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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
12564 897 25.9 32%


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
377 3       TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//LATTICE RULES 32367
1509 2             IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS//DIFFERENTIAL EVOLUTION 7529
12564 1                   RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS 897

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 RUNTIME ANALYSIS authKW 1468498 7% 68% 63
2 EVOLUTIONARY COMPUTATION journal 1089398 14% 26% 122
3 ESTIMATION OF DISTRIBUTION ALGORITHMS authKW 693304 8% 30% 68
4 LINKAGE LEARNING authKW 364708 2% 71% 15
5 LS 2 address 283665 1% 83% 10
6 RANDOMIZED SEARCH HEURISTICS authKW 275724 1% 90% 9
7 BLACK BOX COMPLEXITY authKW 242062 1% 89% 8
8 EXPECTED OPTIMIZATION TIME authKW 204241 1% 100% 6
9 COMP SCI 11 address 189103 1% 56% 10
10 RUNNING TIME ANALYSIS authKW 185327 1% 78% 7

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 Computer Science, Theory & Methods 38240 57% 0% 507
2 Computer Science, Artificial Intelligence 21214 40% 0% 360
3 Computer Science, Software Engineering 973 8% 0% 72
4 Computer Science, Cybernetics 881 3% 0% 27
5 Computer Science, Information Systems 620 7% 0% 66
6 Computer Science, Interdisciplinary Applications 410 6% 0% 57
7 Mathematics, Applied 279 8% 0% 74
8 Operations Research & Management Science 123 3% 0% 28
9 Computer Science, Hardware & Architecture 94 2% 0% 19
10 Statistics & Probability 69 3% 0% 24

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 LS 2 283665 1% 83% 10
2 COMP SCI 11 189103 1% 56% 10
3 ILLINOIS GENET ALGORITHMS 170181 2% 33% 15
4 FB INFORMAT 162697 3% 15% 31
5 GENET ALGORITHMS 76589 0% 75% 3
6 CCB 320 68080 0% 100% 2
7 ILLINOIS GAL 68080 0% 100% 2
8 RANDOM GR H 68080 0% 100% 2
9 REAL WORLD COMP PARTNERSHIP THEORET FDN GMD 68080 0% 100% 2
10 CERCIA 57647 1% 14% 12

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 EVOLUTIONARY COMPUTATION 1089398 14% 26% 122
2 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 178389 7% 8% 67
3 THEORETICAL COMPUTER SCIENCE 17802 8% 1% 75
4 LECTURE NOTES IN COMPUTER SCIENCE 15899 23% 0% 204
5 GENETIC PROGRAMMING AND EVOLVABLE MACHINES 10347 1% 4% 7
6 ALGORITHMICA 9270 3% 1% 25
7 NATURAL COMPUTING 3383 1% 2% 6
8 SOFT COMPUTING 2639 1% 1% 13
9 ARTIFICIAL INTELLIGENCE 2498 1% 1% 13
10 INFORMATION SCIENCES 2129 2% 0% 22

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 RUNTIME ANALYSIS 1468498 7% 68% 63 Search RUNTIME+ANALYSIS Search RUNTIME+ANALYSIS
2 ESTIMATION OF DISTRIBUTION ALGORITHMS 693304 8% 30% 68 Search ESTIMATION+OF+DISTRIBUTION+ALGORITHMS Search ESTIMATION+OF+DISTRIBUTION+ALGORITHMS
3 LINKAGE LEARNING 364708 2% 71% 15 Search LINKAGE+LEARNING Search LINKAGE+LEARNING
4 RANDOMIZED SEARCH HEURISTICS 275724 1% 90% 9 Search RANDOMIZED+SEARCH+HEURISTICS Search RANDOMIZED+SEARCH+HEURISTICS
5 BLACK BOX COMPLEXITY 242062 1% 89% 8 Search BLACK+BOX+COMPLEXITY Search BLACK+BOX+COMPLEXITY
6 EXPECTED OPTIMIZATION TIME 204241 1% 100% 6 Search EXPECTED+OPTIMIZATION+TIME Search EXPECTED+OPTIMIZATION+TIME
7 RUNNING TIME ANALYSIS 185327 1% 78% 7 Search RUNNING+TIME+ANALYSIS Search RUNNING+TIME+ANALYSIS
8 BAYESIAN OPTIMIZATION ALGORITHM 179069 1% 48% 11 Search BAYESIAN+OPTIMIZATION+ALGORITHM Search BAYESIAN+OPTIMIZATION+ALGORITHM
9 WALSH ANALYSIS 155605 1% 57% 8 Search WALSH+ANALYSIS Search WALSH+ANALYSIS
10 PROGRESS RATE 153178 1% 75% 6 Search PROGRESS+RATE Search PROGRESS+RATE

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 HAUSCHILD, M , PELIKAN, M , (2011) AN INTRODUCTION AND SURVEY OF ESTIMATION OF DISTRIBUTION ALGORITHMS.SWARM AND EVOLUTIONARY COMPUTATION. VOL. 1. ISSUE 3. P. 111 -128 27 73% 77
2 ZHOU, D , LUO, D , LU, RQ , HAN, ZG , (2012) THE USE OF TAIL INEQUALITIES ON THE PROBABLE COMPUTATIONAL TIME OF RANDOMIZED SEARCH HEURISTICS.THEORETICAL COMPUTER SCIENCE. VOL. 436. ISSUE . P. 106 -117 25 89% 4
3 ZHANG, YS , HU, GW , (2015) AN ANALYTICAL FRAMEWORK FOR RUNTIME OF A CLASS OF CONTINUOUS EVOLUTIONARY ALGORITHMS.COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. VOL. . ISSUE . P. - 25 83% 0
4 ZHANG, YS , HUANG, H , HAO, ZF , HU, GW , (2016) FIRST HITTING TIME ANALYSIS OF CONTINUOUS EVOLUTIONARY ALGORITHMS BASED ON AVERAGE GAIN.CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS. VOL. 19. ISSUE 3. P. 1323 -1332 21 84% 0
5 SUDHOLT, D , (2013) A NEW METHOD FOR LOWER BOUNDS ON THE RUNNING TIME OF EVOLUTIONARY ALGORITHMS.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 17. ISSUE 3. P. 418-435 17 94% 22
6 LARRANAGA, P , KARSHENAS, H , BIELZA, C , SANTANA, R , (2012) A REVIEW ON PROBABILISTIC GRAPHICAL MODELS IN EVOLUTIONARY COMPUTATION.JOURNAL OF HEURISTICS. VOL. 18. ISSUE 5. P. 795 -819 26 65% 9
7 CHEN, TS , TANG, K , CHEN, GL , YAO, X , (2010) ANALYSIS OF COMPUTATIONAL TIME OF SIMPLE ESTIMATION OF DISTRIBUTION ALGORITHMS.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 14. ISSUE 1. P. 1-22 18 90% 25
8 MOTOKI, T , (2010) A NEW METHOD FOR MODELING THE BEHAVIOR OF FINITE POPULATION EVOLUTIONARY ALGORITHMS.EVOLUTIONARY COMPUTATION. VOL. 18. ISSUE 3. P. 451 -489 18 95% 1
9 YU, Y , QIAN, C , ZHOU, ZH , (2015) SWITCH ANALYSIS FOR RUNNING TIME ANALYSIS OF EVOLUTIONARY ALGORITHMS.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 19. ISSUE 6. P. 777 -792 16 89% 3
10 WITT, C , (2008) POPULATION SIZE VERSUS RUNTIME OF A SIMPLE EVOLUTIONARY ALGORITHM.THEORETICAL COMPUTER SCIENCE. VOL. 403. ISSUE 1. P. 104-120 17 100% 18

Classes with closest relation at Level 1


Rank Class id link
1 513 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
2 15456 GENETIC PROGRAMMING//GENETIC PROGRAMMING AND EVOLVABLE MACHINES//BIOCOMP DEV SYST GRP
3 18561 GENOTYPE PHENOTYPE MAP//ELEMENTARY LANDSCAPES//NEUTRAL NETWORKS
4 4720 MULTI OBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
5 12116 SIMULATED ANNEALING//EXTREMAL OPTIMIZATION//ADAPTIVE COOLING SCHEDULE
6 21199 LEARNING CLASSIFIER SYSTEMS//XCS//CLASSIFIER SYSTEMS
7 25281 HP MODEL//AB OFF LATTICE MODEL//PROTEIN FOLDING PROBLEM
8 20487 QUANTIFIED BOOLEAN FORMULAS//MAX SAT//CONFIGURATION CHECKING
9 31296 ELEVATOR//UP PEAK TRAFFIC//ELEVATOR GROUP CONTROL SYSTEM
10 13059 ANT COLONY OPTIMIZATION//ANT ALGORITHM//ANT COLONY OPTIMIZATION ACO

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