Class information for:
Level 1: RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS

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
11 4 ECOLOGY//ZOOLOGY//MARINE & FRESHWATER BIOLOGY 1214215
474 3       ADAPTIVE DYNAMICS//ECOLOGY//EXPERIMENTAL EVOLUTION 25201
1698 2             EXPERIMENTAL EVOLUTION//EVOLUTIONARY COMPUTATION//RUNTIME ANALYSIS 7033
10998 1                   RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS 1045

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 RUNTIME ANALYSIS authKW 1646941 7% 73% 75
2 EVOLUTIONARY COMPUTATION journal 1218449 14% 28% 142
3 ESTIMATION OF DISTRIBUTION ALGORITHMS authKW 654039 7% 30% 72
4 LS 2 address 251314 1% 83% 10
5 BLACK BOX COMPLEXITY authKW 244279 1% 90% 9
6 RANDOMIZED SEARCH HEURISTICS authKW 244279 1% 90% 9
7 LINKAGE LEARNING authKW 231658 1% 59% 13
8 RUNNING TIME ANALYSIS authKW 193008 1% 80% 8
9 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal 183973 7% 8% 74
10 EXPECTED OPTIMIZATION TIME authKW 180948 1% 100% 6

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Theory & Methods 40637 54% 0% 563
2 Computer Science, Artificial Intelligence 25778 41% 0% 431
3 Computer Science, Cybernetics 1259 3% 0% 35
4 Computer Science, Software Engineering 972 7% 0% 78
5 Computer Science, Information Systems 612 7% 0% 72
6 Computer Science, Interdisciplinary Applications 532 7% 0% 70
7 Mathematics, Applied 351 9% 0% 89
8 Operations Research & Management Science 170 3% 0% 35
9 Computer Science, Hardware & Architecture 108 2% 0% 22
10 Automation & Control Systems 95 2% 0% 25

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 LS 2 251314 1% 83% 10
2 COMP SCI 11 167536 1% 56% 10
3 ILLINOIS GENET ALGORITHMS 150770 1% 33% 15
4 FB INFORMAT 144136 3% 15% 31
5 GENET ALGORITHMS 67854 0% 75% 3
6 CCB 320 60316 0% 100% 2
7 ILLINOIS GAL 60316 0% 100% 2
8 REAL WORLD COMP PARTNERSHIP THEORET FDN GMD 60316 0% 100% 2
9 EXCELLENCE COMPUTAT INTELLIGENCE PLIC 51099 1% 17% 10
10 MISSOURI ESTIMAT DISTRIBUT ALGORITHMS 40209 0% 67% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 EVOLUTIONARY COMPUTATION 1218449 14% 28% 142
2 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 183973 7% 8% 74
3 LECTURE NOTES IN COMPUTER SCIENCE 16051 21% 0% 218
4 THEORETICAL COMPUTER SCIENCE 15932 7% 1% 76
5 ALGORITHMICA 12173 3% 1% 31
6 GENETIC PROGRAMMING AND EVOLVABLE MACHINES 11141 1% 5% 8
7 NATURAL COMPUTING 6182 1% 2% 9
8 IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 5038 1% 3% 6
9 SOFT COMPUTING 2378 1% 1% 14
10 ARTIFICIAL INTELLIGENCE 2148 1% 1% 13

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 RUNTIME ANALYSIS 1646941 7% 73% 75 Search RUNTIME+ANALYSIS Search RUNTIME+ANALYSIS
2 ESTIMATION OF DISTRIBUTION ALGORITHMS 654039 7% 30% 72 Search ESTIMATION+OF+DISTRIBUTION+ALGORITHMS Search ESTIMATION+OF+DISTRIBUTION+ALGORITHMS
3 BLACK BOX COMPLEXITY 244279 1% 90% 9 Search BLACK+BOX+COMPLEXITY Search BLACK+BOX+COMPLEXITY
4 RANDOMIZED SEARCH HEURISTICS 244279 1% 90% 9 Search RANDOMIZED+SEARCH+HEURISTICS Search RANDOMIZED+SEARCH+HEURISTICS
5 LINKAGE LEARNING 231658 1% 59% 13 Search LINKAGE+LEARNING Search LINKAGE+LEARNING
6 RUNNING TIME ANALYSIS 193008 1% 80% 8 Search RUNNING+TIME+ANALYSIS Search RUNNING+TIME+ANALYSIS
7 EXPECTED OPTIMIZATION TIME 180948 1% 100% 6 Search EXPECTED+OPTIMIZATION+TIME Search EXPECTED+OPTIMIZATION+TIME
8 WALSH ANALYSIS 174480 1% 64% 9 Search WALSH+ANALYSIS Search WALSH+ANALYSIS
9 BAYESIAN OPTIMIZATION ALGORITHM 152035 1% 46% 11 Search BAYESIAN+OPTIMIZATION+ALGORITHM Search BAYESIAN+OPTIMIZATION+ALGORITHM
10 DRIFT ANALYSIS 150780 1% 50% 10 Search DRIFT+ANALYSIS Search DRIFT+ANALYSIS

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 25405 ELEMENTARY LANDSCAPES//FITNESS LANDSCAPES//GENOTYPE PHENOTYPE MAP
2 488 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
3 15745 GENETIC PROGRAMMING//GENETIC PROGRAMMING AND EVOLVABLE MACHINES//GRAMMATICAL EVOLUTION
4 3788 MULTI OBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
5 22121 LEARNING CLASSIFIER SYSTEMS//XCS//XCSF
6 34816 AD T ALGORITHMS SYST GRP//AGENT PLATFORM AS A SERVICE//AUGMENTED CLOUD
7 12690 SIMULATED ANNEALING//ADAPTIVE COOLING SCHEDULE//PARALLEL SIMULATED ANNEALING
8 31850 ELEVATOR//UP PEAK TRAFFIC//GENETIC NETWORK PROGRAMMING
9 14252 ANT COLONY OPTIMIZATION//ANT COLONY OPTIMIZATION ACO//ANT ALGORITHM
10 38775 AGENT BASED UTILITY//AXIOMATIC CONSTRAINTS//BACKFITTING PROCEDURE

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