Class information for:
Level 2: DEVS//SIMULATION//DISTRIBUTED SIMULATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2632 3518 24.0 29%


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
15344 1                   SIMULATION//VISUAL INTERACTIVE SIMULATION//ACTIVITY CYCLE DIAGRAM ACD 717
16623 1                   TIME WARP//DISTRIBUTED SIMULATION//PARALLEL DISCRETE EVENT SIMULATION 644
20364 1                   DEVS//ARIZONA INTEGRAT MODELING SIMULAT//QUANTIZED STATE SYSTEMS 464
26325 1                   AVERAGE PASSENGER TRAVEL TIME//GOODNESS MEASURE OF SEARCH ENGINES//INTEGRATED CIRCUIT INK MARKING 257
34438 1                   PERSONNEL ORIENTED SIMULATION//INPUT DATA MANAGEMENT//CMSD 111

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 DEVS authKW 463076 2% 68% 78
2 SIMULATION journal 390518 6% 23% 196
3 DISTRIBUTED SIMULATION authKW 325605 2% 45% 84
4 TIME WARP authKW 297691 1% 84% 41
5 RANKING AND SELECTION authKW 275603 2% 49% 65
6 SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL journal 263115 5% 18% 165
7 ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION journal 197076 2% 31% 74
8 DISCRETE EVENT SIMULATION authKW 194653 4% 16% 138
9 PARALLEL DISCRETE EVENT SIMULATION authKW 193255 1% 64% 35
10 OUTPUT ANALYSIS authKW 185302 1% 69% 31

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 69778 32% 1% 1125
2 Computer Science, Interdisciplinary Applications 37867 28% 0% 990
3 Computer Science, Software Engineering 31991 22% 0% 783
4 Engineering, Industrial 12605 11% 0% 371
5 Management 7778 11% 0% 372
6 Computer Science, Theory & Methods 6208 12% 0% 425
7 Automation & Control Systems 3669 7% 0% 247
8 Engineering, Manufacturing 3160 5% 0% 191
9 Computer Science, Hardware & Architecture 3034 5% 0% 193
10 Mathematics, Applied 1512 9% 0% 332

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 ARIZONA INTEGRAT MODELING SIMULAT 163942 1% 82% 23
2 SYST ENGN OPERAT 47267 1% 21% 26
3 EXPT COMP 39047 0% 75% 6
4 INFORMAT MANAGEMENT CENTER 34712 0% 100% 4
5 INGN SOFTWARE 31940 0% 41% 9
6 SISTEMAS DINAM 28383 0% 27% 12
7 QUANTITAT FINANCIAL DEV 26034 0% 100% 3
8 IND ENGN MANAGEMENT SCI 23511 1% 8% 36
9 FCEIA 21269 1% 14% 18
10 H MILTON STEWART IND SYST ENGN 19865 1% 7% 32

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 SIMULATION 390518 6% 23% 196
2 SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL 263115 5% 18% 165
3 ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION 197076 2% 31% 74
4 JOURNAL OF SIMULATION 73609 1% 21% 41
5 TRANSACTIONS OF THE SOCIETY FOR COMPUTER SIMULATION INTERNATIONAL 73293 1% 33% 26
6 SIMULATION MODELLING PRACTICE AND THEORY 50516 3% 7% 88
7 DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS 43787 1% 11% 44
8 TRANSACTIONS OF THE SOCIETY FOR COMPUTER SIMULATION 41885 0% 37% 13
9 SIMULATION PRACTICE AND THEORY 38951 0% 28% 16
10 OPERATIONS RESEARCH 30248 3% 3% 109

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 DEVS 463076 2% 68% 78 Search DEVS Search DEVS
2 DISTRIBUTED SIMULATION 325605 2% 45% 84 Search DISTRIBUTED+SIMULATION Search DISTRIBUTED+SIMULATION
3 TIME WARP 297691 1% 84% 41 Search TIME+WARP Search TIME+WARP
4 RANKING AND SELECTION 275603 2% 49% 65 Search RANKING+AND+SELECTION Search RANKING+AND+SELECTION
5 DISCRETE EVENT SIMULATION 194653 4% 16% 138 Search DISCRETE+EVENT+SIMULATION Search DISCRETE+EVENT+SIMULATION
6 PARALLEL DISCRETE EVENT SIMULATION 193255 1% 64% 35 Search PARALLEL+DISCRETE+EVENT+SIMULATION Search PARALLEL+DISCRETE+EVENT+SIMULATION
7 OUTPUT ANALYSIS 185302 1% 69% 31 Search OUTPUT+ANALYSIS Search OUTPUT+ANALYSIS
8 PARALLEL SIMULATION 173751 1% 39% 52 Search PARALLEL+SIMULATION Search PARALLEL+SIMULATION
9 SIMULATION OPTIMIZATION 160462 2% 25% 73 Search SIMULATION+OPTIMIZATION Search SIMULATION+OPTIMIZATION
10 ORDINAL OPTIMIZATION 138019 1% 45% 35 Search ORDINAL+OPTIMIZATION Search ORDINAL+OPTIMIZATION

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 67 66% 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 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 45 47% 8
4 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 44 49% 0
5 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
6 PAWLIKOWSKI, K , (1990) STEADY-STATE SIMULATION OF QUEUING-PROCESSES - A SURVEY OF PROBLEMS AND SOLUTIONS.COMPUTING SURVEYS. VOL. 22. ISSUE 2. P. 123-170 48 84% 70
7 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 29 88% 22
8 JAFER, S , LIU, Q , WAINER, G , (2013) SYNCHRONIZATION METHODS IN PARALLEL AND DISTRIBUTED DISCRETE-EVENT SIMULATION.SIMULATION MODELLING PRACTICE AND THEORY. VOL. 30. ISSUE . P. 54 -73 31 62% 13
9 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
10 XIAO, H , LEE, LH , CHEN, CH , (2015) OPTIMAL BUDGET ALLOCATION RULE FOR SIMULATION OPTIMIZATION USING QUADRATIC REGRESSION IN PARTITIONED DOMAINS.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS. VOL. 45. ISSUE 7. P. 1047 -1062 22 79% 0

Classes with closest relation at Level 2


Rank Class id link
1 832 QUEUEING SYSTEMS//QUEUEING//PERFORMANCE EVALUATION
2 3507 SPECTRAL TEST//RANDOM NUMBERS//UNIFORM PSEUDORANDOM NUMBERS
3 3976 PREDICTION WITH EXPERT ADVICE//GAME THEORETIC PROBABILITY//REGRET MINIMIZATION
4 2575 DISCRETE EVENT SYSTEMS//PETRI NETS//SUPERVISORY CONTROL
5 3448 DERIVATIVE FREE OPTIMIZATION//GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD
6 326 SCHEDULING//INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH//OPERATIONS RESEARCH & MANAGEMENT SCIENCE
7 1751 MANUFACTURING STRATEGY//ENTERPRISE INFORMATION SYSTEMS//ENGINEERING, MANUFACTURING
8 1354 POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENTS
9 2415 SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE//SYSTEMIC PRACTICE AND ACTION RESEARCH//SYSTEMS PRACTICE
10 4123 INTELLIGENT PRODUCT SUPPORT//ELECTRONIC ASSEMBLIES COMPONENT SELECTION//GREAT EAGLE 25F

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