Class information for:
Level 1: MULTI OBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4720 1738 33.6 44%


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
4720 1                   MULTI OBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 1738

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 MULTI OBJECTIVE OPTIMIZATION authKW 1397045 37% 12% 644
2 MANY OBJECTIVE OPTIMIZATION authKW 909174 3% 89% 58
3 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal 396288 8% 16% 139
4 EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION authKW 388606 3% 44% 50
5 EVOLUTIONARY ALGORITHMS authKW 312816 14% 8% 237
6 MULTI OBJECTIVE EVOLUTIONARY ALGORITHM authKW 254977 4% 22% 66
7 HYPERVOLUME INDICATOR authKW 197627 1% 75% 15
8 CROWDING DISTANCE authKW 181215 1% 74% 14
9 KANGAL address 148800 1% 71% 12
10 DYNAMIC MULTIOBJECTIVE OPTIMIZATION authKW 142295 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 Computer Science, Artificial Intelligence 41762 40% 0% 703
2 Computer Science, Theory & Methods 19489 29% 0% 510
3 Operations Research & Management Science 9114 17% 0% 290
4 Computer Science, Interdisciplinary Applications 6861 17% 0% 301
5 Engineering, General 4752 13% 0% 225
6 Computer Science, Cybernetics 1823 3% 0% 54
7 Computer Science, Information Systems 1373 8% 0% 136
8 Automation & Control Systems 748 5% 0% 81
9 Computer Science, Software Engineering 347 4% 0% 65
10 Mathematics, Interdisciplinary Applications 339 4% 0% 63

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 KANGAL 148800 1% 71% 12
2 EVOLUTIONARY COMPUTAT GRP 83205 1% 28% 17
3 MULTIDISCIPLINARY DESIGN 70266 0% 67% 6
4 KANPUR GENET ALGORITHMS 62728 1% 36% 10
5 PREDICT CONTROL HEURIST OPTIMIZAT GRP 48794 0% 56% 5
6 MULTIDISCIPLINARY DESIGN OPTIMIZAT 45167 0% 43% 6
7 CPGEI DAINF 35135 0% 100% 2
8 SISTEMAS INFORMAT TELEMAT 35135 0% 100% 2
9 YINCHUAN 35135 0% 100% 2
10 DEV INTELLIGENT SYST 31364 0% 36% 5

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 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 396288 8% 16% 139
2 EVOLUTIONARY COMPUTATION 98174 3% 11% 51
3 ENGINEERING OPTIMIZATION 51149 4% 5% 63
4 SOFT COMPUTING 20245 3% 2% 50
5 STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 16346 2% 2% 43
6 APPLIED SOFT COMPUTING 15581 3% 2% 57
7 JOURNAL OF HEURISTICS 14660 1% 4% 21
8 IEEE TRANSACTIONS ON CYBERNETICS 14520 2% 3% 28
9 LECTURE NOTES IN COMPUTER SCIENCE 9438 13% 0% 221
10 INFORMATION SCIENCES 9070 4% 1% 63

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 MULTI OBJECTIVE OPTIMIZATION 1397045 37% 12% 644 Search MULTI+OBJECTIVE+OPTIMIZATION Search MULTI+OBJECTIVE+OPTIMIZATION
2 MANY OBJECTIVE OPTIMIZATION 909174 3% 89% 58 Search MANY+OBJECTIVE+OPTIMIZATION Search MANY+OBJECTIVE+OPTIMIZATION
3 EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION 388606 3% 44% 50 Search EVOLUTIONARY+MULTIOBJECTIVE+OPTIMIZATION Search EVOLUTIONARY+MULTIOBJECTIVE+OPTIMIZATION
4 EVOLUTIONARY ALGORITHMS 312816 14% 8% 237 Search EVOLUTIONARY+ALGORITHMS Search EVOLUTIONARY+ALGORITHMS
5 MULTI OBJECTIVE EVOLUTIONARY ALGORITHM 254977 4% 22% 66 Search MULTI+OBJECTIVE+EVOLUTIONARY+ALGORITHM Search MULTI+OBJECTIVE+EVOLUTIONARY+ALGORITHM
6 HYPERVOLUME INDICATOR 197627 1% 75% 15 Search HYPERVOLUME+INDICATOR Search HYPERVOLUME+INDICATOR
7 CROWDING DISTANCE 181215 1% 74% 14 Search CROWDING+DISTANCE Search CROWDING+DISTANCE
8 DYNAMIC MULTIOBJECTIVE OPTIMIZATION 142295 1% 90% 9 Search DYNAMIC+MULTIOBJECTIVE+OPTIMIZATION Search DYNAMIC+MULTIOBJECTIVE+OPTIMIZATION
9 EPSILON DOMINANCE 141705 1% 73% 11 Search EPSILON+DOMINANCE Search EPSILON+DOMINANCE
10 HYPERVOLUME 127514 1% 52% 14 Search HYPERVOLUME Search HYPERVOLUME

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 ZHOU, AM , QU, BY , LI, H , ZHAO, SZ , SUGANTHAN, PN , ZHANG, QF , (2011) MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS: A SURVEY OF THE STATE OF THE ART.SWARM AND EVOLUTIONARY COMPUTATION. VOL. 1. ISSUE 1. P. 32 -49 98 51% 369
2 LI, K , DEB, K , ZHANG, QF , KWONG, S , (2015) AN EVOLUTIONARY MANY-OBJECTIVE OPTIMIZATION ALGORITHM BASED ON DOMINANCE AND DECOMPOSITION.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 19. ISSUE 5. P. 694 -716 38 95% 20
3 DEB, K , JAIN, H , (2014) AN EVOLUTIONARY MANY-OBJECTIVE OPTIMIZATION ALGORITHM USING REFERENCE-POINT-BASED NONDOMINATED SORTING APPROACH, PART I: SOLVING PROBLEMS WITH BOX CONSTRAINTS.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 18. ISSUE 4. P. 577 -601 26 87% 179
4 YUAN, Y , XU, H , WANG, B , YAO, X , (2016) A NEW DOMINANCE RELATION-BASED EVOLUTIONARY ALGORITHM FOR MANY-OBJECTIVE OPTIMIZATION.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 20. ISSUE 1. P. 16 -37 32 86% 8
5 ISHIBUCHI, H , AKEDO, N , NOJIMA, Y , (2015) BEHAVIOR OF MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS ON MANY-OBJECTIVE KNAPSACK PROBLEMS.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 19. ISSUE 2. P. 264 -283 32 97% 24
6 LIN, QZ , CHEN, JY , ZHAN, ZH , CHEN, WN , COELLO, CAC , YIN, YL , LIN, CM , ZHANG, J , (2016) A HYBRID EVOLUTIONARY IMMUNE ALGORITHM FOR MULTIOBJECTIVE OPTIMIZATION PROBLEMS.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 20. ISSUE 5. P. 711 -729 47 89% 0
7 CHENG, R , JIN, YC , OLHOFER, M , SENDHOFF, B , (2016) A REFERENCE VECTOR GUIDED EVOLUTIONARY ALGORITHM FOR MANY-OBJECTIVE OPTIMIZATION.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 20. ISSUE 5. P. 773 -791 43 96% 0
8 YANG, SX , LI, MQ , LIU, XH , ZHENG, JH , (2013) A GRID-BASED EVOLUTIONARY ALGORITHM FOR MANY-OBJECTIVE OPTIMIZATION.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 17. ISSUE 5. P. 721-736 34 97% 58
9 LI, BD , LI, JL , TANG, K , YAO, X , (2015) MANY-OBJECTIVE EVOLUTIONARY ALGORITHMS: A SURVEY.ACM COMPUTING SURVEYS. VOL. 48. ISSUE 1. P. - 55 75% 0
10 LI, MQ , YANG, SX , LIU, XH , (2016) PARETO OR NON-PARETO: BI-CRITERION EVOLUTION IN MULTIOBJECTIVE OPTIMIZATION.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 20. ISSUE 5. P. 645 -665 39 100% 0

Classes with closest relation at Level 1


Rank Class id link
1 10275 INTERACTIVE METHODS//EFFICIENT SET//MULTIPLE OBJECTIVE PROGRAMMING
2 513 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
3 12507 COLLABORATIVE OPTIMIZATION//MULTIDISCIPLINARY DESIGN OPTIMIZATION//ANALYTICAL TARGET CASCADING
4 12564 RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS
5 35774 PARETO DOMAIN//NET FLOW METHOD//ACCOUNTING INFROMAT SYST
6 11657 IEEE TRANSACTIONS ON MAGNETICS//DENSITY METHOD//COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING
7 5611 COMPUTER EXPERIMENTS//SURROGATE MODEL//LATIN HYPERCUBE DESIGN
8 34456 OTE LEGAL SERV//PROCUREMENT SERV CONTRACTS//ATHENS OLYMP GAMES SPECIAL EVENTS 2004
9 37301 FUZZY RELATIONS PROPERTIES//BIOINFORMAT MATH MODELLING IBPHBME//BURRIDGE SECUR ANAL VALUAT
10 22877 ENGN IND SERV//FILLER SAND//MATERIALS AND MANUFACTURING PROCESSES

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