Class information for:
Level 1: GENETIC PROGRAMMING//GENETIC PROGRAMMING AND EVOLVABLE MACHINES//GRAMMATICAL EVOLUTION

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
11 4 ECOLOGY//ZOOLOGY//MARINE & FRESHWATER BIOLOGY 1214215
474 3       ADAPTIVE DYNAMICS//ECOLOGY//EXPERIMENTAL EVOLUTION 25201
1698 2             EXPERIMENTAL EVOLUTION//EVOLUTIONARY COMPUTATION//RUNTIME ANALYSIS 7033
15745 1                   GENETIC PROGRAMMING//GENETIC PROGRAMMING AND EVOLVABLE MACHINES//GRAMMATICAL EVOLUTION 721

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GENETIC PROGRAMMING authKW 1494683 31% 15% 224
2 GENETIC PROGRAMMING AND EVOLVABLE MACHINES journal 736701 7% 31% 54
3 GRAMMATICAL EVOLUTION authKW 358553 3% 37% 22
4 BIOCOMP DEV SYST GRP address 354060 1% 90% 9
5 GENETIC PROGRAMMING GP authKW 257693 3% 24% 25
6 NOVA IMS address 219392 2% 31% 16
7 TREE address 186494 1% 53% 8
8 EVOVIS PROJECT address 174845 1% 100% 4
9 SYMBOLIC REGRESSION authKW 169720 3% 19% 20
10 SNAKEBOT authKW 139874 1% 80% 4

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 42302 63% 0% 456
2 Computer Science, Theory & Methods 28857 55% 0% 394
3 Computer Science, Software Engineering 3997 17% 0% 126
4 Computer Science, Interdisciplinary Applications 1352 12% 0% 88
5 Computer Science, Cybernetics 717 3% 0% 22
6 Computer Science, Information Systems 710 9% 0% 63
7 Computer Science, Hardware & Architecture 191 3% 0% 23
8 Operations Research & Management Science 127 3% 0% 25
9 Engineering, Electrical & Electronic 69 8% 0% 61
10 Mathematical & Computational Biology 66 2% 0% 15

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BIOCOMP DEV SYST GRP 354060 1% 90% 9
2 NOVA IMS 219392 2% 31% 16
3 TREE 186494 1% 53% 8
4 EVOVIS PROJECT 174845 1% 100% 4
5 GRP EVOLUC ARTIFICIAL 131134 0% 100% 3
6 PROYECTO EVOVIS 98349 0% 75% 3
7 DIPARTIMENTO INFORMAT SISTEMIST COMUNICAZ DISCO 82813 1% 32% 6
8 ISEGI 68397 2% 13% 12
9 ARTIFICIAL EVOLUT GRP 58280 0% 67% 2
10 POS CIENCIAS INGN 56197 0% 43% 3

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GENETIC PROGRAMMING AND EVOLVABLE MACHINES 736701 7% 31% 54
2 EVOLUTIONARY COMPUTATION 119853 5% 7% 37
3 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 66641 5% 4% 37
4 LECTURE NOTES IN COMPUTER SCIENCE 23240 30% 0% 217
5 SOFT COMPUTING 11975 4% 1% 26
6 MEMETIC COMPUTING 5820 1% 3% 4
7 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 3014 5% 0% 34
8 SWARM AND EVOLUTIONARY COMPUTATION 2790 1% 2% 4
9 NATURAL COMPUTING 2764 1% 1% 5
10 IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 1824 0% 1% 3

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 GENETIC PROGRAMMING 1494683 31% 15% 224 Search GENETIC+PROGRAMMING Search GENETIC+PROGRAMMING
2 GRAMMATICAL EVOLUTION 358553 3% 37% 22 Search GRAMMATICAL+EVOLUTION Search GRAMMATICAL+EVOLUTION
3 GENETIC PROGRAMMING GP 257693 3% 24% 25 Search GENETIC+PROGRAMMING+GP Search GENETIC+PROGRAMMING+GP
4 SYMBOLIC REGRESSION 169720 3% 19% 20 Search SYMBOLIC+REGRESSION Search SYMBOLIC+REGRESSION
5 SNAKEBOT 139874 1% 80% 4 Search SNAKEBOT Search SNAKEBOT
6 EVOLVING EVOLUTIONARY ALGORITHMS 131134 0% 100% 3 Search EVOLVING+EVOLUTIONARY+ALGORITHMS Search EVOLVING+EVOLUTIONARY+ALGORITHMS
7 PARALLEL GENETIC PROGRAMMING 131134 0% 100% 3 Search PARALLEL+GENETIC+PROGRAMMING Search PARALLEL+GENETIC+PROGRAMMING
8 AVERAGE NUMBER OF EVALUATIONS 87423 0% 100% 2 Search AVERAGE+NUMBER+OF+EVALUATIONS Search AVERAGE+NUMBER+OF+EVALUATIONS
9 COMPARATIVE PARTNER SELECTION 87423 0% 100% 2 Search COMPARATIVE+PARTNER+SELECTION Search COMPARATIVE+PARTNER+SELECTION
10 DYNAMIC POPULATION VARIATION 87423 0% 100% 2 Search DYNAMIC+POPULATION+VARIATION Search DYNAMIC+POPULATION+VARIATION

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 23976 EVOLVABLE HARDWARE//CARTESIAN GENETIC PROGRAMMING//EVOLUTION IN MATERIO
2 22121 LEARNING CLASSIFIER SYSTEMS//XCS//XCSF
3 25405 ELEMENTARY LANDSCAPES//FITNESS LANDSCAPES//GENOTYPE PHENOTYPE MAP
4 10998 RUNTIME ANALYSIS//EVOLUTIONARY COMPUTATION//ESTIMATION OF DISTRIBUTION ALGORITHMS
5 33082 MATRIX RICCATI DIFFERENTIAL EQUATION//ANT COLONY PROGRAMMING//SDRE
6 36537 HOMEOSTATICS//RISING LOAD TEST//SIBERIAN ENERGET
7 10232 EVOLUTIONARY ROBOTICS//NEUROEVOLUTION//ARTIFICIAL LIFE
8 38775 AGENT BASED UTILITY//AXIOMATIC CONSTRAINTS//BACKFITTING PROCEDURE
9 31850 ELEVATOR//UP PEAK TRAFFIC//GENETIC NETWORK PROGRAMMING
10 19941 DISASTER MITIGAT MANAGEMENT//SOIL DEFORMATION MODULI//COMP METHODS CIVIL ENGN

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