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008 100810s2010 gw ob 101 0 eng d
010 _a 2010928345
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019 _a645513254
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020 _a9783642138003
020 _a3642138004
020 _a9783642137990
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029 1 _aAU@
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035 _a(OCoLC)654396188
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037 _a978-3-642-13799-0
_bSpringer
_nhttp://www.springerlink.com
050 4 _aQ342
_b.L56 2010
060 4 _aQ 342
082 0 4 _a006.3/1
_222
084 _a54.10
_2bcl
084 _a54.72
_2bcl
049 _aMAIN
111 2 _aLION (Conference)
_n(4th :
_d2010 :
_cVenice, Italy)
_938909
245 1 0 _aLearning and intelligent optimization :
_b4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers /
_cChristian Blum, Roberto Battiti (Eds.).
246 3 _aLION 4
260 _aBerlin ;
_aHeidelberg :
_bSpringer-Verlag,
_c©2010.
300 _a1 online resource (xiv, 344 pages)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aLecture notes in computer science ;
_v6073
490 1 _aLNCS sublibrary. SL 1, Theoretical computer science and general issues
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record.
520 _aThe LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R & D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science research forum available.
520 _aThe scope of LNCS, including its subseries LNAI and LNBI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields.
520 _aIn parallel to the printed book, each new volume is published electronically in LNCS Online. --Book Jacket.
505 0 _aMain Track (Regular Papers) -- A Column Generation Heuristic for the General Vehicle Routing Problem -- A Combination of Evolutionary Algorithm, Mathematical Programming, and a New Local Search Procedure for the Just-In-Time Job-Shop Scheduling Problem -- A Math-Heuristic Algorithm for the DNA Sequencing Problem -- A Randomized Iterated Greedy Algorithm for the Founder Sequence Reconstruction Problem -- Adaptive "Anytime" Two-Phase Local Search -- Adaptive Filter SQP -- Algorithm Selection as a Bandit Problem with Unbounded Losses -- Bandit-Based Estimation of Distribution Algorithms for Noisy Optimization: Rigorous Runtime Analysis -- Consistency Modifications for Automatically Tuned Monte-Carlo Tree Search -- Distance Functions, Clustering Algorithms and Microarray Data Analysis -- Gaussian Process Assisted Particle Swarm Optimization -- Learning of Highly-Filtered Data Manifold Using Spectral Methods -- Multiclass Visual Classifier Based on Bipartite Graph Representation of Decision Tables -- Main Track (Short Papers) -- A Linear Approximation of the Value Function of an Approximate Dynamic Programming Approach for the Ship Scheduling Problem -- A Multilevel Scheme with Adaptive Memory Strategy for Multiway Graph Partitioning -- A Network Approach for Restructuring the Korean Freight Railway Considering Customer Behavior -- A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference -- Convergence of Probability Collectives with Adaptive Choice of Temperature Parameters -- Generative Topographic Mapping for Dimension Reduction in Engineering Design -- Learning Decision Trees for the Analysis of Optimization Heuristics -- On the Coordination of Multidisciplinary Design Optimization Using Expert Systems -- On the Potentials of Parallelizing Large Neighbourhood Search for Rich Vehicle Routing Problems -- Optimized Ensembles for Clustering Noisy Data -- Stochastic Local Search for the Optimization of Secondary Structure Packing in Proteins -- Systematic Improvement of Monte-Carlo Tree Search with Self-generated Neural-Networks Controllers -- Special Session: LION-SWOP -- Grapheur: A Software Architecture for Reactive and Interactive Optimization -- The EvA2 Optimization Framework -- Special Session: LION-CCEC -- Feature Extraction from Optimization Data via DataModeler's Ensemble Symbolic Regression -- Special Session: LION-PP -- Understanding TSP Difficulty by Learning from Evolved Instances -- Time-Bounded Sequential Parameter Optimization -- Pitfalls in Instance Generation for Udine Timetabling -- Special Session: LION-MOME -- A Study of the Parallelization of the Multi-Objective Metaheuristic MOEA/D -- An Interactive Evolutionary Multi-objective Optimization Method Based on Polyhedral Cones -- On the Distribution of EMOA Hypervolumes -- Adapting to a Realistic Decision Maker: Experiments towards a Reactive Multi-objective Optimizer.
650 0 _aComputational intelligence
_vCongresses.
_920591
650 0 _aMathematical optimization
_xData processing
_vCongresses.
_938910
650 0 _aLearning.
_93684
650 2 _aComputing Methodologies
_915958
650 2 _aLearning
_93684
650 6 _aIntelligence informatique
_vCongrès.
_920592
650 6 _aOptimisation mathématique
_xInformatique
_vCongrès.
_9967432
650 6 _aApprentissage.
_996843
650 7 _aInformatique.
_2eclas
_914930
650 7 _aLearning
_2fast
_93684
650 7 _aComputational intelligence
_2fast
_93031
650 7 _aMathematical optimization
_xData processing
_2fast
_914662
655 2 _aCongress
_911670
655 7 _aproceedings (reports)
_2aat
655 7 _aConference papers and proceedings
_2fast
_96065
655 7 _aConference papers and proceedings.
_2lcgft
_96065
655 7 _aActes de congrès.
_2rvmgf
_9609890
700 1 _aBlum, Christian,
_d1972-
_938911
700 1 _aBattiti, Roberto,
_d1961-
_1https://id.oclc.org/worldcat/entity/E39PBJfxbHMJG7j6xkj3cHhJXd
_918884
758 _ihas work:
_aLearning and intelligent optimization (Text)
_1https://id.oclc.org/worldcat/entity/E39PCFCkFpRGXB9x7Xc8d8yMmq
_4https://id.oclc.org/worldcat/ontology/hasWork
776 0 8 _iPrint version:
_aLION (Conference) (4th : 2010 : Venice, Italy).
_tLearning and intelligent optimization.
_dBerlin ; Heidelberg : Springer-Verlag, ©2010
_w(DLC) 2010928345
830 0 _aLecture notes in computer science ;
_v6073.
830 0 _aLNCS sublibrary.
_nSL 1,
_pTheoretical computer science and general issues.
_920736
856 4 0 _uhttps://link.springer.com/10.1007/978-3-642-13800-3
938 _aebrary
_bEBRY
_nebr10398881
938 _aYBP Library Services
_bYANK
_n3554834
994 _a92
_bATIST
999 _c640141
_d640141