Class information for:
Level 1: OPTIMAL STATIONARY POLICY//CONTINUOUS TIME MARKOV DECISION PROCESS//ESTADIST CALCULO

Basic class information
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
14 4 MATHEMATICS//MATHEMATICS, APPLIED//MATH 912822
424 3       BUSINESS, FINANCE//INSURANCE MATHEMATICS & ECONOMICS//OPTION PRICING 29904
2932 2             SECRETARY PROBLEM//STOCHASTIC GAMES//MULTI ARMED BANDIT 2955
9559 1                   OPTIMAL STATIONARY POLICY//CONTINUOUS TIME MARKOV DECISION PROCESS//ESTADIST CALCULO 1175

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 OPTIMAL STATIONARY POLICY authKW 778678 3% 97% 30
2 CONTINUOUS TIME MARKOV DECISION PROCESS authKW 551744 2% 86% 24
3 ESTADIST CALCULO address 548387 3% 66% 31
4 DISCRETE TIME MARKOV CONTROL PROCESSES authKW 455961 1% 100% 17
5 MARKOV DECISION PROCESSES authKW 419299 8% 17% 94
6 AVERAGE COST CRITERION authKW 387561 1% 85% 17
7 OPTIMALITY EQUATION authKW 373361 2% 61% 23
8 BOREL STATE SPACE authKW 335260 1% 83% 15
9 UNBOUNDED TRANSITION RATES authKW 295033 1% 100% 11
10 CONSTRAINED OPTIMAL POLICY authKW 268212 1% 100% 10

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Operations Research & Management Science 36070 40% 0% 466
2 Mathematics, Applied 17350 48% 0% 566
3 Automation & Control Systems 11393 21% 0% 244
4 Statistics & Probability 3885 14% 0% 169
5 Computer Science, Cybernetics 1464 3% 0% 40
6 Mathematics 743 12% 0% 144
7 COMPUTER APPLICATIONS & CYBERNETICS 488 1% 0% 7
8 Management 217 3% 0% 40
9 Engineering, Electrical & Electronic 65 7% 0% 84
10 Social Sciences, Mathematical Methods 38 1% 0% 10

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ESTADIST CALCULO 548387 3% 66% 31
2 MATH COMPUTAT SCI 38971 5% 2% 64
3 STAT OPERAT 2 35760 0% 67% 2
4 PROBABIL ESTADIST 30647 0% 29% 4
5 TEAM CQFD 30471 0% 23% 5
6 ASIA PACIFIC OPERAT 26821 0% 100% 1
7 CIENCIAS ACTUARIALES 26821 0% 100% 1
8 COL SAN MANUEL CU 26821 0% 100% 1
9 COURSE ENGN SOCIAL DEV 26821 0% 100% 1
10 ESTADISITCA CALCULO 26821 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MATHEMATICAL METHODS OF OPERATIONS RESEARCH 185638 7% 8% 85
2 MATHEMATICS OF OPERATIONS RESEARCH 107786 7% 5% 88
3 SIAM JOURNAL ON CONTROL AND OPTIMIZATION 56616 8% 2% 89
4 APPLIED MATHEMATICS AND OPTIMIZATION 41531 4% 4% 42
5 OPERATIONS RESEARCH LETTERS 17458 4% 2% 43
6 KYBERNETIKA 16559 3% 2% 33
7 SYSTEMS & CONTROL LETTERS 9832 3% 1% 39
8 JOURNAL OF APPLIED PROBABILITY 9779 3% 1% 36
9 JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS 9361 7% 0% 87
10 OPERATIONS RESEARCH 8458 3% 1% 33

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 OPTIMAL STATIONARY POLICY 778678 3% 97% 30 Search OPTIMAL+STATIONARY+POLICY Search OPTIMAL+STATIONARY+POLICY
2 CONTINUOUS TIME MARKOV DECISION PROCESS 551744 2% 86% 24 Search CONTINUOUS+TIME+MARKOV+DECISION+PROCESS Search CONTINUOUS+TIME+MARKOV+DECISION+PROCESS
3 DISCRETE TIME MARKOV CONTROL PROCESSES 455961 1% 100% 17 Search DISCRETE+TIME+MARKOV+CONTROL+PROCESSES Search DISCRETE+TIME+MARKOV+CONTROL+PROCESSES
4 MARKOV DECISION PROCESSES 419299 8% 17% 94 Search MARKOV+DECISION+PROCESSES Search MARKOV+DECISION+PROCESSES
5 AVERAGE COST CRITERION 387561 1% 85% 17 Search AVERAGE+COST+CRITERION Search AVERAGE+COST+CRITERION
6 OPTIMALITY EQUATION 373361 2% 61% 23 Search OPTIMALITY+EQUATION Search OPTIMALITY+EQUATION
7 BOREL STATE SPACE 335260 1% 83% 15 Search BOREL+STATE+SPACE Search BOREL+STATE+SPACE
8 UNBOUNDED TRANSITION RATES 295033 1% 100% 11 Search UNBOUNDED+TRANSITION+RATES Search UNBOUNDED+TRANSITION+RATES
9 CONSTRAINED OPTIMAL POLICY 268212 1% 100% 10 Search CONSTRAINED+OPTIMAL+POLICY Search CONSTRAINED+OPTIMAL+POLICY
10 OPTIMALITY INEQUALITY 268212 1% 100% 10 Search OPTIMALITY+INEQUALITY Search OPTIMALITY+INEQUALITY

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 21202 STOCHASTIC GAMES//UNIFORM VALUE//STOPPING GAME
2 31281 CONDITION MONITORING MAINTENANCE//AGENT COOPERATION DISTRIBUTED PROBLEM SOLVING//AGENT COOPERATION TEAMWORK
3 35890 ECON MANAGEMENT SOCIAL//EXTRAPROXIMAL METHOD//INVEST ECON ADM SOCIALES
4 25360 RISK SENSITIVE FILTERS//WITSENHAUSEN COUNTEREXAMPLE//RISK SENSITIVE ESTIMATION
5 15151 FLEXIBLE SERVERS//PARALLEL QUEUES//BUCKET BRIGADES
6 20268 STOCHASTIC ADAPTIVE CONTROL//OPTIMALITY ALMOST SURELY//FINITE MODEL ADAPTIVE CONTROL
7 22881 OCCUPATIONAL MEASURES//CONTROL SETS//APPROXIMATION OF SLOW MOTIONS
8 18952 MULTI ARMED BANDIT//GITTINS INDEX//INDEX POLICIES
9 12081 STOCHASTIC APPROXIMATION//PERFORMANCE POTENTIAL//GRADIENT ESTIMATION
10 21648 PAIRS TRADING//SINGULAR STOCHASTIC CONTROL//SELLING RULE

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