Class information for:
Level 1: ROBUST OPTIMIZATION//CHANCE CONSTRAINTS//PROBABILISTIC CONSTRAINTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
12573 896 27.8 49%


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
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
67 3       ECONOMICS//BUSINESS, FINANCE//ECON 84262
1673 2             COPULA//INSURANCE MATHEMATICS & ECONOMICS//STOCHASTIC PROGRAMMING 6803
12573 1                   ROBUST OPTIMIZATION//CHANCE CONSTRAINTS//PROBABILISTIC CONSTRAINTS 896

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ROBUST OPTIMIZATION authKW 1402380 24% 19% 215
2 CHANCE CONSTRAINTS authKW 511425 5% 37% 41
3 PROBABILISTIC CONSTRAINTS authKW 505017 4% 44% 34
4 PROBABILISTIC ROBUSTNESS authKW 243410 1% 71% 10
5 ROBUST CONVEX OPTIMIZATION authKW 242332 1% 89% 8
6 DISTRIBUTIONAL ROBUSTNESS authKW 198269 1% 73% 8
7 CMARS authKW 175257 1% 86% 6
8 NUS RISK MANAGEMENT address 166979 1% 70% 7
9 RISK ANALYT OPTIMIZAT CHAIR address 166979 1% 70% 7
10 ROBUST PORTFOLIO SELECTION authKW 141991 1% 83% 5

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Operations Research & Management Science 49249 53% 0% 474
2 Automation & Control Systems 7029 19% 0% 166
3 Mathematics, Applied 5426 31% 0% 281
4 Management 1657 10% 0% 87
5 Computer Science, Software Engineering 1219 9% 0% 80
6 Mathematics, Interdisciplinary Applications 525 6% 0% 53
7 Business, Finance 295 3% 0% 26
8 Engineering, Electrical & Electronic 254 12% 0% 110
9 Engineering, Industrial 245 3% 0% 28
10 Computer Science, Interdisciplinary Applications 239 5% 0% 45

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NUS RISK MANAGEMENT 166979 1% 70% 7
2 RISK ANALYT OPTIMIZAT CHAIR 166979 1% 70% 7
3 OPTIMIZAT INTELLIGENT SYST 51114 0% 50% 3
4 WINGED SPACE VEHICLE OFF 45436 0% 67% 2
5 CARISMA ANAL RISK OPTIMISAT MODELLING 34078 0% 100% 1
6 CENTER EXTRAMURAL FELLOW 34078 0% 100% 1
7 CHANGSHA SHUYUAN RD BRANCH 34078 0% 100% 1
8 COMPUTAT STOCHAST OPTIMIZAT 34078 0% 100% 1
9 DADS MSDS 34078 0% 100% 1
10 DFG RTG OURCE EFFICIENCY INTERORG NETWORKS 170 34078 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 MATHEMATICAL PROGRAMMING 40693 7% 2% 61
2 OPERATIONS RESEARCH 29250 6% 2% 54
3 SIAM JOURNAL ON OPTIMIZATION 15936 3% 2% 29
4 AUTOMATION AND REMOTE CONTROL 13072 4% 1% 38
5 OPERATIONS RESEARCH LETTERS 12512 4% 1% 32
6 OPTIMIZATION METHODS & SOFTWARE 6706 2% 1% 14
7 MATHEMATICS OF OPERATIONS RESEARCH 5831 2% 1% 18
8 EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 5736 6% 0% 50
9 AUTOMATICA 5595 4% 0% 36
10 ANNALS OF OPERATIONS RESEARCH 4450 2% 1% 21

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 ROBUST OPTIMIZATION 1402380 24% 19% 215 Search ROBUST+OPTIMIZATION Search ROBUST+OPTIMIZATION
2 CHANCE CONSTRAINTS 511425 5% 37% 41 Search CHANCE+CONSTRAINTS Search CHANCE+CONSTRAINTS
3 PROBABILISTIC CONSTRAINTS 505017 4% 44% 34 Search PROBABILISTIC+CONSTRAINTS Search PROBABILISTIC+CONSTRAINTS
4 PROBABILISTIC ROBUSTNESS 243410 1% 71% 10 Search PROBABILISTIC+ROBUSTNESS Search PROBABILISTIC+ROBUSTNESS
5 ROBUST CONVEX OPTIMIZATION 242332 1% 89% 8 Search ROBUST+CONVEX+OPTIMIZATION Search ROBUST+CONVEX+OPTIMIZATION
6 DISTRIBUTIONAL ROBUSTNESS 198269 1% 73% 8 Search DISTRIBUTIONAL+ROBUSTNESS Search DISTRIBUTIONAL+ROBUSTNESS
7 CMARS 175257 1% 86% 6 Search CMARS Search CMARS
8 ROBUST PORTFOLIO SELECTION 141991 1% 83% 5 Search ROBUST+PORTFOLIO+SELECTION Search ROBUST+PORTFOLIO+SELECTION
9 JOINT CHANCE CONSTRAINTS 121705 1% 71% 5 Search JOINT+CHANCE+CONSTRAINTS Search JOINT+CHANCE+CONSTRAINTS
10 CONIC QUADRATIC PROGRAMMING 121158 1% 44% 8 Search CONIC+QUADRATIC+PROGRAMMING Search CONIC+QUADRATIC+PROGRAMMING

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 GABREL, V , MURAT, C , THIELE, A , (2014) RECENT ADVANCES IN ROBUST OPTIMIZATION: AN OVERVIEW.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 235. ISSUE 3. P. 471 -483 71 51% 73
2 BERTSIMAS, D , BROWN, DB , CARAMANIS, C , (2011) THEORY AND APPLICATIONS OF ROBUST OPTIMIZATION.SIAM REVIEW. VOL. 53. ISSUE 3. P. 464 -501 48 63% 306
3 CALAFIORE, GC , DABBENE, F , TEMPO, R , (2011) RESEARCH ON PROBABILISTIC METHODS FOR CONTROL SYSTEM DESIGN.AUTOMATICA. VOL. 47. ISSUE 7. P. 1279 -1293 43 63% 39
4 CARE, A , GARATTI, S , CAMPI, MC , (2014) FAST-FAST ALGORITHM FOR THE SCENARIO TECHNIQUE.OPERATIONS RESEARCH. VOL. 62. ISSUE 3. P. 662-671 25 100% 0
5 KIM, JH , KIM, WC , FABOZZI, FJ , (2014) RECENT DEVELOPMENTS IN ROBUST PORTFOLIOS WITH A WORST-CASE APPROACH.JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. VOL. 161. ISSUE 1. P. 103-121 30 81% 2
6 JIANG, RW , GUAN, YP , (2016) DATA-DRIVEN CHANCE CONSTRAINED STOCHASTIC PROGRAM.MATHEMATICAL PROGRAMMING. VOL. 158. ISSUE 1-2. P. 291 -327 22 92% 2
7 HANASUSANTO, GA , ROITCH, V , KUHN, D , WIESEMANN, W , (2015) A DISTRIBUTIONALLY ROBUST PERSPECTIVE ON UNCERTAINTY QUANTIFICATION AND CHANCE CONSTRAINED PROGRAMMING.MATHEMATICAL PROGRAMMING. VOL. 151. ISSUE 1. P. 35 -62 24 89% 1
8 WIESEMANN, W , KUHN, D , SIM, M , (2014) DISTRIBUTIONALLY ROBUST CONVEX OPTIMIZATION.OPERATIONS RESEARCH. VOL. 62. ISSUE 6. P. 1358 -1376 28 74% 7
9 CAMPI, MC , GARATTI, S , (2011) A SAMPLING-AND-DISCARDING APPROACH TO CHANCE-CONSTRAINED OPTIMIZATION: FEASIBILITY AND OPTIMALITY.JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. VOL. 148. ISSUE 2. P. 257 -280 24 77% 64
10 ALAMO, T , TEMPO, R , LUQUE, A , RAMIREZ, DR , (2015) RANDOMIZED METHODS FOR DESIGN OF UNCERTAIN SYSTEMS: SAMPLE COMPLEXITY AND SEQUENTIAL ALGORITHMS.AUTOMATICA. VOL. 52. ISSUE . P. 160 -172 24 73% 9

Classes with closest relation at Level 1


Rank Class id link
1 23029 MINMAX REGRET//FUZZY MATROID//MINMAX REGRET OPTIMIZATION
2 10103 STOCHASTIC PROGRAMMING//BRANCH AND FIX COORDINATION//SCENARIO GENERATION
3 9121 COHERENT RISK MEASURES//RISK MEASURES//OPTIMAL REINSURANCE
4 18136 JOURNAL OF PORTFOLIO MANAGEMENT//ESTIMATION RISK//MINIMUM VARIANCE PORTFOLIO
5 8841 UNCERTAINTY THEORY//PORTFOLIO SELECTION//UNCERTAIN VARIABLE
6 26100 HOSE MODEL//OSPF//TWO PHASE ROUTING
7 28049 PROBABILITY BOUNDS//BIVARIATE BINOMIAL MOMENTS//DISCRETE MOMENT PROBLEM
8 20897 COMONOTONICITY//SUPERMODULAR ORDER//COMPLETE MIXABILITY
9 16373 SEMI INFINITE PROGRAMMING//LINEAR INEQUALITY SYSTEMS//LINEAR SEMI INFINITE PROGRAMMING
10 13892 POSITIVE POLYNOMIALS//POSITIVSTELLENSATZ//SUM OF SQUARES

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