Class information for:
Level 2: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS//DIFFERENTIAL EVOLUTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1509 7529 32.5 45%


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
513 1                   DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE 3357
4720 1                   MULTI OBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 1738
12564 1                   RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS 897
13059 1                   ANT COLONY OPTIMIZATION//ANT ALGORITHM//ANT COLONY OPTIMIZATION ACO 863
28942 1                   HARMONY SEARCH//HARMONY SEARCH ALGORITHM//HARMONY SEARCH HS 196
29572 1                   WAVE PROBABILISTIC FUNCTIONS//CONTROL ENGN TELEMAT//QUANTUM INSPIRED EVOLUTIONARY ALGORITHM 184
33276 1                   MELT INDEX PREDICTION//FRUIT FLY OPTIMIZATION ALGORITHM//PROPYLENE POLYMERIZATION INDUSTRY 127
35248 1                   COMPUTER BASED SPEECH THERAPY//EXERCISES FOR DYSLALIA//ACOUSTICAL MODELS 100
37085 1                   AD T ALGORITHMS SYST GRP//AGENT PLATFORM AS A SERVICE//AUGMENTED CLOUD 67

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 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal 665537 5% 44% 375
2 EVOLUTIONARY ALGORITHMS authKW 571481 9% 21% 667
3 DIFFERENTIAL EVOLUTION authKW 446669 5% 27% 406
4 EVOLUTIONARY COMPUTATION journal 437191 3% 48% 224
5 MULTI OBJECTIVE OPTIMIZATION authKW 396462 9% 14% 715
6 SWARM INTELLIGENCE authKW 352989 4% 32% 273
7 PARTICLE SWARM OPTIMIZATION authKW 352050 8% 14% 613
8 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 215468 44% 2% 3319
9 MANY OBJECTIVE OPTIMIZATION authKW 209785 1% 89% 58
10 RUNTIME ANALYSIS authKW 209748 1% 75% 69

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 215468 44% 2% 3319
2 Computer Science, Theory & Methods 76747 28% 1% 2109
3 Computer Science, Interdisciplinary Applications 21546 15% 1% 1118
4 Operations Research & Management Science 15697 11% 1% 806
5 Computer Science, Information Systems 9822 10% 0% 743
6 Engineering, General 8012 8% 0% 624
7 Computer Science, Cybernetics 7970 3% 1% 235
8 Automation & Control Systems 2590 4% 0% 317
9 Mathematics, Applied 2323 8% 0% 619
10 Computer Science, Software Engineering 2074 4% 0% 324

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 COMPLEX SYST COMPUTAT INTELLIGENCE 95615 0% 69% 34
2 EVOLUTIONARY COMPUTAT GRP 90948 0% 61% 37
3 IRIDIA 44860 1% 21% 54
4 EXCELLENCE COMPUTAT INTELLIGENCE PLIC 41668 0% 43% 24
5 SYST SIMULAT COMP PLICAT 38911 0% 80% 12
6 KANGAL 34331 0% 71% 12
7 LS 2 33778 0% 83% 10
8 KANPUR GENET ALGORITHMS 32561 0% 54% 15
9 ILLINOIS GENET ALGORITHMS 32498 0% 42% 19
10 COMP SCI 11 32422 0% 67% 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 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 665537 5% 44% 375
2 EVOLUTIONARY COMPUTATION 437191 3% 48% 224
3 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 167224 1% 40% 104
4 APPLIED SOFT COMPUTING 122992 4% 9% 333
5 SOFT COMPUTING 102394 3% 11% 234
6 SWARM AND EVOLUTIONARY COMPUTATION 68815 1% 31% 55
7 ENGINEERING OPTIMIZATION 56517 2% 10% 138
8 INFORMATION SCIENCES 54813 4% 4% 322
9 MEMETIC COMPUTING 41056 0% 32% 32
10 LECTURE NOTES IN COMPUTER SCIENCE 32432 11% 1% 855

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 EVOLUTIONARY ALGORITHMS 571481 9% 21% 667 Search EVOLUTIONARY+ALGORITHMS Search EVOLUTIONARY+ALGORITHMS
2 DIFFERENTIAL EVOLUTION 446669 5% 27% 406 Search DIFFERENTIAL+EVOLUTION Search DIFFERENTIAL+EVOLUTION
3 MULTI OBJECTIVE OPTIMIZATION 396462 9% 14% 715 Search MULTI+OBJECTIVE+OPTIMIZATION Search MULTI+OBJECTIVE+OPTIMIZATION
4 SWARM INTELLIGENCE 352989 4% 32% 273 Search SWARM+INTELLIGENCE Search SWARM+INTELLIGENCE
5 PARTICLE SWARM OPTIMIZATION 352050 8% 14% 613 Search PARTICLE+SWARM+OPTIMIZATION Search PARTICLE+SWARM+OPTIMIZATION
6 MANY OBJECTIVE OPTIMIZATION 209785 1% 89% 58 Search MANY+OBJECTIVE+OPTIMIZATION Search MANY+OBJECTIVE+OPTIMIZATION
7 RUNTIME ANALYSIS 209748 1% 75% 69 Search RUNTIME+ANALYSIS Search RUNTIME+ANALYSIS
8 EVOLUTIONARY COMPUTATION 185397 3% 19% 244 Search EVOLUTIONARY+COMPUTATION Search EVOLUTIONARY+COMPUTATION
9 CONTINUOUS OPTIMIZATION 180096 1% 56% 80 Search CONTINUOUS+OPTIMIZATION Search CONTINUOUS+OPTIMIZATION
10 ESTIMATION OF DISTRIBUTION ALGORITHMS 161058 1% 42% 95 Search ESTIMATION+OF+DISTRIBUTION+ALGORITHMS Search ESTIMATION+OF+DISTRIBUTION+ALGORITHMS

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 DAS, S , MULLICK, SS , SUGANTHAN, PN , (2016) RECENT ADVANCES IN DIFFERENTIAL EVOLUTION - AN UPDATED SURVEY.SWARM AND EVOLUTIONARY COMPUTATION. VOL. 27. ISSUE . P. 1 -30 106 89% 19
2 PIOTROWSKI, AP , (2017) REVIEW OF DIFFERENTIAL EVOLUTION POPULATION SIZE.SWARM AND EVOLUTIONARY COMPUTATION. VOL. 32. ISSUE . P. 1 -24 123 91% 0
3 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 -49 111 57% 369
4 HEIDARI, AA , ABBASPOUR, RA , JORDEHI, AR , (2017) AN EFFICIENT CHAOTIC WATER CYCLE ALGORITHM FOR OPTIMIZATION TASKS.NEURAL COMPUTING & APPLICATIONS. VOL. 28. ISSUE 1. P. 57 -85 57 73% 3
5 DAS, S , SUGANTHAN, PN , (2011) DIFFERENTIAL EVOLUTION: A SURVEY OF THE STATE-OF-THE-ART.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 15. ISSUE 1. P. 4 -31 40 85% 958
6 PIOTROWSKI, AP , (2013) ADAPTIVE MEMETIC DIFFERENTIAL EVOLUTION WITH GLOBAL AND LOCAL NEIGHBORHOOD-BASED MUTATION OPERATORS.INFORMATION SCIENCES. VOL. 241. ISSUE . P. 164 -194 99 81% 22
7 CREPINSEK, M , LIU, SH , MERNIK, M , (2013) EXPLORATION AND EXPLOITATION IN EVOLUTIONARY ALGORITHMS: A SURVEY.ACM COMPUTING SURVEYS. VOL. 45. ISSUE 3. P. - 65 79% 95
8 MEZURA-MONTES, E , COELLO, CAC , (2011) CONSTRAINT-HANDLING IN NATURE-INSPIRED NUMERICAL OPTIMIZATION: PAST, PRESENT AND FUTURE.SWARM AND EVOLUTIONARY COMPUTATION. VOL. 1. ISSUE 4. P. 173 -194 56 90% 151
9 WANG, Y , WANG, BC , LI, HX , YEN, GG , (2016) INCORPORATING OBJECTIVE FUNCTION INFORMATION INTO THE FEASIBILITY RULE FOR CONSTRAINED EVOLUTIONARY OPTIMIZATION.IEEE TRANSACTIONS ON CYBERNETICS. VOL. 46. ISSUE 12. P. 2938 -2952 47 94% 6
10 MAESANI, A , IACCA, G , FLOREANO, D , (2016) MEMETIC VIABILITY EVOLUTION FOR CONSTRAINED OPTIMIZATION.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 20. ISSUE 1. P. 125 -144 52 91% 4

Classes with closest relation at Level 2


Rank Class id link
1 3448 DERIVATIVE FREE OPTIMIZATION//GLOBAL OPTIMIZATION//FILLED FUNCTION METHOD
2 3135 ARTIFICIAL IMMUNE SYSTEM//CONCEPTUAL IMMUNOL GRP//NEGATIVE SELECTION ALGORITHM
3 2712 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS//PHYSICAL DESIGN//FLOORPLANNING
4 1851 TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//STRUCTURAL OPTIMIZATION
5 1387 VEHICLE ROUTING//VEHICLE ROUTING PROBLEM//OPERATIONS RESEARCH & MANAGEMENT SCIENCE
6 1047 ICCA JOURNAL//REINFORCEMENT LEARNING//ICGA JOURNAL
7 184 IEEE TRANSACTIONS ON POWER SYSTEMS//MICROGRID//SMART GRID
8 1890 CONSTRAINTS//BOUNDED ARITHMETIC//PROOF COMPLEXITY
9 326 SCHEDULING//INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH//OPERATIONS RESEARCH & MANAGEMENT SCIENCE
10 843 SUPPLIER SELECTION//OPERATIONS RESEARCH & MANAGEMENT SCIENCE//ANALYTIC HIERARCHY PROCESS

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