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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
922 10499 29.9 36%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
55 89665 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FUZZY SETS AND SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Classes in level below (level 1)


ID, lev. below Publications Label for level below
670 3117 DIFFERENTIAL EVOLUTION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//COMPLEX SYST COMPUTAT INTELLIGENCE
4544 1695 MULTIOBJECTIVE OPTIMIZATION//MANY OBJECTIVE OPTIMIZATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
10266 1013 EVOLUTIONARY ROBOTICS//NAVAL WE ON//NEUROCONTROLLER ANALYSIS
12912 809 ANT PROGRAMMING AP//CHAOTIC ANT SWARM//PL COMP SCI FORMAL DESCRIPT METHODS
14202 720 EVOLUTIONARY COMPUTATION//RUNTIME ANALYSIS//LS 2
15768 624 LOG SYST//EVOLVABLE HARDWARE//SELF REPLICATION
16355 593 BIOCOMP DEV SYST GRP//GENETIC PROGRAMMING AND EVOLVABLE MACHINES//EVOVIS PROJECT
20692 389 LEARNING CLASSIFIER SYSTEMS//XCS//ILLIGAL
20939 379 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES//PROCEDURAL CONTENT GENERATION//COMP GAMES
24280 266 RNASA//INTERACTIVE EVOLUTIONARY COMPUTATION//EVOLUTIONARY ART
26550 206 EMITTER CLASSIFICATION//INSTANTANEOUS DYNAMIC RANGE IDR//A POSTERIORI PROCESSING
27662 184 POWER TRANSMISSION LOSSES//NET FLOW METHOD//PARETO DOMAIN
29612 150 OFF 3//PSO O 2//BACTERIAL FORAGING
30217 141 PROXIMITY MAP//PROXIMITY CATCH DIGRAPH//CLASS COVER PROBLEM
34320 74 ARTIFICIAL COLOR//MARGIN SETTING//GENERALIZED MEAN NEURON
34441 71 BAND SIMULATION//GROUND OBJECT SPECTRUM//DESERT ZONES MANAGEMENT
34567 68 ETSI INFORMAT 3 2 49//FORMA ANALYSIS//HOT METAL LADLE

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 EVOLUTIONARY COMPUTATION Journal 386 72% 3% 306
2 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION Journal 349 56% 4% 430
3 EVOLUTIONARY ALGORITHMS Author keyword 101 18% 5% 497
4 GENETIC PROGRAMMING AND EVOLVABLE MACHINES Journal 76 60% 1% 84
5 ARTIFICIAL LIFE Journal 58 34% 1% 139
6 DIFFERENTIAL EVOLUTION Author keyword 58 16% 3% 342
7 SWARM INTELLIGENCE Author keyword 46 17% 2% 243
8 MULTIOBJECTIVE OPTIMIZATION Author keyword 45 14% 3% 290
9 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION Journal 42 39% 1% 85
10 APPLIED SOFT COMPUTING Journal 41 11% 3% 340

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 EVOLUTIONARY ALGORITHMS 101 18% 5% 497 Search EVOLUTIONARY+ALGORITHMS Search EVOLUTIONARY+ALGORITHMS
2 DIFFERENTIAL EVOLUTION 58 16% 3% 342 Search DIFFERENTIAL+EVOLUTION Search DIFFERENTIAL+EVOLUTION
3 EVOLUTIONARY COMPUTATION 53 16% 3% 301 Search EVOLUTIONARY+COMPUTATION Search EVOLUTIONARY+COMPUTATION
4 SWARM INTELLIGENCE 46 17% 2% 243 Search SWARM+INTELLIGENCE Search SWARM+INTELLIGENCE
5 MULTIOBJECTIVE OPTIMIZATION 45 14% 3% 290 Search MULTIOBJECTIVE+OPTIMIZATION Search MULTIOBJECTIVE+OPTIMIZATION
6 EVOLUTIONARY ROBOTICS 35 32% 1% 91 Search EVOLUTIONARY+ROBOTICS Search EVOLUTIONARY+ROBOTICS
7 CONTINUOUS OPTIMIZATION 33 39% 1% 67 Search CONTINUOUS+OPTIMIZATION Search CONTINUOUS+OPTIMIZATION
8 EVOLUTIONARY ALGORITHM 31 13% 2% 234 Search EVOLUTIONARY+ALGORITHM Search EVOLUTIONARY+ALGORITHM
9 GENETIC PROGRAMMING 30 11% 2% 248 Search GENETIC+PROGRAMMING Search GENETIC+PROGRAMMING
10 GLOBAL NUMERICAL OPTIMIZATION 26 64% 0% 25 Search GLOBAL+NUMERICAL+OPTIMIZATION Search GLOBAL+NUMERICAL+OPTIMIZATION

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 EVOLUTIONARY ALGORITHMS 135 27% 4% 427
2 DIFFERENTIAL EVOLUTION 92 22% 4% 372
3 GLOBAL OPTIMIZATION 53 11% 5% 473
4 MULTIMODAL FUNCTIONS 48 71% 0% 39
5 PARTICLE SWARM OPTIMIZATION 43 10% 4% 407
6 MOEA D 32 57% 0% 38
7 MEMETIC ALGORITHMS 31 37% 1% 67
8 NUMERICAL FUNCTION OPTIMIZATION 31 47% 0% 49
9 REAL PARAMETER OPTIMIZATION 30 62% 0% 31
10 MANY OBJECTIVE OPTIMIZATION 25 60% 0% 28

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 EVOLUTIONARY COMPUTATION 386 72% 3% 306
2 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 349 56% 4% 430
3 GENETIC PROGRAMMING AND EVOLVABLE MACHINES 76 60% 1% 84
4 ARTIFICIAL LIFE 58 34% 1% 139
5 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 42 39% 1% 85
6 APPLIED SOFT COMPUTING 41 11% 3% 340
7 SOFT COMPUTING 36 14% 2% 237
8 SWARM AND EVOLUTIONARY COMPUTATION 26 37% 1% 56
9 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES 25 34% 1% 61
10 ENGINEERING OPTIMIZATION 19 12% 1% 147

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Performance assessment of multiobjective optimizers: An analysis and review 2003 893 8 75%
A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data 2015 7 48 44%
Evolutionary optimization in uncertain environments - A survey 2005 457 60 67%
Ant colony optimization - Artificial ants as a computational intelligence technique 2006 374 54 59%
Recent advances in differential evolution: a survey and experimental analysis 2010 191 49 73%
Cuckoo search: recent advances and applications 2014 29 17 47%
A review of multiobjective test problems and a scalable test problem toolkit 2006 185 17 94%
Survey of multi-objective optimization methods for engineering 2004 668 61 33%
A review of particle swarm optimization and its applications in Solar Photovoltaic system 2013 23 1 100%
Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis 1998 444 19 63%

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 EVOLUTIONARY COMPUTAT GRP 39 68% 0.3% 34
2 COMPLEX SYST COMPUTAT INTELLIGENCE 34 68% 0.3% 30
3 LOG SYST 29 53% 0.4% 38
4 ILLINOIS GENET ALGORITHMS 26 61% 0.3% 27
5 BIOCOMP DEV SYST GRP 21 90% 0.1% 9
6 SYST SIMULAT COMP PLICAT 19 80% 0.1% 12
7 NAT INSPIRED COMPUTAT PLICAT 16 60% 0.2% 18
8 IRIDIA 16 23% 0.6% 59
9 KANGAL 15 71% 0.1% 12
10 COMP SCI 11 13 67% 0.1% 12

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000018607 CONCEPTUAL IMMUNOL GRP//SEQUENCE UNIQUENESS//ARTIFICIAL IMMUNE SYSTEMS
2 0.0000014176 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS//FLOORPLANNING//PHYSICAL DESIGN
3 0.0000013551 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
4 0.0000010274 TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION//STRUCTURAL OPTIMIZATION
5 0.0000009844 ICCA JOURNAL//ICGA JOURNAL//REINFORCEMENT LEARNING
6 0.0000008467 INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS//HUMAN ROBOT INTERACTION//CHARACTER ANIMATION
7 0.0000008459 CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION
8 0.0000007738 VEHICLE ROUTING//COMPUTERS & OPERATIONS RESEARCH//EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
9 0.0000007596 ROBOTICS//ROBOTICS AND AUTONOMOUS SYSTEMS//MOBILE ROBOTS
10 0.0000007166 IEEE TRANSACTIONS ON POWER SYSTEMS//INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS//IEEE TRANSACTIONS ON SMART GRID