Class information for:
Level 1: EVOLUTIONARY ROBOTICS//ARTIFICIAL LIFE//ADAPTIVE BEHAVIOR

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
13929 804 34.7 34%


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
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
532 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//REINFORCEMENT LEARNING//ICCA JOURNAL 19644
1047 2             ICCA JOURNAL//REINFORCEMENT LEARNING//ICGA JOURNAL 10100
13929 1                   EVOLUTIONARY ROBOTICS//ARTIFICIAL LIFE//ADAPTIVE BEHAVIOR 804

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 EVOLUTIONARY ROBOTICS authKW 1977337 12% 54% 96
2 ARTIFICIAL LIFE journal 324014 8% 14% 61
3 ADAPTIVE BEHAVIOR journal 305076 7% 13% 60
4 NEUROEVOLUTION authKW 274177 2% 38% 19
5 BALDWIN EFFECT authKW 271459 3% 31% 23
6 INDIRECT ENCODING authKW 243055 1% 80% 8
7 NAVAL WE ON address 232613 1% 88% 7
8 ARTIFICIAL EMBRYOGENY authKW 227867 1% 100% 6
9 NEUROCONTROLLER ANALYSIS authKW 227867 1% 100% 6
10 GASNETS authKW 189889 1% 100% 5

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 51773 66% 0% 529
2 Robotics 20896 15% 0% 119
3 Computer Science, Theory & Methods 8788 29% 0% 233
4 Computer Science, Cybernetics 2323 5% 0% 41
5 Mathematical & Computational Biology 1813 9% 0% 72
6 Social Sciences, Interdisciplinary 1778 8% 0% 64
7 Psychology, Experimental 1702 10% 0% 83
8 Automation & Control Systems 675 6% 0% 51
9 Biology 298 6% 0% 49
10 Computer Science, Software Engineering 136 3% 0% 28

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 NAVAL WE ON 232613 1% 88% 7
2 COGNIT INTERACT 121528 0% 80% 4
3 EVOLUTIONARY COMPLEX GRP 113934 0% 100% 3
4 NEURAL SYST ARTIFICIAL LIFE 113934 0% 100% 3
5 CCNR 88187 1% 19% 12
6 EMBODIED EMOT COGNIT INTER ACT 85449 0% 75% 3
7 KATEDRA AUTOMATYKI 80416 1% 35% 6
8 GRP SISTEMAS AUTONOMAS 75956 0% 100% 2
9 NEURAL NETWORKS AD T BEHAV GRP 75956 0% 100% 2
10 INTEGRATED GRP ENGN 62310 1% 21% 8

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 ARTIFICIAL LIFE 324014 8% 14% 61
2 ADAPTIVE BEHAVIOR 305076 7% 13% 60
3 EVOLUTIONARY COMPUTATION 43161 3% 5% 23
4 CONNECTION SCIENCE 42149 2% 6% 19
5 ROBOTICS AND AUTONOMOUS SYSTEMS 22251 4% 2% 36
6 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 19525 3% 2% 21
7 THEORY IN BIOSCIENCES 11025 1% 3% 11
8 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 7954 7% 0% 59
9 BIOSYSTEMS 6161 3% 1% 21
10 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES 4326 1% 2% 5

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 EVOLUTIONARY ROBOTICS 1977337 12% 54% 96 Search EVOLUTIONARY+ROBOTICS Search EVOLUTIONARY+ROBOTICS
2 NEUROEVOLUTION 274177 2% 38% 19 Search NEUROEVOLUTION Search NEUROEVOLUTION
3 BALDWIN EFFECT 271459 3% 31% 23 Search BALDWIN+EFFECT Search BALDWIN+EFFECT
4 INDIRECT ENCODING 243055 1% 80% 8 Search INDIRECT+ENCODING Search INDIRECT+ENCODING
5 ARTIFICIAL EMBRYOGENY 227867 1% 100% 6 Search ARTIFICIAL+EMBRYOGENY Search ARTIFICIAL+EMBRYOGENY
6 NEUROCONTROLLER ANALYSIS 227867 1% 100% 6 Search NEUROCONTROLLER+ANALYSIS Search NEUROCONTROLLER+ANALYSIS
7 ARTIFICIAL LIFE 215472 5% 15% 39 Search ARTIFICIAL+LIFE Search ARTIFICIAL+LIFE
8 GASNETS 189889 1% 100% 5 Search GASNETS Search GASNETS
9 HYPERNEAT 151912 0% 100% 4 Search HYPERNEAT Search HYPERNEAT
10 INCREMENTAL EVOLUTION 143141 1% 54% 7 Search INCREMENTAL+EVOLUTION Search INCREMENTAL+EVOLUTION

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 SILVA, F , DUARTE, M , CORREIA, L , OLIVEIRA, SM , CHRISTENSEN, AL , (2016) OPEN ISSUES IN EVOLUTIONARY ROBOTICS.EVOLUTIONARY COMPUTATION. VOL. 24. ISSUE 2. P. 205 -236 49 68% 0
2 DEVERT, A , BREDECHE, N , SCHOENAUER, M , (2011) ROBUSTNESS AND THE HALTING PROBLEM FOR MULTICELLULAR ARTIFICIAL ONTOGENY.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 15. ISSUE 3. P. 387 -404 18 75% 8
3 FERNANDEZ-LEON, JA , (2012) BEHAVIORAL ROBUSTNESS: AN EMERGENT PHENOMENON BY MEANS OF DISTRIBUTED MECHANISMS AND NEURODYNAMIC DETERMINACY.BIOSYSTEMS. VOL. 107. ISSUE 1. P. 34 -51 18 72% 1
4 NELSON, AL , BARLOW, GJ , DOITSIDIS, L , (2009) FITNESS FUNCTIONS IN EVOLUTIONARY ROBOTICS: A SURVEY AND ANALYSIS.ROBOTICS AND AUTONOMOUS SYSTEMS. VOL. 57. ISSUE 4. P. 345 -370 21 51% 68
5 SINGLA, E , GUPTA, S , (2015) EVOLUTIONARY ROBOTICS IN TWO DECADES: A REVIEW.SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES. VOL. 40. ISSUE 4. P. 1169 -1184 18 58% 0
6 NELSON, AL , GRANT, E , (2006) USING DIRECT COMPETITION TO SELECT FOR COMPETENT CONTROLLERS IN EVOLUTIONARY ROBOTICS.ROBOTICS AND AUTONOMOUS SYSTEMS. VOL. 54. ISSUE 10. P. 840 -857 15 83% 4
7 LEHMAN, J , RISI, S , D'AMBROSIO, D , STANLEY, KO , (2013) ENCOURAGING REACTIVITY TO CREATE ROBUST MACHINES.ADAPTIVE BEHAVIOR. VOL. 21. ISSUE 6. P. 484-500 15 63% 5
8 DUARTE, M , OLIVEIRA, SM , CHRISTENSEN, AL , (2015) EVOLUTION OF HYBRID ROBOTIC CONTROLLERS FOR COMPLEX TASKS.JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS. VOL. 78. ISSUE 3-4. P. 463 -484 16 57% 0
9 CLUNE, J , STANLEY, KO , PENNOCK, RT , OFRIA, C , (2011) ON THE PERFORMANCE OF INDIRECT ENCODING ACROSS THE CONTINUUM OF REGULARITY.IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. VOL. 15. ISSUE 3. P. 346-367 13 68% 20
10 WOODFORD, GW , DU PLESSIS, MC , PRETORIUS, CJ , (2017) CONCURRENT CONTROLLER AND SIMULATOR NEURAL NETWORK DEVELOPMENT FOR A SNAKE-LIKE ROBOT IN EVOLUTIONARY ROBOTICS.ROBOTICS AND AUTONOMOUS SYSTEMS. VOL. 88. ISSUE . P. 37 -50 10 83% 0

Classes with closest relation at Level 1


Rank Class id link
1 17003 EVOLVABLE HARDWARE//LOG SYST//EMBRYONICS
2 10201 SWARM ROBOTICS//MODULAR ROBOTS//SELF RECONFIGURABLE ROBOTS
3 11954 IMITATION LEARNING//DEVELOPMENTAL ROBOTICS//LEARNING FROM DEMONSTRATION
4 21199 LEARNING CLASSIFIER SYSTEMS//XCS//CLASSIFIER SYSTEMS
5 16494 ROBOT SOCCER//ROBOCUP//SOCCER ROBOTS
6 13427 EXTENDED MIND//EXTENDED COGNITION//DISTRIBUTED LANGUAGE
7 18561 GENOTYPE PHENOTYPE MAP//ELEMENTARY LANDSCAPES//NEUTRAL NETWORKS
8 37405 UNIVERSAL PSYCHOMETRICS//AESTHETICS THEORY//AGENT POLICY
9 5817 REINFORCEMENT LEARNING//Q LEARNING//MARKOV DECISION PROCESSES
10 37085 AD T ALGORITHMS SYST GRP//AGENT PLATFORM AS A SERVICE//AUGMENTED CLOUD

Go to start page