Learning and Intelligent Optimization: 6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers

Front Matter....Pages -
Iterative-Deepening Search with On-Line Tree Size Prediction....Pages 1-15
A Learning Optimization Algorithm in Graph Theory....Pages 16-30
A Math-Heuristic Dantzig-Wolfe Algorithm for the Capacitated Lot Sizing Problem....Pages 31-41
Application of the Nested Rollout Policy Adaptation Algorithm to the Traveling Salesman Problem with Time Windows....Pages 42-54
Parallel Algorithm Configuration....Pages 55-70
Community Detection in Social and Biological Networks Using Differential Evolution....Pages 71-85
A Study on Large Population MOEA Using Adaptive ε -Box Dominance and Neighborhood Recombination for Many-Objective Optimization....Pages 86-100
A Non-adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition....Pages 101-114
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness....Pages 115-129
Evaluating Tree-Decomposition Based Algorithms for Answer Set Programming....Pages 130-144
High-Dimensional Model-Based Optimization Based on Noisy Evaluations of Computer Games....Pages 145-159
Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling....Pages 160-174
Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data....Pages 175-189
Quantifying Homogeneity of Instance Sets for Algorithm Configuration....Pages 190-204
Automatically Configuring Algorithms for Scaling Performance....Pages 205-219
Upper Confidence Tree-Based Consistent Reactive Planning Application to MineSweeper....Pages 220-234
Bounding the Effectiveness of Hypervolume-Based ( μ  +  λ )-Archiving Algorithms....Pages 235-249
Optimization by ℓ 1 -Constrained Markov Fitness Modelling....Pages 250-264
Vehicle Routing and Adaptive Iterated Local Search within the HyFlex Hyper-heuristic Framework....Pages 265-276
Quasi-elementary Landscapes and Superpositions of Elementary Landscapes....Pages 277-291
Fast Permutation Learning....Pages 292-306
Parameter-Optimized Simulated Annealing for Application Mapping on Networks-on-Chip....Pages 307-322
Learning Algorithm Portfolios for Parallel Execution....Pages 323-338
Bayesian Optimization Using Sequential Monte Carlo....Pages 339-342
Influence of the Migration Period in Parallel Distributed GAs for Dynamic Optimization....Pages 343-348
A Hyper-Heuristic Inspired by Pearl Hunting....Pages 349-353
Five Phase and Genetic Hive Hyper-Heuristics for the Cross-Domain Search....Pages 354-359
Implicit Model Selection Based on Variable Transformations in Estimation of Distribution....Pages 360-365
Improving the Exploration in Upper Confidence Trees....Pages 366-371
Parallel GPU Implementation of Iterated Local Search for the Travelling Salesman Problem....Pages 372-377
Constraint-Based Local Search for the Costas Array Problem....Pages 378-383
Evaluation of a Family of Reinforcement Learning Cross-Domain Optimization Heuristics....Pages 384-389
Autonomous Local Search Algorithms with Island Representation....Pages 390-395
An Approach to Instantly Use Single-Objective Results for Multi-objective Evolutionary Combinatorial Optimization....Pages 396-401
Lower Bounds and Upper Bounds for MaxSAT....Pages 402-407
Determining the Characteristic of Difficult Job Shop Scheduling Instances for a Heuristic Solution Method....Pages 408-412
Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions: Potentials and Challenges....Pages 413-418
Effect of SMS-EMOA Parameterizations on Hypervolume Decreases....Pages 419-424
Effects of Speciation on Evolution of Neural Networks in Highly Dynamic Environments....Pages 425-430
Natural Max-SAT Encoding of Min-SAT....Pages 431-436
A New Hyperheuristic Algorithm for Cross-Domain Search Problems....Pages 437-442
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm....Pages 443-448
Global Optimization for Algebraic Geometry – Computing Runge–Kutta Methods....Pages 449-454
Clause Sharing in Parallel MaxSAT....Pages 455-460
An Intelligent Hyper-Heuristic Framework for CHeSC 2011....Pages 461-466
An Efficient Meta-heuristic Based on Self-control Dominance Concept for a Bi-objective Re-entrant Scheduling Problem with Outsourcing....Pages 467-471
A Tree Search Approach to Sparse Coding....Pages 472-477
Adaptive Control of the Number of Crossed Genes in Many-Objective Evolutionary Optimization....Pages 478-484
Counter Implication Restart for Parallel SAT Solvers....Pages 485-490
Learning the Neighborhood with the Linkage Tree Genetic Algorithm....Pages 491-496
A Comparison of Operator Utility Measures for On-Line Operator Selection in Local Search....Pages 497-502
Monte Carlo Methods for Preference Learning....Pages 503-508
Hybridizing Reactive Tabu Search with Simulated Annealing....Pages 509-512
Back Matter....Pages -