algorithm for Protein Structure
Comparison (Page
1) SPSO
2011 - Analysis of Stability; Local Convergence, and Rotation Sensitivity (Page
9) Identifying
and Exploiting the Scale of a Search Space in Particle Swarm Optimization (Page
17) Stepsize
Control on the Modified Bacterial Foraging Algorithm for Constrained
Numerical Optimization (Page
25) A
Tribal Ecosystem Inspired Algorithm (TEA) for Global Optimization (Page
33) Energy
Aware Virtual Machine Placement Scheduling in Cloud Computing Based
on Ant Colony Optimization Approach (Page
41) | ||||||||
| (Return to Top) | Consensus
Costs and Conflict in a Collective Movement (Page
49) Ant
Colony Optimization with Group Learning (Page
57) Anticipatory
Stigmergic Collision Avoidance under Noise (Page
65) Differential
Evolution Using Mutation Strategy with Adaptive Greediness Degree Control (Page
73) Constrained
Multi-Objective Aerodynamic Shape Optimization via Swarm Intelligence (Page
81) Automatic
Path Planning for Autonomous Underwater Vehicles Based on an Adaptive
Differential Evolution (Page
89) | ||||||||
| (Return to Top) | Track: Artificial Immune Systems A
Two-Leveled Hybrid Dendritic Cell Algorithm Under Imprecise Reasoning (Page
97) Clonal
Selection Based Fuzzy C-Means Algorithm for Clustering (Page
105) On
the Runtime Analysis of Stochastic Ageing Mechanisms (Page
113) An
Improved Immune Inspired Hyper-Heuristic for Combinatorial Optimisation
Problems (Page
121) A
Generic Finite Automata Based Approach to Implementing Lymphocyte Repertoire
Models (Page 129) | ||||||||
| (Return to Top) | Track: Artificial Life, Robotics, and Evolvable Hardware Adapting
to a Changing Environment Using Winner and Loser Effects (Page
137) Evolution
of Biologically Plausible Neural Networks Performing a Visually Guided
Reaching Task (Page
145) Evolution
of Honest Signaling by Social Punishment (Page
153) Automated
Generation of Environments to Test the General Learning Capabilities
of AI Agents (Page
161) Evolution
of Communication and Cooperation (Page
169) The
Evolution of Kin Inclusivity Levels (Page
177) | ||||||||
| (Return to Top) | Overcoming
Deception in Evolution of Cognitive Behaviors (Page
185) Encouraging
Creative Thinking in Robots Improves Their Ability to Solve Challenging
Problems (Page
193) Coevolutionary
Learning of Swarm Behaviors without Metrics (Page
201) Evolving
Joint-Level Control with Digital Muscles (Page
209) Directional
Communication in Evolved Multiagent Teams (Page
217) Generational
Neuro-Evolution: Restart and Retry for Improvement (Page
225) A
Novel Human-Computer Collaboration: Combining Novelty Search with Interactive
Evolution (Page
233) Wolfpack-Inspired
Evolutionary Algorithm and a Reaction-Diffusion-Based Controller are
Used for Pattern Formation (Page
241) | ||||||||
| (Return to Top) | Track: Biological and Biomedical Applications Multiple
Feature Construction for Effective Biomarker Identification and Classification
Using Genetic Programming (Page
249) Enhancing
Genetic Algorithm-Based Genome-Scale Metabolic Network Curation Efficiency (Page
257) GA-Based
Selection of Vaginal Microbiome Features Associated with Bacterial Vaginosis (Page
265) Predicting
Patterns of Gene Expression During Drosophila Embryogenesis (Page
269) Multiple
Graph Edit Distance - Simultaneous Topological Alignment of Multiple
Protein-Protein Interaction Networks with an Evolutionary Algorithm (Page
277) | ||||||||
| (Return to Top) | Track: Digital Entertainment Technologies and Arts Virtual
Photography Using Multi-Objective Particle Swarm Optimization (Page
285) Monte
Mario: Platforming with MCTS (Page
293) Semantic
Aware Methods for Evolutionary Art (Page
301) Automatic
Design of Sound Synthesizers as Pure Data Patches Using Coevolutionary
Mixed-Typed Cartesian Genetic Programming (Page
309) EVOR:
An Online Evolutionary Algorithm for Car Racing Games (Page
317) Evolving
Multimodal Behavior with Modular Neural Networks in Ms. Pac-Man (Page
325) | ||||||||
| (Return to Top) | Track: Estimation of Distribution Algorithms Minimal
Walsh Structure and Ordinal Linkage of Monotonicity-Invariant Function
Classes on Bit Strings (Page
333) Solving
Building Block Problems Using Generative Grammar (Page
341) Estimation
of Distribution Algorithm Using Factor Graph and Markov Blanket Canonical
Factorization (Page
349) Multi-Objective
Gene-Pool Optimal Mixing Evolutionary Algorithms (Page
357) Multimodality
and the Linkage-Learning Difficulty of Additively Separable Functions (Page
365) | ||||||||
| (Return to Top) | Track: Evolution Strategies and Evolutionary Programming Comparison-based
Natural Gradient Optimization in High Dimension (Page
373) Halfspace
Sampling in Evolution Strategies (Page
381) Handling
Sharp Ridges with Local Supremum Transformations (Page
389) A
Computationally Efficient Limited Memory CMA-ES for Large Scale Optimization (Page
397) | ||||||||
| (Return to Top) | Track: Evolutionary Combinatorial Optimization and Metaheuristics Evolutionary
Algorithms for Overlapping Correlation Clustering (Page
405) On
the Efficiency of Worst Improvement for Climbing NK-Landscapes (Page
413) Socially
Inspired Algorithms for the Traveling Thief Problem (Page
421) NSGA-II
with Iterated Greedy for a Bi-Objective Three-Stage Assembly Flowshop
Scheduling Problem (Page
429) Efficient
Identification of Improving Moves in a Ball for Pseudo-Boolean Problems (Page
437) A
Hybrid Incremental Genetic Algorithm for Subgraph Isomorphism Problem (Page
445) | ||||||||
| (Return to Top) | Data-Driven
Local Optima Network Characterization of QAPLIB Instances (Page
453) A
Heuristic Approach to Schedule Reoptimization in the Context of Interactive
Optimization (Page
461) Static
vs. Dynamic Populations in Genetic Algorithms for Coloring a Dynamic
Graph (Page 469) A
Comprehensive Benchmark Set and Heuristics for the Traveling Thief Problem (Page
477) Performance
of Metropolis Algorithm for the Minimum Weight Code Word Problem (Page
485) Asymmetric
Quadratic Landscape Approximation Model (Page
493) Generalized
Asymmetric Partition Crossover (GAPX) for the Asymmetric TSP (Page
501) Revised
Analysis of the (1+1) EA for the Minimum Spanning Tree Problem (Page
509) | ||||||||
| (Return to Top) | Track: Evolutionary Machine Learning Simultaneous
Generation of Prototypes and Features Through Genetic Programming (Page
517) Salient
Object Detection Using Learning Classifier Systems that Compute Action
Mappings (Page
525) SAX-EFG:
An Evolutionary Feature Generation Framework for Time Series Classification (Page
533) Evolving
Deep Unsupervised Convolutional Networks for Vision-based Reinforcement
Learning (Page
541) | ||||||||
| (Return to Top) | Three-Cornered
Coevolution Learning Classifier Systems for Classification Tasks (Page
549) Complete
Action Map or Best Action Map in Accuracy-based Reinforcement Learning
Classifier Systems (Page
557) A
Modified XCS Classifier System for Sequence Labeling (Page
565) A
Memetic Algorithm to Select Training Data for Support Vector Machines (Page
573) | ||||||||
| (Return to Top) | Track: Evolutionary Multiobjective Optimization Steady
State IBEA Assisted by MLP Neural Networks for Expensive Multi-Objective
Optimization Problems (Page
581) Two-Dimensional
Subset Selection for Hypervolume and Epsilon-Indicator (Page
589) Improving
Many-Objective Optimization Performance by Sequencing Evolutionary Algorithms (Page
597) Efficiently
Identifying Pareto Solutions When Objective Values Change (Page
605) The
Parameter Optimization of Kalman Filter Based on Multi-Objective Memetic
Algorithm (Page
613) A
Framework for the Study of Preference Incorporation in Multiobjective
Evolutionary Algorithms (Page
621) | ||||||||
| (Return to Top) | Controlling
Selection Area of Useful Infeasible Solutions and Their Archive for
Directed Mating in Evolutionary Constrained Multiobjective Optimization (Page
629) Hypervolume-based
Local Search in Multi-Objective Evolutionary Optimization (Page
637) Inverted
PBL in MOEA/D and its Impact on the Search Performance on Multi and
Many-Objective Optimization (Page
645) Hybridization
of Electromagnetism with Multi-Objective Evolutionary Algorithms for
RCPSP (Page 653) An
Improved NSGA-III Procedure for Evolutionary Many-Objective Optimization (Page
661) Evolutionary
Many-Objective Optimization Using Ensemble Fitness Ranking (Page
669) | ||||||||
| (Return to Top) | Track: Generative and Developmental Systems There
and Back Again: Gene-Processing Hardware for the Evolution and Robotic
Deployment of Robust Navigation Strategies (Page
689) Evolving
Neural Networks that are Both Modular and Regular: HyperNeat Plus the
Connection Cost Technique (Page
697) Trading
Control Intelligence for Physical Intelligence: Muscle Drives in Evolved
Virtual Creatures (Page
705) | ||||||||
| (Return to Top) | Guided
Self-Organization in Indirectly Encoded and Evolving Topographic Maps (Page
713) Some
Distance Measures for Morphological Diversification in Generative Evolutionary
Robotics (Page
721) Growth
in Co-Evolution of Sensory System and Signal Processing for Optimal
Wing Control (Page
729) Novelty
Search Creates Robots with General Skills for Exploration (Page
737) A
Continuous Developmental Model for Wind Farm Layout Optimization (Page
745) | ||||||||
| (Return to Top) |
Monotonic
Functions in EC: Anything but Monotone! (Page
753) Adaptive-Surrogate
Based on a Neuro-Fuzzy Network and Granular Computing (Page
761) Unbiased
Black-Box Complexities of Jump Functions – How to Cross Large Plateaus (Page
769) Runtime
Analysis for Maximizing Population Diversity in Single-Objective Optimization (Page
777) Parameter-less
Population Pyramid (Page
785) | ||||||||
| (Return to Top) | Genetic
Algorithm for Sampling from Scale-Free Data and Networks (Page
793) Stochastic
Tunneling Transformation During Selection in Genetic Algorithm (Page
801) A
Fixed Budget Analysis of Randomized Search Heuristics for the Traveling
Salesperson Problem (Page
807) From
Fitness Landscape to Crossover Operator Choice (Page
815) Evolving
QWOP Gaits (Page
823) Search
for Maximal Snake-in-the-Box Using New Genetic Algorithm (Page
831) | ||||||||
| (Return to Top) | Feedback
Control for Multi-Modal Optimization Using Genetic Algorithms (Page
839) A
Bilevel Optimization Approach to Automated Parameter Tuning (Page
847) Learning
the Structure of Large-Scale Bayesian Networks Using Genetic Algorithm (Page
855) Among-Site
Rate Variation: Adaptation of Genetic Algorithm Mutation Rates at Each
Single Site (Page
863) Efficient
Global Optimization for Combinatorial Problems (Page
871) | ||||||||
| (Return to Top) |
Multiple
Regression Genetic Programming (Page
879) GPU-Parallel
SubTree Interpreter for Genetic Programming (Page
887) Kaizen
Programming (Page
895) On
Size, Complexity and Generalisation Error in GP (Page
903) Asynchronously
Evolving Solutions with Excessively Different Evaluation Time by Reference-based
Evaluation (Page
911) Word
Count as a Traditional Programming Benchmark Problem for Genetic Programming (Page
919) | ||||||||
| (Return to Top) | Evolving
"Less-myopic" Scheduling Rules for Dynamic Job Shop Scheduling with
Genetic Programming (Page
927) Behavioral
Programming: A Broader and More Detailed Take on Semantic GP (Page
935) Utilization
of Reductions and Abstraction Elimination in Typed Genetic Programming (Page
943) Improving
3D Medical Image Registration CUDA Software with Genetic Programming (Page
951) Grammar-Based
Genetic Programming with Dependence Learning and Bayesian Network Classifier (Page
959) | ||||||||
| (Return to Top) | Track: Integrative Genetic and Evolutionary Computation Neuro-Evolutionary
Topology Optimization of Structures by Utilizing Local State Features (Page
967) Evolutionary
Algorithms and Artificial Immune Systems on a Bi-Stable Dynamic Optimisation
Problem (Page 975) Derivative
Free Optimization Using a Population-based Stochastic Gradient Estimator (Page
983) A
Novel Population-Based Multi-Objective CMA-ES and the Impact of Different
Constraint Handling Techniques (Page
991) Use
of Explicit Memory in the Dynamic Traveling Salesman Problem (Page
999) | ||||||||
| (Return to Top) | Track: Parallel Evolutionary Systems Solving
GA-Hard Problems with EMMRS and GPGPUs (Page
1007) Towards
Highly Optimized Cartesian Genetic Programming: From Sequential via
SIMD and Thread to Massive Parallel Implementation (Page
1015) GPU-Accelerated
Evolutionary Design of the Complete Exchange Communication on Wormhole
Networks (Page
1023) MapReduce-Based
Optimization of Overlay Networks Using Particle Swarm Optimization (Page
1031) Enhancing
Parallel Cooperative Trajectory Based Metaheuristics with Path Relinking (Page
1039) Design
and Analysis of Adaptive Migration Intervals in Parallel Evolutionary
Algorithms (Page
1047) An
Implicitly Parallel EDA Based on Restricted Boltzmann Machines (Page
1055) | ||||||||
| (Return to Top) | Track: Real World Applications Playing
Regex Golf with Genetic Programming (Page
1063) The
Tradeoffs Between Data Delivery Ratio and Energy Costs in Wireless Sensor
Networks: A Multi-Objective Evolutionary Framework for Protocol Analysis (Page
1071) Automated
Vibrational Design and Natural Frequency Tuning of Multi-Material Structures (Page
1079) Hierarchical
Simulation for Complex Domains: Air Traffic Flow Management (Page
1087) Using
an Adaptive Invasion-Based Model for Fast Range Image Registration (Page
1095) | ||||||||
| (Return to Top) | Recognizing
Planar Kinematic Mechanisms from a Single Image Using Evolutionary Computation (Page
1103) Passive
Solar Building Design Using Genetic Programming (Page
1111) Quantum
Inspired Genetic Algorithm for Community Structure Detection in Social
Networks (Page
1119) Evolved
Spacecraft Trajectories for Low Earth Orbit (Page
1127) Dynamic
Multi-Dimensional PSO with Indirect Encoding for Proportional Fair Constrained
Resource Allocation (Page
1135) | ||||||||
| (Return to Top) | Genetic
Algorithms and Deep Learning for Automatic Painter Classification (Page
1143) Lithology
Discrimination Using Seismic Elastic Attributes: A Genetic Fuzzy Classifier
Approach (Page
1151) Evolutionary
Parameter Estimation for a Theory of Planned Behaviour Microsimulation
of Alcohol Consumption Dynamics in an English Birth Cohort 2003 to 2010 (Page
1159) Evolutionary
Algorithms for Classification of Malware Families through Different
Network Behaviors (Page
1167) | ||||||||
| (Return to Top) | Multi-Objective
Routing Optimisation for Battery-Powered Wireless Sensor Mesh Networks (Page
1175) Applying
GA with Local Search by Taking Hamming Distances into Consideration
to Credit Erasure Processing Problems (Page
1183) Genetic
Algorithm-Based Solver for Very Large Multiple Jigsaw Puzzles of Unknown
Dimensions and Piece Orientation (Page
1191) On
Homogenization of Coal in Longitudinal Blending Beds (Page
1199) | ||||||||
| (Return to Top) | Eco-Friendly
Reduction of Travel Times in European Smart Cities (Page
1207) Evolutionary
Agent-Based Simulation of the Introduction of New Technologies in Air
Traffic Management (Page
1215) Tuning
Multi-Objective Optimization Algorithms for Cyclone Dust Separators (Page
1223) | ||||||||
| (Return to Top) | Track: Search Based Software Engineering Improved
Heuristics for Solving OCL Constraints Using Search Algorithms (Page
1231) Surrogate-Assisted
Optimisation of Composite Applications in Mobile Ad HOC Networks (Page
1239) Robust
Next Release Problem: Handling Uncertainty During Optimization (Page
1247) A
Parallel Evolutionary Algorithm for Prioritized Pairwise Testing of
Software Product Lines (Page
1255) | ||||||||
| (Return to Top) | High
Dimensional Search-Based Software Engineering: Finding Tradeoffs Among
15 Objectives for Automating Software Refactoring Using NSGA-III (Page
1263) Comparing
Search Techniques for Finding Subtle Higher Order Mutants (Page
1271) Generating
Structured Test Data with Specific Properties Using Nested Monte-Carlo
Search (Page 1279) On
the Performance of Multiple Objective Evolutionary Algorithms for Software
Architecture Discovery (Page
1287) Applying
Search Algorithms for Optimizing Stakeholders Familiarity and Balancing
Workload in Requirements Assignment (Page
1295) | ||||||||
| (Return to Top) |
Fair-Share
ILS: A Simple State-of-the-Art Iterated Local Search Hyperheuristic. (Page
1303) A
Grammatical Evolution Based Hyper-Heuristic for the Automatic Design
of Split Criteria (Page
1311) Generic
Parameter Control with Reinforcement Learning (Page
1319) Evolvability
Metrics in Adaptive Operator Selection (Page
1327) On
the Pathological Behavior of Adaptive Differential Evolution on Hybrid
Objective Functions (Page
1335) Analysis
of Evolutionary Algorithms Using Multi-Objective Parameter Tuning (Page
1343) Online
Model Racing Based on Extreme Performance (Page
1351) | ||||||||
| (Return to Top) |
Evolution
under Partial Information (Page
1359) Refined
Upper Bounds on the Expected Runtime of Non-Elitist Populations from
fitness-Levels (Page
1367) The
Impact of Random Initialization on the Runtime of Randomized Search
Heuristics (Page
1375) Robustness
of Populations in Stochastic Environments (Page
1383) Concentration
of First Hitting Times under Additive Drift (Page
1391) | ||||||||
| (Return to Top) | MMAS
vs. Population-based EA on a Family of Dynamic Fitness Functions (Page
1399) Model-Optimal
Optimization by Solving Bellman Equations (Page
1407) A
Theoretical Analysis of Volume Based Pareto front Approximations (Page
1415) Gaussian
Mixture Model of Evolutionary Algorithms (Page
1423) Superpolynomial
Lower Bounds for the (1+1) EA on Some Easy Combinatorial Problems (Page
1431) Runtime
Analysis to Compare Best-Improvement and First-Improvement in Memetic
Algorithms (Page
1439) | ||||||||
