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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
13059 863 25.4 37%


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
13059 1                   ANT COLONY OPTIMIZATION//ANT ALGORITHM//ANT COLONY OPTIMIZATION ACO 863

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 ANT COLONY OPTIMIZATION authKW 909976 20% 15% 176
2 ANT ALGORITHM authKW 181400 2% 24% 21
3 ANT COLONY OPTIMIZATION ACO authKW 172544 4% 16% 31
4 SWARM INTELLIGENCE authKW 169381 7% 7% 64
5 ANT SYSTEM authKW 167602 2% 28% 17
6 STIGMERGY authKW 152146 2% 22% 20
7 ANTNET authKW 147421 1% 83% 5
8 TRANSCODING SERVICE authKW 141525 0% 100% 4
9 ANT COLONY OPTIMISATION authKW 123033 2% 17% 20
10 IRIDIA address 113088 3% 11% 29

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 20367 40% 0% 346
2 Computer Science, Theory & Methods 10869 31% 0% 268
3 Computer Science, Information Systems 3917 18% 0% 154
4 Telecommunications 1483 11% 0% 99
5 Computer Science, Hardware & Architecture 1142 7% 0% 58
6 Operations Research & Management Science 971 8% 0% 69
7 Computer Science, Software Engineering 817 8% 0% 65
8 Automation & Control Systems 790 7% 0% 57
9 Computer Science, Interdisciplinary Applications 743 8% 0% 73
10 Computer Science, Cybernetics 660 3% 0% 23

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 IRIDIA 113088 3% 11% 29
2 PL COMP SCI FORMAL DESCRIPT METHODS 106138 1% 50% 6
3 TELENOR RD 79607 0% 75% 3
4 NOVEL SOFTWARE TECH 58962 1% 33% 5
5 NAT MOBILE COMMUN 47174 0% 67% 2
6 ALBCOM 40430 0% 29% 4
7 EVOLUT COMPLEX COGNIT GRP 39800 0% 38% 3
8 ADV SOFTWARE TECH 35381 0% 100% 1
9 BIO INSPIRED NETWORK UNIT 35381 0% 100% 1
10 CELL MFG D 35381 0% 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 SWARM INTELLIGENCE 34823 1% 12% 8
2 LECTURE NOTES IN COMPUTER SCIENCE 11159 19% 0% 168
3 COGNITIVE SYSTEMS RESEARCH 9764 1% 3% 9
4 INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 8627 1% 3% 8
5 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 6960 2% 2% 13
6 ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS 5726 1% 3% 6
7 INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL 4768 1% 1% 10
8 STUDIES IN INFORMATICS AND CONTROL 4647 1% 2% 7
9 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 3727 5% 0% 42
10 INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 3079 2% 1% 15

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 ANT COLONY OPTIMIZATION 909976 20% 15% 176 Search ANT+COLONY+OPTIMIZATION Search ANT+COLONY+OPTIMIZATION
2 ANT ALGORITHM 181400 2% 24% 21 Search ANT+ALGORITHM Search ANT+ALGORITHM
3 ANT COLONY OPTIMIZATION ACO 172544 4% 16% 31 Search ANT+COLONY+OPTIMIZATION+ACO Search ANT+COLONY+OPTIMIZATION+ACO
4 SWARM INTELLIGENCE 169381 7% 7% 64 Search SWARM+INTELLIGENCE Search SWARM+INTELLIGENCE
5 ANT SYSTEM 167602 2% 28% 17 Search ANT+SYSTEM Search ANT+SYSTEM
6 STIGMERGY 152146 2% 22% 20 Search STIGMERGY Search STIGMERGY
7 ANTNET 147421 1% 83% 5 Search ANTNET Search ANTNET
8 TRANSCODING SERVICE 141525 0% 100% 4 Search TRANSCODING+SERVICE Search TRANSCODING+SERVICE
9 ANT COLONY OPTIMISATION 123033 2% 17% 20 Search ANT+COLONY+OPTIMISATION Search ANT+COLONY+OPTIMISATION
10 ACO ALGORITHMS 106144 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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 BIRATTARI, M , STUTZLE, T , DORIGO, M , (2006) ANT COLONY OPTIMIZATION - ARTIFICIAL ANTS AS A COMPUTATIONAL INTELLIGENCE TECHNIQUE.IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE. VOL. 1. ISSUE 4. P. 28 -39 29 53% 490
2 PEDEMONTE, M , NESMACHNOW, S , CANCELA, H , (2011) A SURVEY ON PARALLEL ANT COLONY OPTIMIZATION.APPLIED SOFT COMPUTING. VOL. 11. ISSUE 8. P. 5181 -5197 22 73% 62
3 DORIGO, M , BLUM, C , (2005) ANT COLONY OPTIMIZATION THEORY: A SURVEY.THEORETICAL COMPUTER SCIENCE. VOL. 344. ISSUE 2-3. P. 243 -278 18 62% 603
4 HU, XM , ZHANG, J , CHUNG, HSH , LI, Y , LIU, O , (2010) SAMACO: VARIABLE SAMPLING ANT COLONY OPTIMIZATION ALGORITHM FOR CONTINUOUS OPTIMIZATION.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS. VOL. 40. ISSUE 6. P. 1555 -1566 19 70% 21
5 ZHANG, ZJ , FENG, ZR , (2012) TWO-STAGE UPDATING PHEROMONE FOR INVARIANT ANT COLONY OPTIMIZATION ALGORITHM.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 39. ISSUE 1. P. 706 -712 17 68% 13
6 BLUM, C , (2005) ANT COLONY OPTIMIZATION: INTRODUCTION AND RECENT TRENDS.PHYSICS OF LIFE REVIEWS. VOL. 2. ISSUE 4. P. 353 -373 23 44% 278
7 YANG, JG , ZHUANG, YB , (2010) AN IMPROVED ANT COLONY OPTIMIZATION ALGORITHM FOR SOLVING A COMPLEX COMBINATORIAL OPTIMIZATION PROBLEM.APPLIED SOFT COMPUTING. VOL. 10. ISSUE 2. P. 653 -660 13 87% 35
8 KOROSEC, P , SILC, J , FILIPIC, B , (2012) THE DIFFERENTIAL ANT-STIGMERGY ALGORITHM.INFORMATION SCIENCES. VOL. 192. ISSUE . P. 82 -97 15 68% 27
9 HO, CK , EWE, HT , (2009) GACO - A HYBRID ANT COLONY OPTIMIZATION METAHEURISTIC FOR THE DYNAMIC LOAD-BALANCED CLUSTERING PROBLEM IN AD HOC NETWORKS.APPLIED ARTIFICIAL INTELLIGENCE. VOL. 23. ISSUE 7. P. 570 -598 13 81% 3
10 DELEVACQ, A , DELISLE, P , GRAVEL, M , KRAJECKI, M , (2013) PARALLEL ANT COLONY OPTIMIZATION ON GRAPHICS PROCESSING UNITS.JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING. VOL. 73. ISSUE 1. P. 52 -61 10 83% 22

Classes with closest relation at Level 1


Rank Class id link
1 16907 TRAVELING SALESMAN PROBLEM//DOMINATION ANALYSIS//GENERALIZED TRAVELING SALESMAN PROBLEM
2 513 DIFFERENTIAL EVOLUTION//PARTICLE SWARM OPTIMIZATION//SWARM INTELLIGENCE
3 34253 MEASUREMENT INTEGRATED SIMULATION//ISOTHERMAL CHAMBER//FLOW RATE CHARACTERISTICS
4 35851 CLOUD BASED INFRASTRUCTURE AS A SERVICE//MOBILE TESTING AS A SERVICE//MOBILE APPLICATION TESTING
5 6854 WAGGLE DANCE//TEMNOTHORAX ALBIPENNIS//DANCE LANGUAGE
6 12564 RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS
7 5659 CONNECTED DOMINATING SET//MOBILE AD HOC NETWORKS//AD HOC NETWORKS
8 9245 QUADRATIC ASSIGNMENT PROBLEM//FACILITY LAYOUT//FACILITY LAYOUT PROBLEM
9 24233 MAXIMUM CLIQUE//MAXIMUM CLIQUE PROBLEM//CLIQUE RELAXATIONS
10 27381 DISTRIBUTED CONSTRAINT OPTIMIZATION//DISTRIBUTED CONSTRAINT SATISFACTION//INTELLIGENT CALENDAR APPLICATIONS

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