Parallel Problem Solving from Nature - PPSN X

Formal Theory.- On the Behaviour of the (1+1)-ES for a Simple Constrained Problem.- ?-Self-Adaptive Weighted Multirecombination Evolution Strategy with Scaled Weights on the Noisy Sphere.- Convergence Analysis of Evolution Strategies with Random Numbers of Offspring.- Multiobjectivization by Decomposition of Scalar Cost Functions.- A Blend of Markov-Chain and Drift Analysis.- On Multiplicative Noise Models for Stochastic Search.- Premature Convergence in Constrained Continuous Search Spaces.- Approximating Minimum Multicuts by Evolutionary Multi-objective Algorithms.- Simplified Drift Analysis for Proving Lower Bounds in Evolutionary Computation.- Ignoble Trails - Where Crossover Is Provably Harmful.- Lower Bounds for Evolution Strategies Using VC-Dimension.- Rigorous Runtime Analysis of Inversely Fitness Proportional Mutation Rates.- New Techniques.- Covariance Matrix Adaptation Revisited – The CMSA Evolution Strategy –.- Enhancing the Performance of Maximum–Likelihood Gaussian EDAs Using Anticipated Mean Shift.- New Approaches to Coevolutionary Worst-Case Optimization.- Bio-inspired Search and Distributed Memory Formation on Power-Law Networks.- Enhancing the Efficiency of the ECGA.- Extreme Value Based Adaptive Operator Selection.- Uncertainty Handling in Model Selection for Support Vector Machines.- Niche Radius Adaptation with Asymmetric Sharing.- Adaptive Encoding: How to Render Search Coordinate System Invariant.- Supervised and Evolutionary Learning of Echo State Networks.- Dynamic Cooperative Coevolutionary Sensor Deployment Via Localized Fitness Evaluation.- On the Run-Time Dynamics of a Peer-to-Peer Evolutionary Algorithm.- Mixed-Integer Evolution Strategies with Dynamic Niching.- A Compass to Guide Genetic Algorithms.- Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms.- A Developmental Approach to the Uncapacitated Examination Timetabling Problem.- QFCS: A Fuzzy LCS in Continuous Multi-step Environments with Continuous Vector Actions.- A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity.- Evolutionary Algorithms for Dynamic Environments: Prediction Using Linear Regression and Markov Chains.- Combination of Natural and Numerical Optimization Methods at the Example of an Internal Gas Turbine Cooling Channel.- When Does Quasi-random Work?.- Fitness Expectation Maximization.- Experimental Analysis.- Formally Testing Liveness by Means of Compression Rates.- How a Generative Encoding Fares as Problem-Regularity Decreases.- Sub-tree Swapping Crossover, Allele Diffusion and GP Convergence.- How Single Ant ACO Systems Optimize Pseudo-Boolean Functions.- Actuation Constraints and Artificial Physics Control.- Genetic Repair for Optimization under Constraints Inspired by Arabidopsis Thaliana.- Improved Multilabel Classification with Neural Networks.- Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions.- Evolution Strategies for Direct Policy Search.- Optimal Nesting of Species for Exact Cover: Many against Many.- Nonsynonymous to Synonymous Substitution Ratio k a/k s: Measurement for Rate of Evolution in Evolutionary Computation.- Examining the Effect of Elitism in Cellular Genetic Algorithms Using Two Neighborhood Structures.- The Generalisation Ability of a Selection Architecture for Genetic Programming.- Reinforcement Learning: Insights from Interesting Failures in Parameter Selection.- Evolvable Agents in Static and Dynamic Optimization Problems.- The Impact of Global Structure on Search.- Improved Lower Limits for Pheromone Trails in Ant Colony Optimization.- Evolving Neural Networks for Online Reinforcement Learning.- Costs and Benefits of Tuning Parameters of Evolutionary Algorithms.- Cooperation in Co-evolving Networks: The Prisoner’s Dilemma and Stag-Hunt Games.- Preventing Premature Convergence in a Simple EDA Via Global Step Size Setting.- A Steady-State Genetic Algorithm with Resampling for Noisy Inventory Control.- EA-Powered Basin Number Estimation by Means of Preservation and Exploration.- Coevolving Cellular Automata with Memory for Chemical Computing: Boolean Logic Gates in the BZ Reaction.- The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis.- Testing the CAX on a Real-World Problem and Other Benchmarks.- Countering Poisonous Inputs with Memetic Neuroevolution.- Parameter Control Methods for Selection Operators in Genetic Algorithms.- Evaluation and Diversity in Co-evolution.- Comparison of Adaptive Approaches for Differential Evolution.- Multiobjective Optimization.- Analyzing Hypervolume Indicator Based Algorithms.- Solving Three-Objective Optimization Problems Using a New Hybrid Cellular Genetic Algorithm.- Runtime Analyses for Using Fairness in Evolutionary Multi-Objective Optimization.- The Parallel Predator-Prey Model: A Step towards Practical Application.- Functional-Specialization Multi-Objective Real-Coded Genetic Algorithm: FS-MOGA.- Investigations into the Effect of Multiobjectivization in Protein Structure Prediction.- On the Use of Projected Gradients for Constrained Multiobjective Optimization Problems.- Diversity Maintenance Mechanism for Multi-Objective Genetic Algorithms Using Clustering and Network Inversion.- Many Objective Optimisation: Direct Objective Boundary Identification.- Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms.- Distance Based Ranking in Many-Objective Particle Swarm Optimization.- A Study of Convergence Speed in Multi-objective Metaheuristics.- Team Algorithms Based on Ant Colony Optimization – A New Multi-Objective Optimization Approach.- Multiobjective Optimization on a Limited Budget of Evaluations Using Model-Assisted -Metric Selection.- Approximating the Knee of an MOP with Stochastic Search Algorithms.- Approximate Solutions in Space Mission Design.- A Local Search Based Evolutionary Multi-objective Optimization Approach for Fast and Accurate Convergence.- A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing.- A Proposal to Hybridize Multi-Objective Evolutionary Algorithms with Non-gradient Mathematical Programming Techniques.- SPAM: Set Preference Algorithm for Multiobjective Optimization.- Hybrid Methods.- Modeling Human Expertise on a Cheese Ripening Industrial Process Using GP.- Readable and Accurate Rulesets with ORGA.- A Distributed Memetic Algorithm for the Routing and Wavelength Assignment Problem.- Theoretical Analysis of Initial Particle Swarm Behavior.- Large-Scale Optimization of Non-separable Building-Block Problems.- Particle Filter with Swarm Move for Optimization.- A Feasibility-Preserving Crossover and Mutation Operator for Constrained Combinatorial Problems.- An Iterated Local Search Approach for Finding Provably Good Solutions for Very Large TSP Instances.- Intrinsic System Model of the Genetic Algorithm with ?-Selection.- Imitation Learning in Uncertain Environments.- Using Ants’ Task Division for Better Game Engines – A Contribution to Game Accessibility for Impaired Players.- A Set-Based Particle Swarm Optimization Method.- Applications.- Nature–Inspired Synthesis of Rational Protocols.- Optimizing Real-Time Ordered-Data Broadcasts in Pervasive Environments Using Evolution Strategy.- A Multiobjective Evolutionary Algorithm for the Linear Shelf Space Allocation Problem.- A Memetic Algorithm for the Delineation of Local Labour Markets.- Evolving XSLT Stylesheets for Document Transformation.- Fast Multi-objective Scheduling of Jobs to Constrained Resources Using a Hybrid Evolutionary Algorithm.- Virus Evolution Strategy for Vehicle Routing Problems with Time Windows.- Learning Fuzzy Rules with Evolutionary Algorithms — An Analytic Approach.- Evolving Regular Expressions for GeneChip Probe Performance Prediction.- Evolutionary Market Agents for Resource Allocation in Decentralised Systems.- GA-Net: A Genetic Algorithm for Community Detection in Social Networks.- Learning Walking Patterns for Kinematically Complex Robots Using Evolution Strategies.- Driving Cars by Means of Genetic Algorithms.- AGE-P: A Platform for Open Evolution.- Adding Probabilistic Dependencies to the Search of Protein Side Chain Configurations Using EDAs.- A Scalable Formal Framework for Analyzing the Behavior of Nature-Inspired Routing Protocols.- A Grouping Genetic Algorithm Using Linear Linkage Encoding for Bin Packing.- Optimization of Feature Processing Chain in Music Classification by Evolution Strategies.