Class information for:
Level 1: BUNDLE METHODS//NONSMOOTH OPTIMIZATION//NONDIFFERENTIABLE OPTIMIZATION

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
18488 1                   BUNDLE METHODS//NONSMOOTH OPTIMIZATION//NONDIFFERENTIABLE OPTIMIZATION 573

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BUNDLE METHODS authKW 2171085 13% 54% 73
2 NONSMOOTH OPTIMIZATION authKW 1379716 20% 22% 112
3 NONDIFFERENTIABLE OPTIMIZATION authKW 1004513 8% 42% 44
4 PROXIMAL BUNDLE METHODS authKW 794219 3% 76% 19
5 VU DECOMPOSITION authKW 609251 2% 92% 12
6 APPROXIMATE SUBGRADIENTS authKW 445514 2% 90% 9
7 U LAGRANGIAN authKW 391123 1% 89% 8
8 GRADIENT SAMPLING authKW 371259 2% 75% 9
9 LEVEL METHOD authKW 299452 1% 78% 7
10 PROXIMAL POINT authKW 269491 2% 35% 14

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Operations Research & Management Science 27809 50% 0% 285
2 Mathematics, Applied 17660 69% 0% 395
3 Computer Science, Software Engineering 3926 19% 0% 111
4 Automation & Control Systems 741 8% 0% 45
5 Computer Science, Cybernetics 538 3% 0% 17
6 COMPUTER APPLICATIONS & CYBERNETICS 515 1% 0% 5
7 Mathematics, Interdisciplinary Applications 79 3% 0% 18
8 Mathematics 78 7% 0% 38
9 Computer Science, Artificial Intelligence 77 4% 0% 21
10 Computer Science, Theory & Methods 68 4% 0% 21

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PL OPTIMUM DESIGN 123753 1% 75% 3
2 IST CALCOLO RETI AD ALTE P TAZIONI CNR 73335 0% 67% 2
3 ADVENCED MOL SCI 55002 0% 100% 1
4 COPPE SISTEMAS COMPUT 55002 0% 100% 1
5 DIP INGN INFORMAT MODELLIST ELETTRON SISTEMIST 55002 0% 100% 1
6 DIPARTIMENTO INFORMAT RECH OPERAT 55002 0% 100% 1
7 ETUDES RECH TOULOUSE 55002 0% 100% 1
8 IST CALCOLO RETI AD ALTE P TAZIONI C N R C S 55002 0% 100% 1
9 METHODS MODELS ECON FINANCE TERR MEMOTEF 55002 0% 100% 1
10 MINERVA OPT 55002 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MATHEMATICAL PROGRAMMING 92730 13% 2% 73
2 OPTIMIZATION METHODS & SOFTWARE 61426 6% 3% 34
3 SIAM JOURNAL ON OPTIMIZATION 38628 6% 2% 36
4 JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 28709 9% 1% 52
5 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 23881 4% 2% 24
6 MATHEMATICAL PROGRAMMING STUDY 23091 2% 4% 10
7 LECTURE NOTES IN ECONOMICS AND MATHEMATICAL SYSTEMS 7878 3% 1% 15
8 OPTIMIZATION 6889 2% 1% 9
9 NOUVEL AUTOMATISME 6873 0% 13% 1
10 JOURNAL OF GLOBAL OPTIMIZATION 5420 3% 1% 15

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BUNDLE METHODS 2171085 13% 54% 73 Search BUNDLE+METHODS Search BUNDLE+METHODS
2 NONSMOOTH OPTIMIZATION 1379716 20% 22% 112 Search NONSMOOTH+OPTIMIZATION Search NONSMOOTH+OPTIMIZATION
3 NONDIFFERENTIABLE OPTIMIZATION 1004513 8% 42% 44 Search NONDIFFERENTIABLE+OPTIMIZATION Search NONDIFFERENTIABLE+OPTIMIZATION
4 PROXIMAL BUNDLE METHODS 794219 3% 76% 19 Search PROXIMAL+BUNDLE+METHODS Search PROXIMAL+BUNDLE+METHODS
5 VU DECOMPOSITION 609251 2% 92% 12 Search VU+DECOMPOSITION Search VU+DECOMPOSITION
6 APPROXIMATE SUBGRADIENTS 445514 2% 90% 9 Search APPROXIMATE+SUBGRADIENTS Search APPROXIMATE+SUBGRADIENTS
7 U LAGRANGIAN 391123 1% 89% 8 Search U+LAGRANGIAN Search U+LAGRANGIAN
8 GRADIENT SAMPLING 371259 2% 75% 9 Search GRADIENT+SAMPLING Search GRADIENT+SAMPLING
9 LEVEL METHOD 299452 1% 78% 7 Search LEVEL+METHOD Search LEVEL+METHOD
10 PROXIMAL POINT 269491 2% 35% 14 Search PROXIMAL+POINT Search PROXIMAL+POINT

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 8878 MONOTONE INCLUSION//PROXIMAL POINT METHOD//PROXIMAL POINT ALGORITHM
2 28627 EXHAUSTERS//QUASIDIFFERENTIAL CALCULUS//MINIMAL PAIRS OF COMPACT CONVEX SETS
3 7796 SUPERLINEAR CONVERGENCE//NONLINEAR PROGRAMMING//GLOBAL CONVERGENCE
4 20950 DERIVATIVE FREE OPTIMIZATION//DIRECT SEARCH//DIRECT SEARCH METHODS
5 4371 INTERIOR POINT METHODS//POLYNOMIAL COMPLEXITY//INTERIOR POINT ALGORITHM
6 18452 CONVEX FEASIBILITY PROBLEM//ALTERNATING PROJECTIONS//CONVEX FEASIBILITY
7 4177 UNCONSTRAINED OPTIMIZATION//GLOBAL CONVERGENCE//TRUST REGION METHOD
8 3164 METRIC REGULARITY//CODERIVATIVE//VARIATIONAL ANALYSIS
9 7144 NONLINEAR COMPLEMENTARITY PROBLEM//COMPLEMENTARITY PROBLEM//SMOOTHING NEWTON METHOD
10 16918 SEMI INFINITE PROGRAMMING//LINEAR INEQUALITY SYSTEMS//LINEAR SEMI INFINITE PROGRAMMING

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