عنوان
پدید آورنده
موضوع
رده
Q325.5
Q325
.
5
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
3030053482
(Number (ISBN
9783030053482
Erroneous ISBN
3030053474
Erroneous ISBN
9783030053475
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Learning and intelligent optimization :
General Material Designation
[Book]
Other Title Information
12th International Conference, LION 12, Kalamata, Greece, June 10-15, 2018, Revised selected papers /
First Statement of Responsibility
Roberto Battiti, Mauro Brunato, Ilias Kotsireas, Panos M. Pardalos (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xii, 474 pages) :
Other Physical Details
illustrations (some color)
SERIES
Series Title
Lecture notes in computer science ;
Series Title
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Volume Designation
11353
GENERAL NOTES
Text of Note
Includes author index.
CONTENTS NOTE
Text of Note
Intro; Preface; Organization; Contents; Accelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning; 1 Introduction; 1.1 Related Work; 1.2 Our Contribution; 2 The Learning Problems; 2.1 Stochastic Optimization; 2.2 Online Learning; 3 Stochastic Accelerated Randomized Coordinate Descent; 4 Online Accelerated Randomized Coordinate Descent; 5 Numerical Evaluation; 6 Conclusion; References; Spiral Search Method to GPU Parallel Euclidean Minimum Spanning Tree Problem; 1 Introduction; 2 Component-Based Graph Representation; 3 Preliminaries
Text of Note
2 TSP Formulation and the Iterative 2-/3-opt3 Related Works; 4 TSP Tour Data Structure for GPU Massive k-opt Evaluation; 5 Multiple k-opt Evaluation, Multiple k-opt Moves; 5.1 Multiple k-opt Evaluation on GPU; 5.2 Non-interacted 2-opt Moves Set Partition with Linear Time; 5.3 Extension to Massive k-opt Moves; 6 Experiments; 7 Conclusion; References; Instance-Specific Selection of AOS Methods for Solving Combinatorial Optimisation Problems via Neural Networks; 1 Introduction; 2 Related Works; 3 Problem Statement; 4 Instance-Specific Selection of AOS Methods; 4.1 Neural Network-Based Approach
Text of Note
2.1 Top-Rank-k Frequent Patterns Mining2.2 TB-Tree and B-List; 2.3 BTK Algorithm; 2.4 Basic Cell-Like P System Structure; 3 CP-BTK Algorithm; 3.1 Improvements to BTK Algorithm; 3.2 The CP-BTK Algorithm; 3.3 Computing Process; 4 An Illustrative Example; 5 Conclusions; References; A Simple Algorithmic Proof of the Symmetric Lopsided Lovász Local Lemma; 1 Preliminaries; 1.1 The Variable Framework; 1.2 Lopsidependent Events; 2 Algorithmic Lopsided Lovász Local Lemma; 2.1 The Algorithm; 2.2 Forests; 2.3 Validation Algorithm; References
Text of Note
4 GPU Parallel EMSF Algorithm4.1 Find Component's Closest Outgoing Point from Each Vertex; 4.2 Find Shortest Outgoing Edge Within Each Component with GPU Two Direction Parallel Breadth First Search (BFS); 4.3 Connect Graph; 4.4 Compact Graph; 5 Experiments; 6 Conclusion; References; A Cooperative Learning Approach for the Quadratic Knapsack Problem; 1 Introduction; 2 Multi-leader Migrating Birds Optimization; 3 Numerical Results; 4 Conclusions; References; An Improved BTK Algorithm Based on Cell-Like P System with Active Membranes; 1 Introduction; 2 Preliminaries
Text of Note
Creating a Multi-iterative-Priority-Rule for the Job Shop Scheduling Problem with Focus on Tardy Jobs via Genetic Programming1 Introduction; 2 Problem Description; 3 Solution Method; 4 Results; 5 Conclusion; References; A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems; 1 Introduction; 2 Global Search Algorithm and Dimension Reduction; 3 Global Search Algorithm for Mixed-Integer Problems; 4 Results of Experiments; References; Massive 2-opt and 3-opt Moves with High Performance GPU Local Search to Large-Scale Traveling Salesman Problem; 1 Introduction
0
8
8
8
8
SUMMARY OR ABSTRACT
Text of Note
This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Learning and Intelligent Optimization, LION 12, held in Kalamata, Greece, in June 2018. The 28 full papers and 12 short papers presented have been carefully reviewed and selected from 62 submissions. The papers explore the advanced research developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence. Special focus is given to advanced ideas, technologies, methods, and applications in optimization and machine learning.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030053482
OTHER EDITION IN ANOTHER MEDIUM
Title
Learning and intelligent optimization.
International Standard Book Number
9783030053475
PARALLEL TITLE PROPER
Parallel Title
LION 12
TOPICAL NAME USED AS SUBJECT
Machine learning, Congresses.
Machine learning.
(SUBJECT CATEGORY (Provisional
COM051300
UMB
UMB
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/1
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q325
.
5
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Battiti, Roberto,1961-
Brunato, Mauro
Kotsireas, Ilias
Pardalos, P. M., (Panos M.),1954-
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
LION (Conference)(12th :2018 :, Kalamata, Greece)
ORIGINATING SOURCE
Date of Transaction
20200823081448.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
