Class information for:
Level 1: UNCONSTRAINED OPTIMIZATION//GLOBAL CONVERGENCE//SUPERLINEAR CONVERGENCE

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
1542 2519 22.4 45%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
147 22277 NONEXPANSIVE MAPPINGS//GLOBAL CONVERGENCE//SIAM JOURNAL ON OPTIMIZATION

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 UNCONSTRAINED OPTIMIZATION Author keyword 420 65% 16% 397
2 GLOBAL CONVERGENCE Author keyword 278 40% 22% 544
3 SUPERLINEAR CONVERGENCE Author keyword 104 45% 7% 171
4 NONMONOTONE LINE SEARCH Author keyword 86 76% 2% 60
5 NONMONOTONE TECHNIQUE Author keyword 79 94% 1% 29
6 CONIC MODEL Author keyword 73 96% 1% 23
7 SPECTRAL GRADIENT METHOD Author keyword 72 93% 1% 27
8 TRUST REGION METHOD Author keyword 67 50% 4% 96
9 LINE SEARCH Author keyword 65 44% 4% 112
10 QUASI NEWTON METHODS Author keyword 60 51% 3% 85

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 UNCONSTRAINED OPTIMIZATION 420 65% 16% 397 Search UNCONSTRAINED+OPTIMIZATION Search UNCONSTRAINED+OPTIMIZATION
2 GLOBAL CONVERGENCE 278 40% 22% 544 Search GLOBAL+CONVERGENCE Search GLOBAL+CONVERGENCE
3 SUPERLINEAR CONVERGENCE 104 45% 7% 171 Search SUPERLINEAR+CONVERGENCE Search SUPERLINEAR+CONVERGENCE
4 NONMONOTONE LINE SEARCH 86 76% 2% 60 Search NONMONOTONE+LINE+SEARCH Search NONMONOTONE+LINE+SEARCH
5 NONMONOTONE TECHNIQUE 79 94% 1% 29 Search NONMONOTONE+TECHNIQUE Search NONMONOTONE+TECHNIQUE
6 CONIC MODEL 73 96% 1% 23 Search CONIC+MODEL Search CONIC+MODEL
7 SPECTRAL GRADIENT METHOD 72 93% 1% 27 Search SPECTRAL+GRADIENT+METHOD Search SPECTRAL+GRADIENT+METHOD
8 TRUST REGION METHOD 67 50% 4% 96 Search TRUST+REGION+METHOD Search TRUST+REGION+METHOD
9 LINE SEARCH 65 44% 4% 112 Search LINE+SEARCH Search LINE+SEARCH
10 QUASI NEWTON METHODS 60 51% 3% 85 Search QUASI+NEWTON+METHODS Search QUASI+NEWTON+METHODS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 GLOBAL CONVERGENCE 346 64% 13% 339
2 UNCONSTRAINED OPTIMIZATION 299 67% 11% 272
3 LINE SEARCH 237 74% 7% 175
4 QUASI NEWTON METHODS 127 53% 7% 168
5 GUARANTEED DESCENT 90 87% 2% 45
6 BARZILAI 87 67% 3% 79
7 BFGS METHOD 73 77% 2% 50
8 SUPERLINEAR CONVERGENCE 57 54% 3% 73
9 LOCAL CONVERGENCE 52 47% 3% 81
10 TRUST REGION ALGORITHM 51 79% 1% 33

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 OPTIMIZATION METHODS & SOFTWARE 24 16% 6% 141
2 SIAM JOURNAL ON OPTIMIZATION 22 12% 7% 175
3 COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 20 13% 6% 146

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Spectral Projected Gradient Methods: Review and Perspectives 2014 2 90 51%
Interior methods for nonlinear optimization 2002 172 54 54%
Practical quasi-Newton methods for solving nonlinear systems 2000 64 47 74%
From quasi-Newton methods to non-quasi-Newton methods 1997 2 12 100%
Residual spectral algorithm for solving monotone equations on a Hilbert space 2013 0 9 56%
LARGE SPARSE NUMERICAL OPTIMIZATION 1984 0 20 55%
A REVIEW OF THE OPTIMAL POWER FLOW 1981 0 3 67%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 STATE SCI ENGN COMP 7 12% 2.1% 53
2 VMK 6 47% 0.4% 9
3 ELECT COMP CONTROL 6 100% 0.2% 4
4 MATH STAT SCI COMP 4 28% 0.5% 13
5 NLP2CT 4 75% 0.1% 3
6 PL OPTIMUM DESIGN 4 75% 0.1% 3
7 ASADABAD BRANCH 3 100% 0.1% 3
8 ECONOMETR MANAGEMENT 3 50% 0.2% 4
9 WHQKB 3 60% 0.1% 3
10 NAMUR COMPLEX SYST NAXYS 3 20% 0.5% 12

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000211881 DERIVATIVE FREE OPTIMIZATION//GENERATING SET SEARCH//BLACKBOX OPTIMIZATION
2 0.0000159322 UNIT MATH INFORMAT//CIRCUIT THEORY MEASUREMENT SCI MAT SCI//FORWARD ACCUMULATION
3 0.0000126596 IMAGE SPACE ANALYSIS//DUALITY SCHEME//ZERO DUALITY GAP
4 0.0000108864 EXCEPTIONAL FAMILY OF ELEMENTS//SMOOTHING NEWTON METHOD//NONLINEAR COMPLEMENTARITY PROBLEM
5 0.0000098702 RADIATION DIFFUSION//NEWTON ITERATIVE METHODS//NEWTON KRYLOV METHODS
6 0.0000094571 BUNDLE METHODS//PROXIMAL BUNDLE METHODS//VU DECOMPOSITION
7 0.0000087422 SEMI INFINITE PROGRAMMING//LINEAR INEQUALITY SYSTEMS//GENERALIZED SEMI INFINITE PROGRAMMING
8 0.0000081802 AUTOMATIC DIFFERENTIATION//COMPUTATIONAL DIFFERENTIATION//INTERFACE CONTRACTION
9 0.0000075410 CHARACTERISTIC BISECTION METHOD//KRONECKER PICARD THEORY//MEASURE THEORY
10 0.0000075256 ABS METHODS//LINEAR DIOPHANTINE SYSTEMS//ABS ALGORITHM