Class information for:
Level 1: RANKING AND SELECTION//ORDINAL OPTIMIZATION//OUTPUT ANALYSIS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
7807 1325 24.0 35%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
265 3       ENGINEERING, MANUFACTURING//DISCRETE EVENT SYSTEMS//OPERATIONS RESEARCH & MANAGEMENT SCIENCE 44182
2632 2             DEVS//SIMULATION//DISTRIBUTED SIMULATION 3518
7807 1                   RANKING AND SELECTION//ORDINAL OPTIMIZATION//OUTPUT ANALYSIS 1325

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 RANKING AND SELECTION authKW 731967 5% 49% 65
2 ORDINAL OPTIMIZATION authKW 366569 3% 45% 35
3 OUTPUT ANALYSIS authKW 346149 2% 58% 26
4 SIMULATION OPTIMIZATION authKW 278433 4% 20% 59
5 OPTIMAL COMPUTING BUDGET ALLOCATION authKW 266638 1% 64% 18
6 ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION journal 238965 4% 21% 50
7 BATCH MEANS authKW 218477 1% 59% 16
8 GRADIENT ESTIMATION authKW 218134 2% 35% 27
9 SIMULATION OUTPUT ANALYSIS authKW 190283 1% 52% 16
10 STANDARDIZED TIME SERIES authKW 186654 1% 90% 9

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 75165 54% 0% 712
2 Management 7676 17% 0% 223
3 Computer Science, Interdisciplinary Applications 5995 18% 0% 245
4 Automation & Control Systems 5370 13% 0% 178
5 Engineering, Industrial 4490 10% 0% 136
6 Mathematics, Applied 2765 19% 0% 252
7 Statistics & Probability 2126 10% 0% 135
8 Computer Science, Software Engineering 1287 8% 0% 101
9 Computer Science, Hardware & Architecture 296 3% 0% 39
10 Computer Science, Theory & Methods 212 4% 0% 55

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 SYST ENGN OPERAT 125585 2% 21% 26
2 INFORMAT MANAGEMENT CENTER 92176 0% 100% 4
3 QUANTITAT FINANCIAL DEV 69132 0% 100% 3
4 IND ENGN MANAGEMENT SCI 62543 3% 8% 36
5 H MILTON STEWART IND SYST ENGN 49595 2% 7% 31
6 INGN IND OPERAC 46088 0% 100% 2
7 TECHNOL OPERAT MANAGEMENT AREA 30085 1% 16% 8
8 MATH MODELING GRP 25921 0% 38% 3
9 TECHNOL MANAGEMENT AREA 25040 0% 22% 5
10 BAYER HYPO VEREINSBANK 23044 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 ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION 238965 4% 21% 50
2 DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS 101067 3% 11% 41
3 OPERATIONS RESEARCH 76286 8% 3% 106
4 IIE TRANSACTIONS 46542 5% 3% 72
5 JOURNAL OF SIMULATION 37675 1% 9% 18
6 INFORMS JOURNAL ON COMPUTING 37273 3% 5% 35
7 MANAGEMENT SCIENCE 33195 6% 2% 83
8 OPERATIONS RESEARCH LETTERS 20662 4% 2% 50
9 SIMULATION 15514 2% 3% 24
10 TRANSACTIONS OF THE SOCIETY FOR COMPUTER SIMULATION 10527 0% 11% 4

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 RANKING AND SELECTION 731967 5% 49% 65 Search RANKING+AND+SELECTION Search RANKING+AND+SELECTION
2 ORDINAL OPTIMIZATION 366569 3% 45% 35 Search ORDINAL+OPTIMIZATION Search ORDINAL+OPTIMIZATION
3 OUTPUT ANALYSIS 346149 2% 58% 26 Search OUTPUT+ANALYSIS Search OUTPUT+ANALYSIS
4 SIMULATION OPTIMIZATION 278433 4% 20% 59 Search SIMULATION+OPTIMIZATION Search SIMULATION+OPTIMIZATION
5 OPTIMAL COMPUTING BUDGET ALLOCATION 266638 1% 64% 18 Search OPTIMAL+COMPUTING+BUDGET+ALLOCATION Search OPTIMAL+COMPUTING+BUDGET+ALLOCATION
6 BATCH MEANS 218477 1% 59% 16 Search BATCH+MEANS Search BATCH+MEANS
7 GRADIENT ESTIMATION 218134 2% 35% 27 Search GRADIENT+ESTIMATION Search GRADIENT+ESTIMATION
8 SIMULATION OUTPUT ANALYSIS 190283 1% 52% 16 Search SIMULATION+OUTPUT+ANALYSIS Search SIMULATION+OUTPUT+ANALYSIS
9 STANDARDIZED TIME SERIES 186654 1% 90% 9 Search STANDARDIZED+TIME+SERIES Search STANDARDIZED+TIME+SERIES
10 METHOD OF BATCH MEANS 184351 1% 100% 8 Search METHOD+OF+BATCH+MEANS Search METHOD+OF+BATCH+MEANS

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 TEKIN, E , SABUNCUOGLU, I , (2004) SIMULATION OPTIMIZATION: A COMPREHENSIVE REVIEW ON THEORY AND APPLICATIONS.IIE TRANSACTIONS. VOL. 36. ISSUE 11. P. 1067 -1081 65 64% 85
2 XU, J , HUANG, E , CHEN, CH , LEE, LH , (2015) SIMULATION OPTIMIZATION: A REVIEW AND EXPLORATION IN THE NEW ERA OF CLOUD COMPUTING AND BIG DATA.ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH. VOL. 32. ISSUE 3. P. - 56 54% 2
3 ALEXOPOULOS, C , GOLDSMAN, D , TANG, P , WILSON, JR , (2016) SPSTS: A SEQUENTIAL PROCEDURE FOR ESTIMATING THE STEADY-STATE MEAN USING STANDARDIZED TIME SERIES.IIE TRANSACTIONS. VOL. 48. ISSUE 9. P. 864 -880 20 100% 0
4 AMARAN, S , SAHINIDIS, NV , SHARDA, B , BURY, SJ , (2014) SIMULATION OPTIMIZATION: A REVIEW OF ALGORITHMS AND APPLICATIONS.4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH. VOL. 12. ISSUE 4. P. 301 -333 42 44% 8
5 AMARAN, S , SAHINIDIS, NV , SHARDA, B , BURY, SJ , (2016) SIMULATION OPTIMIZATION: A REVIEW OF ALGORITHMS AND APPLICATIONS.ANNALS OF OPERATIONS RESEARCH. VOL. 240. ISSUE 1. P. 351 -380 41 46% 0
6 SWISHER, JR , HYDEN, PD , JACOBSON, SH , SCHRUBEN, LW , (2004) A SURVEY OF RECENT ADVANCES IN DISCRETE INPUT PARAMETER DISCRETE-EVENT SIMULATION OPTIMIZATION.IIE TRANSACTIONS. VOL. 36. ISSUE 6. P. 591 -600 28 85% 22
7 BERKHOUT, J , (2015) AN ACCELERATED STOPPING RULE FOR THE NESTED PARTITION HYBRID ALGORITHM FOR DISCRETE STOCHASTIC OPTIMIZATION.DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS. VOL. 25. ISSUE 3. P. 441 -452 18 100% 0
8 KUO, CH , TSAI, SC , (2012) SCREENING AND SELECTION PROCEDURES WITH CONTROL VARIATES AND CORRELATION INDUCTION TECHNIQUES.NAVAL RESEARCH LOGISTICS. VOL. 59. ISSUE 5. P. 340 -361 20 91% 0
9 XU, J , HUANG, E , HSIEH, L , LEE, LH , JIA, QS , CHEN, CH , (2016) SIMULATION OPTIMIZATION IN THE ERA OF INDUSTRIAL 4.0 AND THE INDUSTRIAL INTERNET.JOURNAL OF SIMULATION. VOL. 10. ISSUE 4. P. 310 -320 19 86% 0
10 HOAD, K , ROBINSON, S , DAVIES, R , (2010) AUTOMATING WARM-UP LENGTH ESTIMATION.JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY. VOL. 61. ISSUE 9. P. 1389 -1403 19 95% 9

Classes with closest relation at Level 1


Rank Class id link
1 26325 AVERAGE PASSENGER TRAVEL TIME//GOODNESS MEASURE OF SEARCH ENGINES//INTEGRATED CIRCUIT INK MARKING
2 20612 STOCHASTIC APPROXIMATION//NOISE SEQUENCES//RECURSIVE ESTIMATORS
3 20297 RARE EVENT SIMULATION//IMPORTANCE SAMPLING//RARE EVENTS
4 15344 SIMULATION//VISUAL INTERACTIVE SIMULATION//ACTIVITY CYCLE DIAGRAM ACD
5 21983 ESTIMATION AFTER SELECTION//PROBABILITY OF CORRECT SELECTION//SUBSET SELECTION
6 5611 COMPUTER EXPERIMENTS//SURROGATE MODEL//LATIN HYPERCUBE DESIGN
7 5804 PRODUCTION LINES//BUFFER ALLOCATION//UNRELIABLE MACHINES
8 16613 CLOSED QUEUEING NETWORKS//MEAN VALUE ANALYSIS//PERFORMANCE EVALUATION
9 22481 RANDOM VARIATE GENERATION//REJECTION METHOD//TRANSFORMED DENSITY REJECTION
10 28669 FINITARY ISOMORPHISM//SHIFT COUPLING//PALM MEASURE

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