Class information for:
Level 1: SUPERLINEAR CONVERGENCE//NONLINEAR PROGRAMMING//GLOBAL CONVERGENCE

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
14 4 MATHEMATICS//MATHEMATICS, APPLIED//MATH 912822
199 3       MATHEMATICS, APPLIED//FIXED POINT//MATHEMATICS 52882
101 2             JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS//MATHEMATICS, APPLIED//GLOBAL CONVERGENCE 25884
7796 1                   SUPERLINEAR CONVERGENCE//NONLINEAR PROGRAMMING//GLOBAL CONVERGENCE 1352

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SUPERLINEAR CONVERGENCE authKW 759310 8% 29% 112
2 NONLINEAR PROGRAMMING authKW 712805 17% 13% 228
3 GLOBAL CONVERGENCE authKW 680101 15% 15% 198
4 INEQUALITY CONSTRAINED OPTIMIZATION authKW 514920 2% 82% 27
5 SEQUENTIAL QUADRATIC PROGRAMMING authKW 492225 7% 24% 89
6 FILTER METHOD authKW 470248 4% 41% 49
7 CONSTRAINED OPTIMIZATION authKW 434409 12% 12% 156
8 MARATOS EFFECT authKW 420736 1% 95% 19
9 EXACT PENALTY FUNCTION authKW 299555 2% 46% 28
10 SQP METHOD authKW 291854 2% 52% 24

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Mathematics, Applied 57034 80% 0% 1087
2 Operations Research & Management Science 55501 46% 0% 619
3 Computer Science, Software Engineering 5366 15% 0% 201
4 Mathematics 288 8% 0% 106
5 Engineering, General 246 4% 0% 51
6 Mathematics, Interdisciplinary Applications 238 3% 0% 47
7 COMPUTER APPLICATIONS & CYBERNETICS 212 0% 0% 5
8 Automation & Control Systems 148 3% 0% 35
9 Computer Science, Theory & Methods 46 2% 0% 31
10 Computer Science, Interdisciplinary Applications 28 2% 0% 26

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 VMK 182735 1% 56% 14
2 MATH STAT SCI COMP 102043 1% 26% 17
3 COMP SCI IME USP 69929 0% 100% 3
4 SEOR MATH SCI 46619 0% 100% 2
5 MANAGEMENT IND 31078 0% 67% 2
6 XINGJIAN SCI LIBERAL ART 31078 0% 67% 2
7 ZENTRUM MATH M1 31078 0% 67% 2
8 IMECC UNICAMP 28675 1% 15% 8
9 SEOR 25419 0% 18% 6
10 OR 23451 1% 8% 12

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SIAM JOURNAL ON OPTIMIZATION 200668 9% 7% 126
2 MATHEMATICAL PROGRAMMING 117015 9% 4% 126
3 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 104238 6% 6% 77
4 JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 94659 11% 3% 145
5 OPTIMIZATION METHODS & SOFTWARE 70589 4% 5% 56
6 JOURNAL OF GLOBAL OPTIMIZATION 22581 3% 2% 47
7 MATHEMATICAL PROGRAMMING STUDY 14081 1% 5% 12
8 OPTIMIZATION 9220 1% 2% 16
9 JOURNAL OF COMPUTATIONAL MATHEMATICS 8794 2% 2% 23
10 APPLIED MATHEMATICS AND COMPUTATION 7486 6% 0% 76

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SUPERLINEAR CONVERGENCE 759310 8% 29% 112 Search SUPERLINEAR+CONVERGENCE Search SUPERLINEAR+CONVERGENCE
2 NONLINEAR PROGRAMMING 712805 17% 13% 228 Search NONLINEAR+PROGRAMMING Search NONLINEAR+PROGRAMMING
3 GLOBAL CONVERGENCE 680101 15% 15% 198 Search GLOBAL+CONVERGENCE Search GLOBAL+CONVERGENCE
4 INEQUALITY CONSTRAINED OPTIMIZATION 514920 2% 82% 27 Search INEQUALITY+CONSTRAINED+OPTIMIZATION Search INEQUALITY+CONSTRAINED+OPTIMIZATION
5 SEQUENTIAL QUADRATIC PROGRAMMING 492225 7% 24% 89 Search SEQUENTIAL+QUADRATIC+PROGRAMMING Search SEQUENTIAL+QUADRATIC+PROGRAMMING
6 FILTER METHOD 470248 4% 41% 49 Search FILTER+METHOD Search FILTER+METHOD
7 CONSTRAINED OPTIMIZATION 434409 12% 12% 156 Search CONSTRAINED+OPTIMIZATION Search CONSTRAINED+OPTIMIZATION
8 MARATOS EFFECT 420736 1% 95% 19 Search MARATOS+EFFECT Search MARATOS+EFFECT
9 EXACT PENALTY FUNCTION 299555 2% 46% 28 Search EXACT+PENALTY+FUNCTION Search EXACT+PENALTY+FUNCTION
10 SQP METHOD 291854 2% 52% 24 Search SQP+METHOD Search SQP+METHOD

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 4177 UNCONSTRAINED OPTIMIZATION//GLOBAL CONVERGENCE//TRUST REGION METHOD
2 16918 SEMI INFINITE PROGRAMMING//LINEAR INEQUALITY SYSTEMS//LINEAR SEMI INFINITE PROGRAMMING
3 20950 DERIVATIVE FREE OPTIMIZATION//DIRECT SEARCH//DIRECT SEARCH METHODS
4 18488 BUNDLE METHODS//NONSMOOTH OPTIMIZATION//NONDIFFERENTIABLE OPTIMIZATION
5 7144 NONLINEAR COMPLEMENTARITY PROBLEM//COMPLEMENTARITY PROBLEM//SMOOTHING NEWTON METHOD
6 4371 INTERIOR POINT METHODS//POLYNOMIAL COMPLEXITY//INTERIOR POINT ALGORITHM
7 13058 BILEVEL PROGRAMMING//MATHEMATICAL PROGRAMS WITH EQUILIBRIUM CONSTRAINTS//BILEVEL LINEAR PROGRAMMING
8 3164 METRIC REGULARITY//CODERIVATIVE//VARIATIONAL ANALYSIS
9 8878 MONOTONE INCLUSION//PROXIMAL POINT METHOD//PROXIMAL POINT ALGORITHM
10 27651 P REGULARITY//ABNORMAL POINT//P FACTOR OPERATOR

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