Class information for:
Level 1: IMAGE SPACE ANALYSIS//DUALITY SCHEME//ZERO DUALITY GAP

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
22487 323 18.5 37%


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 IMAGE SPACE ANALYSIS Author keyword 36 83% 6% 20
2 DUALITY SCHEME Author keyword 9 83% 2% 5
3 ZERO DUALITY GAP Author keyword 9 52% 4% 12
4 EXACT PENALTY REPRESENTATION Author keyword 6 71% 2% 5
5 OBJECTIVE PENALTY FUNCTION Author keyword 6 71% 2% 5
6 EXACT PENALIZATION Author keyword 6 36% 4% 13
7 AUGMENTED LAGRANGIAN FUNCTION Author keyword 6 41% 3% 11
8 SHARP LAGRANGIAN Author keyword 6 100% 1% 4
9 AUGMENTED LAGRANGIAN FUNCTIONS Author keyword 4 50% 2% 6
10 EXACT AUXILIARY FUNCTION Author keyword 4 75% 1% 3

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 IMAGE SPACE ANALYSIS 36 83% 6% 20 Search IMAGE+SPACE+ANALYSIS Search IMAGE+SPACE+ANALYSIS
2 DUALITY SCHEME 9 83% 2% 5 Search DUALITY+SCHEME Search DUALITY+SCHEME
3 ZERO DUALITY GAP 9 52% 4% 12 Search ZERO+DUALITY+GAP Search ZERO+DUALITY+GAP
4 EXACT PENALTY REPRESENTATION 6 71% 2% 5 Search EXACT+PENALTY+REPRESENTATION Search EXACT+PENALTY+REPRESENTATION
5 OBJECTIVE PENALTY FUNCTION 6 71% 2% 5 Search OBJECTIVE+PENALTY+FUNCTION Search OBJECTIVE+PENALTY+FUNCTION
6 EXACT PENALIZATION 6 36% 4% 13 Search EXACT+PENALIZATION Search EXACT+PENALIZATION
7 AUGMENTED LAGRANGIAN FUNCTION 6 41% 3% 11 Search AUGMENTED+LAGRANGIAN+FUNCTION Search AUGMENTED+LAGRANGIAN+FUNCTION
8 SHARP LAGRANGIAN 6 100% 1% 4 Search SHARP+LAGRANGIAN Search SHARP+LAGRANGIAN
9 AUGMENTED LAGRANGIAN FUNCTIONS 4 50% 2% 6 Search AUGMENTED+LAGRANGIAN+FUNCTIONS Search AUGMENTED+LAGRANGIAN+FUNCTIONS
10 EXACT AUXILIARY FUNCTION 4 75% 1% 3 Search EXACT+AUXILIARY+FUNCTION Search EXACT+AUXILIARY+FUNCTION

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 ZERO DUALITY GAP 21 90% 3% 9
2 EXACT PENALIZATION 14 37% 9% 30
3 CONSTRAINED NONCONVEX OPTIMIZATION 6 80% 1% 4
4 CONVEXIFICATION 4 30% 3% 10
5 MODIFIED SUBGRADIENT ALGORITHM 3 45% 2% 5
6 EXACT PENALTY FUNCTIONS 3 35% 2% 6
7 PENALTY METHODS 3 35% 2% 6
8 NONCONVEX OPTIMIZATION 2 17% 4% 13
9 FUNCTION ALGORITHM 2 67% 1% 2
10 NONLINEAR SEPARATION 2 67% 1% 2

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
A simple and elementary proof of the Karush-Kuhn-Tucker theorem for inequality-constrained optimization 2009 1 4 75%

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 PHYS CULTURE HLTH 1 50% 0.3% 1
2 SISTEMI 1 50% 0.3% 1
3 MATH SCI CHONGQING 0 17% 0.6% 2
4 SITMS 0 15% 0.6% 2
5 MATEMAT LICATA 0 20% 0.3% 1
6 ENGN SIST COMPUTACAO 0 100% 0.3% 1
7 MATH MODELLING MEDICOSOCIAL SYST PROC 0 100% 0.3% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000214791 VECTOR OPTIMIZATION//SET VALUED OPTIMIZATION//SET OPTIMIZATION
2 0.0000198542 METRIC REGULARITY//GENERALIZED DIFFERENTIATION//CALMNESS
3 0.0000166852 BUNDLE METHODS//PROXIMAL BUNDLE METHODS//VU DECOMPOSITION
4 0.0000162051 LOGARITHMIC QUADRATIC PROXIMAL METHOD//PROXIMAL POINT METHODS//HEAVY BALL WITH FRICTION
5 0.0000136217 SEMI INFINITE PROGRAMMING//LINEAR INEQUALITY SYSTEMS//GENERALIZED SEMI INFINITE PROGRAMMING
6 0.0000126596 UNCONSTRAINED OPTIMIZATION//GLOBAL CONVERGENCE//SUPERLINEAR CONVERGENCE
7 0.0000125516 SYMMETRIC DUALITY//SECOND ORDER DUALITY//DUALITY THEOREMS
8 0.0000124096 FITZPATRICK FUNCTION//MONOTONIC ANALYSIS//STRONG CONICAL HULL INTERSECTION PROPERTY
9 0.0000101671 TRIALITY THEORY//CANONICAL DUALITY//CANONICAL DUAL TRANSFORMATION
10 0.0000088054 EXCEPTIONAL FAMILY OF ELEMENTS//SMOOTHING NEWTON METHOD//NONLINEAR COMPLEMENTARITY PROBLEM