Class information for:
Level 1: HARMONY SEARCH//HARMONY SEARCH ALGORITHM//HARMONY SEARCH HS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
28942 196 31.2 54%


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
28942 1                   HARMONY SEARCH//HARMONY SEARCH ALGORITHM//HARMONY SEARCH HS 196

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 HARMONY SEARCH authKW 2281610 32% 23% 63
2 HARMONY SEARCH ALGORITHM authKW 1068237 18% 19% 36
3 HARMONY SEARCH HS authKW 589078 6% 34% 11
4 HYBRID OPTIMISATION METHODS authKW 467379 2% 100% 3
5 OPTIMA AREA address 354070 3% 45% 5
6 GROUPING BASED ENCODING authKW 311586 1% 100% 2
7 P TECNOL address 311586 1% 100% 2
8 WIND GENERATOR OPTIMIZATION authKW 311586 1% 100% 2
9 HYBRID OPTIMIZATION METHODS authKW 299596 3% 38% 5
10 ENVIRONM PLANNING MANAGEMENT PROGRAM address 243841 3% 26% 6

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 3763 36% 0% 71
2 Operations Research & Management Science 451 11% 0% 22
3 Engineering, General 360 11% 0% 21
4 Mathematics, Applied 293 16% 0% 32
5 Engineering, Electrical & Electronic 285 24% 0% 47
6 Computer Science, Interdisciplinary Applications 253 10% 0% 20
7 Engineering, Marine 251 2% 0% 4
8 Computer Science, Theory & Methods 241 10% 0% 20
9 Automation & Control Systems 103 5% 0% 10
10 Computer Science, Information Systems 90 6% 0% 12

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 OPTIMA AREA 354070 3% 45% 5
2 P TECNOL 311586 1% 100% 2
3 ENVIRONM PLANNING MANAGEMENT PROGRAM 243841 3% 26% 6
4 TELECOM UNIT 200302 2% 43% 3
5 DISASTER SAFETY 155793 1% 100% 1
6 ENERGY WATER ENGN 155793 1% 100% 1
7 ENVIRONM PROGRAM MANAGEMENT PROGRAM 155793 1% 100% 1
8 EU INGN TECN VITORIA 155793 1% 100% 1
9 INFSC ID 155793 1% 100% 1
10 OPTIMA TELECOM AREAS 155793 1% 100% 1

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 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 21395 3% 2% 6
2 MEMETIC COMPUTING 6166 1% 2% 2
3 JOURNAL OF APPLIED MATHEMATICS 3567 4% 0% 8
4 APPLIED MATHEMATICS AND COMPUTATION 3548 10% 0% 20
5 SWARM AND EVOLUTIONARY COMPUTATION 3497 1% 1% 2
6 NAVAL ENGINEERS JOURNAL 3009 2% 1% 3
7 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2979 4% 0% 7
8 NAVAL ARCHITECT 2684 1% 2% 1
9 EXPERT SYSTEMS WITH APPLICATIONS 2111 6% 0% 12
10 ARTIFICIAL INTELLIGENCE REVIEW 1854 2% 0% 3

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 HARMONY SEARCH 2281610 32% 23% 63 Search HARMONY+SEARCH Search HARMONY+SEARCH
2 HARMONY SEARCH ALGORITHM 1068237 18% 19% 36 Search HARMONY+SEARCH+ALGORITHM Search HARMONY+SEARCH+ALGORITHM
3 HARMONY SEARCH HS 589078 6% 34% 11 Search HARMONY+SEARCH+HS Search HARMONY+SEARCH+HS
4 HYBRID OPTIMISATION METHODS 467379 2% 100% 3 Search HYBRID+OPTIMISATION+METHODS Search HYBRID+OPTIMISATION+METHODS
5 GROUPING BASED ENCODING 311586 1% 100% 2 Search GROUPING+BASED+ENCODING Search GROUPING+BASED+ENCODING
6 WIND GENERATOR OPTIMIZATION 311586 1% 100% 2 Search WIND+GENERATOR+OPTIMIZATION Search WIND+GENERATOR+OPTIMIZATION
7 HYBRID OPTIMIZATION METHODS 299596 3% 38% 5 Search HYBRID+OPTIMIZATION+METHODS Search HYBRID+OPTIMIZATION+METHODS
8 BINARY HARMONY SEARCH 207723 1% 67% 2 Search BINARY+HARMONY+SEARCH Search BINARY+HARMONY+SEARCH
9 COMBINATION FORECASTING METHOD 207723 1% 67% 2 Search COMBINATION+FORECASTING+METHOD Search COMBINATION+FORECASTING+METHOD
10 NONLINEAR FUNCTION OPTIMIZATION 207723 1% 67% 2 Search NONLINEAR+FUNCTION+OPTIMIZATION Search NONLINEAR+FUNCTION+OPTIMIZATION

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 KONG, XY , GAO, LQ , OUYANG, HB , LI, S , (2015) A SIMPLIFIED BINARY HARMONY SEARCH ALGORITHM FOR LARGE SCALE 0-1 KNAPSACK PROBLEMS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 12. P. 5337 -5355 27 55% 9
2 MANJARRES, D , LANDA-TORRES, I , GIL-LOPEZ, S , DEL SER, J , BILBAO, MN , SALCEDO-SANZ, S , GEEM, ZW , (2013) A SURVEY ON APPLICATIONS OF THE HARMONY SEARCH ALGORITHM.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 26. ISSUE 8. P. 1818 -1831 33 38% 62
3 ZHAO, FQ , LIU, Y , ZHANG, C , WANG, JB , (2015) A SELF-ADAPTIVE HARMONY PSO SEARCH ALGORITHM AND ITS PERFORMANCE ANALYSIS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 21. P. 7436 -7455 20 53% 6
4 AMAYA, I , CRUZ, J , CORREA, R , (2015) HARMONY SEARCH ALGORITHM: A VARIANT WITH SELF-REGULATED FRETWIDTH.APPLIED MATHEMATICS AND COMPUTATION. VOL. 266. ISSUE . P. 1127 -1152 15 65% 1
5 YONG, LQ , LIU, SY , ZHANG, JK , FENG, QX , (2012) THEORETICAL AND EMPIRICAL ANALYSES OF AN IMPROVED HARMONY SEARCH ALGORITHM BASED ON DIFFERENTIAL MUTATION OPERATOR.JOURNAL OF APPLIED MATHEMATICS. VOL. . ISSUE . P. - 14 74% 2
6 AL-BETAR, MA , AWADALLAH, MA , KHADER, AT , ABDALKAREEM, ZA , (2015) ISLAND-BASED HARMONY SEARCH FOR OPTIMIZATION PROBLEMS.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 4. P. 2026 -2035 13 59% 6
7 DENG, FA , TUO, SH , YONG, LQ , ZHOU, T , (2015) CONSTRUCTION EXAMPLE FOR ALGEBRA SYSTEM USING HARMONY SEARCH ALGORITHM.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 11 73% 0
8 CASTELLI, M , SILVA, S , MANZONI, L , VANNESCHI, L , (2014) GEOMETRIC SELECTIVE HARMONY SEARCH.INFORMATION SCIENCES. VOL. 279. ISSUE . P. 468 -482 15 48% 10
9 GAO, XZ , GOVINDASAMY, V , XU, H , WANG, X , ZENGER, K , (2015) HARMONY SEARCH METHOD: THEORY AND APPLICATIONS.COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. VOL. . ISSUE . P. - 16 46% 2
10 TUO, SH , YONG, LQ , ZHOU, T , (2013) AN IMPROVED HARMONY SEARCH BASED ON TEACHING-LEARNING STRATEGY FOR UNCONSTRAINED OPTIMIZATION PROBLEMS.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 12 63% 2

Classes with closest relation at Level 1


Rank Class id link
1 513 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
2 5215 EXCELLENCE FUNDAMENTAL STUDIES STRUCT ENGN//STRUCTURAL OPTIMIZATION//TRUSS STRUCTURES
3 2882 ECONOMIC DISPATCH//OPTIMAL POWER FLOW//ECONOMIC LOAD DISPATCH
4 15077 LOAD FREQUENCY CONTROL//AUTOMATIC GENERATION CONTROL//LOAD FREQUENCY CONTROL LFC
5 33276 MELT INDEX PREDICTION//FRUIT FLY OPTIMIZATION ALGORITHM//PROPYLENE POLYMERIZATION INDUSTRY
6 13555 TIMETABLING//EXAMINATION TIMETABLING//COURSE TIMETABLING
7 4473 WATER DISTRIBUTION SYSTEMS//WATER DISTRIBUTION NETWORK//JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT
8 12798 MULTIDIMENSIONAL KNAPSACK PROBLEM//KNAPSACK PROBLEM//GENERALIZED ASSIGNMENT PROBLEM
9 24347 CELL PLANNING//THIRD GENERATION 3G MOBILE NETWORKS//RADIO NETWORK DESIGN
10 24916 CHINESE WORD SEGMENTATION//TEXT CHUNKING//PARTIAL PARSING

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