Learning and Intelligent Optimization (Record no. 173634)

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001 - CONTROL NUMBER
control field 978-3-031-24866-5
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control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240423125039.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031248665
-- 978-3-031-24866-5
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-24866-5
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA297-299.4
072 #7 - SUBJECT CATEGORY CODE
Subject category code PBKS
Source bicssc
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Subject category code MAT041000
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Subject category code PBKS
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 518
Edition number 23
245 10 - TITLE STATEMENT
Title Learning and Intelligent Optimization
Medium [electronic resource] :
Remainder of title 16th International Conference, LION 16, Milos Island, Greece, June 5–10, 2022, Revised Selected Papers /
Statement of responsibility, etc edited by Dimitris E. Simos, Varvara A. Rasskazova, Francesco Archetti, Ilias S. Kotsireas, Panos M. Pardalos.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2022.
264 #1 -
-- Cham :
-- Springer International Publishing :
-- Imprint: Springer,
-- 2022.
300 ## - PHYSICAL DESCRIPTION
Extent XIV, 566 p. 171 illus., 140 illus. in color.
Other physical details online resource.
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490 1# - SERIES STATEMENT
Series statement Lecture Notes in Computer Science,
International Standard Serial Number 1611-3349 ;
Volume number/sequential designation 13621
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Invited Papers -- Optimal Scheduling of the Leaves of a Tree and the SVO Frequencies of Languages -- From Design of Experiments to Combinatorics of Disasters: A Conceptual Framework for Disaster Exercises -- Separating two polyhedra utilizing alternative theorems and penalty function -- Contributed Papers. -A Composite Index Method for Optimization Benchmarking -- Optimal Energy Management of Microgrid Using Multi-objective Optimisation Approach -- A Stochastic Alternating Balance k-Means Algorithm for Fair Clustering -- Binary Black Widow Optimization Algorithm for Feature Selection Problems -- Learning to Solve a Stochastic Orienteering Problem with Time Windows -- ML-based approach for accelerating global search algorithm for solving multicriteria problems -- The Skewed Kruskal algorithm -- Bounds for sparse solutions of K-SVCR multi-class classification model -- Integer Linear Programming in Solving an Optimization Problem at the Mixing Department of the Metallurgical Production -- Realtime Gray-Box Algorithm Configuration -- Dynamic urban solid waste management system for smart cities -- Single MCMC Chain Parallelisation on Decision Trees -- Single MCMC Chain Parallelisation on Decision Trees -- Competitive supply allocation in a distribution network under overproduction -- Safe-exploration of control policies from safe-experience via Gaussian Processes -- Bayesian Optimization in Wasserstein Spaces -- Network Vulnerability Analysis in Wasserstein Spaces -- BERT Self-Learning Approach with Limited Labels for Document Classification -- Autonomous Learning Optimization for Deep Learning -- Optimizing Data Augmentation Policy through Random Unidimensional Search -- Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches -- Unsupervised Training for Neural TSP Solver -- Comparing surrogate models for tuning optimization algorithms -- Search and Score-based Waterfall Auction Optimization -- Survey on KNN Methods in Data Science -- Constrained Shortest Path and Hierarchical Structures -- Investigation of Graph Neural Networks for Instance Segmentation of Industrial Point Cloud Data -- Fitness landscape ruggedness impact on PSO in dealing with three variants of the travelling salesman problem -- A Multi-UAVs’ Provider Model for the provision of 5G Service Chains: a game theoretic approach -- Metabolic Syndrome Risk Forecasting on Elderly with ML Techniques -- Airport Digital Twins for Resilient Disaster Management Response -- Strategies for Surviving Aggressive Multiparty Repeated Standoffs -- A Hybridization of GRASP and UTASTAR for Solving the Vehicle Routing Problem with Pickups and Deliveries and 3D Loading Constraints -- Packing hypertrees and the k-cut problem in Hypergraphs -- Maximizing the Eigenvalue-Gap and Promoting Sparsity ofDoubly Stochastic Matrices with PSO -- Value of Information in the Mean-Square Case and its Application to the Analysis of Financial Time-Series Forecast.
520 ## - SUMMARY, ETC.
Summary, etc This book constitutes the refereed proceedings of the 16th International Conference on Learning and Intelligent Optimization, LION 16, which took place in Milos Island, Greece, in June 2022. The 36 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 60 submissions. LION deals with automatic solver configuration, parallel methods, intelligent optimization, nature-inspired algorithms, hard combinatorial optimization problems, DC learning, computational intelligence, and others. The contributions were organized in topical sections as follows: Invited Papers; Contributed Papers.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Numerical analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science
General subdivision Mathematics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Numerical Analysis.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Probability and Statistics in Computer Science.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Theory of Computation.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Application in Social and Behavioral Sciences.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computing Milieux.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Simos, Dimitris E.
Relator term editor.
Relator code edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Rasskazova, Varvara A.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Archetti, Francesco.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kotsireas, Ilias S.
Relator term editor.
Relator code edt
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pardalos, Panos M.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783031248658
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783031248672
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Computer Science,
-- 1611-3349 ;
Volume number/sequential designation 13621
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-031-24866-5">https://doi.org/10.1007/978-3-031-24866-5</a>
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Koha item type eBooks-CSE-Springer

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