Learning and Intelligent Optimization (Record no. 15108)

000 -LEADER
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003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140310144122.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 131125s2013 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642449734
978-3-642-44973-4
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.A43
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.1
Edition number 23
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg :
-- Imprint: Springer,
-- 2013.
912 ## -
-- ZDB-2-SCS
-- ZDB-2-LNC
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Nicosia, Giuseppe.
Relator term editor.
245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE
Title Learning and Intelligent Optimization
Medium [electronic resource] :
Remainder of title 7th International Conference, LION 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers /
Statement of responsibility, etc edited by Giuseppe Nicosia, Panos Pardalos.
300 ## - PHYSICAL DESCRIPTION
Extent XV, 470 p. 120 illus.
Other physical details online resource.
440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Lecture Notes in Computer Science,
International Standard Serial Number 0302-9743 ;
Volume number/sequential designation 7997
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Interleaving Innovization with Evolutionary Multi-Objective Optimization in Production System Simulation for Faster Convergence -- Intelligent optimization for the minimum labelling spanning tree problem -- A Constraint Satisfaction Approach to Tractable Theory Induction -- Features for Exploiting Black-Box Optimization Problem Structure -- MOCA-I: Discovering Rules and Guiding Decision Maker in the Context of Partial Classification in Large and Imbalanced Datasets -- Sharing Information in Parallel Search with Search Space Partitioning -- Fast Computation of the Multi-points Expected Improvement with Applications in Batch Selection -- R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection -- A Heuristic Algorithm for the Set Multicover Problem with Generalized Upper Bound Constraints -- A genetic algorithm approach for the multidimensional two-way number partitioning problem -- Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search -- Multi-objective optimization for relevant sub-graph extraction -- PROGRESS: Progressive Reinforcement-Learning-Based Surrogate Selection -- Neutrality in the Graph Coloring Problem -- Kernel multi label vector optimization (kMLVO) - A unified multi-label classification formalism -- Robust Benchmark Set Selection for Boolean Constraint Solvers -- Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction -- A Fast and Adaptive Local Search Algorithm for Multi-Objective Optimization -- An Analysis of Hall-of-Fame Strategies in Competitive Coevolutionary Algorithms for Self-Learning in RTS Games -- Resources Optimization in (Video) Games: a Novel Approach to Teach Applied Mathematics -- CMF: a combinatorial tool to find composite motifs -- Hill-climbing Behaviour on Quantized NK-landscapes -- Neighbourhood Specification for Game Strategy Evolution in a Spatial Iterated Prisoners Dilemma Game -- A Study on the Specification of a Scalarizing Function in MOEA/D for Many-Objective Knapsack Problems -- Portfolio with Block Branching for Parallel SAT Solvers -- Parameter Setting with Dynamic Island Models -- A simulated annealing algorithm for the vehicle routing problem with time windows and synchronization constraints -- Solution of the maximum k-balanced subgraph problem -- Racing with a Fixed Budget and a Self-Adaptive Significance Level -- An efficient best response heuristic for a non-preemptive strictly periodic scheduling problem -- Finding an evolutionary solution to the game of Mastermind with good scaling behaviour -- A Fast Local Search Approach For Multiobjective problems -- Generating Customized Landscapes in Permutation-based Combinatorial Optimization Problems -- Multiobjective Evolution of Mixed Nash Equilibria -- Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application to the Job Shop problem -- From Grammars to Parameters: Automatic Iterated Greedy Design for the Permutation Flow-shop Problem with Weighted Tardiness -- Architecture for Monitoring Learning Processes using Video Games -- Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning -- Evolutionary FSM-Based Agents for Playing Super Mario Game -- Identifying Key Algorithm Parameters and Instance Features using Forward Selection -- Using Racing to Automatically Configure Algorithms for Scaling Performance -- Algorithm Selection for the Graph Coloring Problem -- Batched Mode Hyper-heuristics -- Tuning algorithms for tackling large instances: An experimental protocol -- Automated Parameter Tuning Framework for Heterogeneous and Large Instances: Case Study in Quadratic Assignment Problem -- Practically Desirable Solutions Search on Multi-Objective Optimization -- Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures -- Effects of Population Size on Selection and Scalability in Evolutionary Many-objective Optimization -- A novel feature selection method for classification using a fuzzy criterion.
520 ## - SUMMARY, ETC.
Summary, etc This book constitutes the proceedings of the 7th International Conference on Learning and Optimization, LION 7, which was held in Catania, Italy, in January 2013. The 49 contributions presented in this volume were carefully reviewed and selected from 101 submissions. They explore the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
Topical term or geographic name as entry element Computer software.
Topical term or geographic name as entry element Electronic data processing.
Topical term or geographic name as entry element Computational complexity.
Topical term or geographic name as entry element Artificial intelligence.
Topical term or geographic name as entry element Computer Science.
Topical term or geographic name as entry element Algorithm Analysis and Problem Complexity.
Topical term or geographic name as entry element Numeric Computing.
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
Topical term or geographic name as entry element Discrete Mathematics in Computer Science.
Topical term or geographic name as entry element Computation by Abstract Devices.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pardalos, Panos.
Relator term editor.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783642449727
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-44973-4
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type E-Book
Copies
Price effective from Permanent location Date last seen Not for loan Date acquired Source of classification or shelving scheme Koha item type Damaged status Lost status Withdrawn status Current location Full call number
2014-04-01AUM Main Library2014-04-01 2014-04-01 E-Book   AUM Main Library005.1