Class information for:
Level 1: DIFFERENTIAL EVOLUTION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//COMPLEX SYST COMPUTAT INTELLIGENCE

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
670 3117 34.0 44%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
922 10499 EVOLUTIONARY COMPUTATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DIFFERENTIAL EVOLUTION Author keyword 44 14% 10% 299
2 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION Journal 32 19% 5% 150
3 COMPLEX SYST COMPUTAT INTELLIGENCE Address 28 64% 1% 28
4 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION Journal 28 32% 2% 71
5 GLOBAL NUMERICAL OPTIMIZATION Author keyword 20 59% 1% 23
6 SYST SIMULAT COMP PLICAT Address 19 80% 0% 12
7 CONTINUOUS OPTIMIZATION Author keyword 19 30% 2% 52
8 COMPUTATIONAL INTELLIGENCE OPTIMIZATION Author keyword 18 89% 0% 8
9 MULTIMODAL OPTIMIZATION Author keyword 17 36% 1% 39
10 SWARM INTELLIGENCE Author keyword 17 11% 5% 153

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 DIFFERENTIAL EVOLUTION 44 14% 10% 299 Search DIFFERENTIAL+EVOLUTION Search DIFFERENTIAL+EVOLUTION
2 GLOBAL NUMERICAL OPTIMIZATION 20 59% 1% 23 Search GLOBAL+NUMERICAL+OPTIMIZATION Search GLOBAL+NUMERICAL+OPTIMIZATION
3 CONTINUOUS OPTIMIZATION 19 30% 2% 52 Search CONTINUOUS+OPTIMIZATION Search CONTINUOUS+OPTIMIZATION
4 COMPUTATIONAL INTELLIGENCE OPTIMIZATION 18 89% 0% 8 Search COMPUTATIONAL+INTELLIGENCE+OPTIMIZATION Search COMPUTATIONAL+INTELLIGENCE+OPTIMIZATION
5 MULTIMODAL OPTIMIZATION 17 36% 1% 39 Search MULTIMODAL+OPTIMIZATION Search MULTIMODAL+OPTIMIZATION
6 SWARM INTELLIGENCE 17 11% 5% 153 Search SWARM+INTELLIGENCE Search SWARM+INTELLIGENCE
7 KRILL HERD 15 88% 0% 7 Search KRILL+HERD Search KRILL+HERD
8 MULTIMODAL FUNCTIONS 14 59% 1% 16 Search MULTIMODAL+FUNCTIONS Search MULTIMODAL+FUNCTIONS
9 DYNAMIC OPTIMIZATION PROBLEM 12 58% 0% 14 Search DYNAMIC+OPTIMIZATION+PROBLEM Search DYNAMIC+OPTIMIZATION+PROBLEM
10 DIFFERENTIAL EVOLUTION DE 12 20% 2% 51 Search DIFFERENTIAL+EVOLUTION+DE Search DIFFERENTIAL+EVOLUTION+DE

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DIFFERENTIAL EVOLUTION 62 18% 10% 308
2 MULTIMODAL FUNCTIONS 48 71% 1% 39
3 NUMERICAL FUNCTION OPTIMIZATION 30 46% 2% 48
4 REAL PARAMETER OPTIMIZATION 25 58% 1% 29
5 ABC ALGORITHM 21 26% 2% 70
6 ENGINEERING DESIGN PROBLEMS 21 73% 1% 16
7 PARTICLE SWARM OPTIMIZER 19 33% 2% 47
8 BAT ALGORITHM 19 70% 1% 16
9 MECHANICAL DESIGN OPTIMIZATION 17 79% 0% 11
10 KRILL HERD ALGORITHM 17 100% 0% 8

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 32 19% 5% 150
2 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 28 32% 2% 71
3 EVOLUTIONARY COMPUTATION 12 16% 2% 69
4 SWARM AND EVOLUTIONARY COMPUTATION 9 23% 1% 35
5 MEMETIC COMPUTING 5 25% 1% 19
6 SWARM INTELLIGENCE 1 13% 0% 9

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data 2015 7 48 44%
Cuckoo search: recent advances and applications 2014 29 17 47%
Recent advances in differential evolution: a survey and experimental analysis 2010 191 49 67%
A review of particle swarm optimization and its applications in Solar Photovoltaic system 2013 23 1 100%
A global best artificial bee colony algorithm for global optimization 2012 47 13 85%
Bat algorithm: literature review and applications 2013 24 14 79%
A parameter selection strategy for particle swarm optimization based on particle positions 2014 5 15 93%
A comprehensive review of firefly algorithms 2013 43 41 37%
A survey on nature-inspired optimization algorithms with fuzzy logic for dynamic parameter adaptation 2014 13 29 38%
Evolutionary optimization in uncertain environments - A survey 2005 457 60 25%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 COMPLEX SYST COMPUTAT INTELLIGENCE 28 64% 0.9% 28
2 SYST SIMULAT COMP PLICAT 19 80% 0.4% 12
3 COMP SCI 11 13 67% 0.4% 12
4 IND SYST ENGN ISE 6 80% 0.1% 4
5 JIANGXI PROV HIGH PERFORMANCE COMP 6 80% 0.1% 4
6 EVOLUTIONARY COMPUTAT GRP 6 32% 0.5% 16
7 INTELLIGENT HIGH PERFORMANCE COMP 6 58% 0.2% 7
8 EVOCINV 6 100% 0.1% 4
9 UTM BIG DATA 4 67% 0.1% 4
10 PL COGNIT COMP GRP 4 75% 0.1% 3

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000212788 OFF 3//PSO O 2//BACTERIAL FORAGING
2 0.0000177757 EVOLUTIONARY COMPUTATION//RUNTIME ANALYSIS//LS 2
3 0.0000156256 MULTIOBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
4 0.0000152740 ETSI INFORMAT 3 2 49//FORMA ANALYSIS//HOT METAL LADLE
5 0.0000106191 ANT PROGRAMMING AP//CHAOTIC ANT SWARM//PL COMP SCI FORMAL DESCRIPT METHODS
6 0.0000095971 PROXIMITY MAP//PROXIMITY CATCH DIGRAPH//CLASS COVER PROBLEM
7 0.0000093372 POWER TRANSMISSION LOSSES//NET FLOW METHOD//PARETO DOMAIN
8 0.0000091756 EXCELLENCE FUNDAMENTAL STUDIES STRUCT ENGN//TRUSS STRUCTURES//STRUCTURAL OPTIMIZATION
9 0.0000078681 DERIVATIVE FREE OPTIMIZATION//GENERATING SET SEARCH//BLACKBOX OPTIMIZATION
10 0.0000068044 ECONOMIC DISPATCH//DYNAMIC ECONOMIC DISPATCH//OPTIMAL POWER FLOW