000			05000nam a22005535i 4500
001			978-3-642-34413-8
003			DE-He213
005			20140220083329.0
007			cr nn 008mamaa
008			121009s2012 gw | s |||| 0|eng d
020			_a9783642344138 _9978-3-642-34413-8
024	7		_a10.1007/978-3-642-34413-8 _2doi
050		4	_aQA76.9.A43
072		7	_aUMB _2bicssc
072		7	_aCOM051300 _2bisacsh
082	0	4	_a005.1 _223
100	1		_aHamadi, Youssef. _eeditor.
245	1	0	_aLearning and Intelligent Optimization _h[electronic resource] : _b6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers / _cedited by Youssef Hamadi, Marc Schoenauer.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2012.
300			_aXXIV, 514 p. 132 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x0302-9743
505	0		_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 ε-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.  .
520			_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. In addition to the paper contributions the conference also included 3 invited speakers, who presented forefront research results and frontiers, and 3 tutorial talks, which were crucial in bringing together the different components of LION community.
650		0	_aComputer science.
650		0	_aComputer software.
650		0	_aElectronic data processing.
650		0	_aComputational complexity.
650		0	_aArtificial intelligence.
650	1	4	_aComputer Science.
650	2	4	_aAlgorithm Analysis and Problem Complexity.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aNumeric Computing.
650	2	4	_aComputation by Abstract Devices.
650	2	4	_aDiscrete Mathematics in Computer Science.
650	2	4	_aComputer Applications.
700	1		_aSchoenauer, Marc. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642344121
830		0	_aLecture Notes in Computer Science, _x0302-9743
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-34413-8
912			_aZDB-2-SCS
912			_aZDB-2-LNC
999			_c103770 _d103770