LEADER 05853nam 22008055 450 001 996465672803316 005 20230329180916.0 010 $a3-642-34413-5 024 7 $a10.1007/978-3-642-34413-8 035 $a(CKB)3280000000002214 035 $a(SSID)ssj0000788968 035 $a(PQKBManifestationID)11459195 035 $a(PQKBTitleCode)TC0000788968 035 $a(PQKBWorkID)10723776 035 $a(PQKB)10399960 035 $a(DE-He213)978-3-642-34413-8 035 $a(MiAaPQ)EBC3070313 035 $a(PPN)168326876 035 $a(EXLCZ)993280000000002214 100 $a20121009d2012 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aLearning and Intelligent Optimization$b[electronic resource] $e6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers /$fedited by Youssef Hamadi, Marc Schoenauer 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (XXIV, 514 p. 132 illus.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7219 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-34412-7 320 $aIncludes bibliographical references and author index. 327 $aIterative-Deepening Search with On-Line Tree Size Prediction -- A Learning Optimization Algorithm in Graph Theory: Versatile Search for Extremal Graphs Using a Learning Algorithm -- A Math-Heuristic Dantzig-Wolfe Algorithm for the Capacitated Lot Sizing Problem -- Application of the Nested Rollout Policy Adaptation Algorithm to the Traveling Salesman Problem with Time Windows -- Parallel Algorithm Configuration -- Community Detection in Social and Biological Networks Using Differential Evolution -- A Study on Large Population MOEA Using Adaptive ?-Box Dominance and Neighborhood Recombination for Many -- Objective Optimization -- A Non-adaptive Stochastic Local Search Algorithm High-Dimensional Model-Based Optimization Based on Noisy Evaluations of Computer Games -- Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling -- Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data -- Quantifying Homogeneity of Instance Sets for Algorithm Configuration -- Automatically Configuring Algorithms for Scaling Performance -- Upper Confidence Tree-Based Consistent Reactive Planning Application to MineSweeper -- Influence of the Migration Period in Parallel Distributed Gas for Dynamic Optimization -- A Hyper-Heuristic Inspired by Pearl Hunting -- Five Phase and Genetic Hive Hyper-Heuristics for the Cross-Domain Search -- Implicit Model Selection Based on Variable Transformations in Estimation of Distribution -- Improving the Exploration in Upper Confidence Trees -- Parallel GPU Implementation of Iterated Local Search for the Travelling Salesman Problem -- Evaluation of a Family of Reinforcement Learning Cross-Domain Optimization Heuristics.-Effect of SMS-EMOA Parameterizations on Hypervolume Decreases. - Effects of Speciation on Evolution of Neural Networks in Highly Dynamic Environments -- Natural Max-SAT Encoding of Min-SAT. A New Hyperheuristic Algorithm for Cross-Domain Search Problems -- Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm -- Global Optimization for Algebraic Geometry -- Clause Sharing in Parallel MaxSAT -- An Intelligent Hyper-Heuristic Framework for CHeSC 2011.  . 330 $aThis book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Learning and Intelligent Optimization, LION 6, held in Paris, France, in January 2012. The 23 long and 30 short revised papers were carefully reviewed and selected from a total of 99 submissions. The papers focus on the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. 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