Class information for:
Level 1: ANT COLONY OPTIMIZATION//ANT COLONY OPTIMIZATION ACO//ANT ALGORITHM

Basic class information
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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
178 3       COMPUTERS & STRUCTURES//TOPOLOGY OPTIMIZATION//STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 56949
1403 2             IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//DIFFERENTIAL EVOLUTION//MULTI OBJECTIVE OPTIMIZATION 8279
14252 1                   ANT COLONY OPTIMIZATION//ANT COLONY OPTIMIZATION ACO//ANT ALGORITHM 813

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANT COLONY OPTIMIZATION authKW 947749 22% 14% 177
2 ANT COLONY OPTIMIZATION ACO authKW 199070 4% 16% 33
3 ANT ALGORITHM authKW 196465 3% 24% 21
4 SWARM INTELLIGENCE authKW 172656 8% 7% 64
5 ANTNET authKW 161518 1% 83% 5
6 TRANSCODING SERVICE authKW 155059 0% 100% 4
7 STIGMERGY authKW 145741 2% 20% 19
8 ANT COLONY OPTIMISATION authKW 138951 3% 17% 21
9 ANT SYSTEM authKW 136259 2% 23% 15
10 ACO ALGORITHMS authKW 116294 0% 100% 3

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 21001 42% 0% 343
2 Computer Science, Theory & Methods 9438 30% 0% 242
3 Computer Science, Information Systems 3216 17% 0% 137
4 Operations Research & Management Science 945 8% 0% 66
5 Computer Science, Interdisciplinary Applications 936 10% 0% 79
6 Computer Science, Cybernetics 891 3% 0% 26
7 Computer Science, Hardware & Architecture 780 6% 0% 47
8 Computer Science, Software Engineering 765 8% 0% 61
9 Telecommunications 732 9% 0% 70
10 Automation & Control Systems 624 6% 0% 50

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PL COMP SCI FORMAL DESCRIPT METHODS 116288 1% 50% 6
2 IRIDIA 105397 3% 10% 27
3 TELENOR RD 87219 0% 75% 3
4 NOVEL SOFTWARE TECH 64601 1% 33% 5
5 NAT MOBILE COMMUN 51685 0% 67% 2
6 ADV SOFTWARE TECH 38765 0% 100% 1
7 CELL MFG D 38765 0% 100% 1
8 CNRS FRE 2041 38765 0% 100% 1
9 COMP IS 38765 0% 100% 1
10 COMP SCI FEECS 38765 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SWARM INTELLIGENCE 26378 1% 9% 8
2 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 13348 1% 3% 10
3 LECTURE NOTES IN COMPUTER SCIENCE 9733 18% 0% 150
4 COGNITIVE SYSTEMS RESEARCH 9057 1% 3% 9
5 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 6199 1% 1% 12
6 INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL 4995 1% 1% 10
7 APPLIED SOFT COMPUTING 4179 3% 1% 21
8 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 3163 5% 0% 37
9 ARTIFICIAL LIFE 3049 1% 1% 6
10 IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 2877 0% 2% 4

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ANT COLONY OPTIMIZATION 947749 22% 14% 177 Search ANT+COLONY+OPTIMIZATION Search ANT+COLONY+OPTIMIZATION
2 ANT COLONY OPTIMIZATION ACO 199070 4% 16% 33 Search ANT+COLONY+OPTIMIZATION+ACO Search ANT+COLONY+OPTIMIZATION+ACO
3 ANT ALGORITHM 196465 3% 24% 21 Search ANT+ALGORITHM Search ANT+ALGORITHM
4 SWARM INTELLIGENCE 172656 8% 7% 64 Search SWARM+INTELLIGENCE Search SWARM+INTELLIGENCE
5 ANTNET 161518 1% 83% 5 Search ANTNET Search ANTNET
6 TRANSCODING SERVICE 155059 0% 100% 4 Search TRANSCODING+SERVICE Search TRANSCODING+SERVICE
7 STIGMERGY 145741 2% 20% 19 Search STIGMERGY Search STIGMERGY
8 ANT COLONY OPTIMISATION 138951 3% 17% 21 Search ANT+COLONY+OPTIMISATION Search ANT+COLONY+OPTIMISATION
9 ANT SYSTEM 136259 2% 23% 15 Search ANT+SYSTEM Search ANT+SYSTEM
10 ACO ALGORITHMS 116294 0% 100% 3 Search ACO+ALGORITHMS Search ACO+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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 37120 AUTONOMOUS DECENTRALIZED CONTROL//ADAPTIVE AND SCALABLE NETWORK SERVICES//AMBIENT INFORMATION ENVIRONMENT
2 13470 TRAVELING SALESMAN PROBLEM//N QUEENS PROBLEM//BIPARTITE SUBGRAPH PROBLEM
3 488 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
4 33082 MATRIX RICCATI DIFFERENTIAL EQUATION//ANT COLONY PROGRAMMING//SDRE
5 28181 GENERALIZED MINIMUM SPANNING TREE//GENERALIZED MINIMUM SPANNING TREE PROBLEM//GENERALIZED TRAVELING SALESMAN PROBLEM
6 33847 PIGEON INSPIRED OPTIMIZATION PIO//EDGE POTENTIAL FUNCTION EPF//LATERAL INHIBITION LI
7 10998 RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS
8 9236 QUADRATIC ASSIGNMENT PROBLEM//FACILITY LAYOUT//FACILITY LAYOUT PROBLEM
9 13842 SWARM ROBOTICS//TASK ALLOCATION//MULTI ROBOT TASK ALLOCATION
10 12690 SIMULATED ANNEALING//ADAPTIVE COOLING SCHEDULE//PARALLEL SIMULATED ANNEALING

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