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Volumn 1, Issue 3, 2008, Pages 187-207

MENNAG: A modular, regular and hierarchical encoding for neural-networks based on attribute grammars

Author keywords

Attribute grammars; Evolutionary algorithms; Evolutionary robotics; Modular neural networks

Indexed keywords

CONTEXT SENSITIVE GRAMMARS; ENCODING (SYMBOLS); EVOLUTIONARY ALGORITHMS; ROBOTICS;

EID: 70450068893     PISSN: 18645909     EISSN: 18645917     Source Type: Journal    
DOI: 10.1007/s12065-008-0015-7     Document Type: Article
Times cited : (32)

References (65)
  • 1
    • 84921555905 scopus 로고    scopus 로고
    • How can the human mind occur in the physical Universe?
    • Oxford University Press, New York
    • Anderson JR (2007) How can the human mind occur in the physical Universe? In: The modular organization of the mind. Oxford University Press, New York, pp 45-91.
    • (2007) The Modular Organization of the Mind , pp. 45-91
    • Anderson, J.R.1
  • 4
    • 27144559866 scopus 로고    scopus 로고
    • Embryological modelling of the evolution of neural architecture
    • In: A Cangelosi GB, Borisyuk R (eds), World Scientific, Singapore
    • Bowers CP, Bullinaria JA (2005) Embryological modelling of the evolution of neural architecture. In: A Cangelosi GB, Borisyuk R (eds) Modeling language, cognition and action. World Scientific, Singapore, pp 375-384.
    • (2005) Modeling Language, Cognition and Action , pp. 375-384
    • Bowers, C.P.1    Bullinaria, J.A.2
  • 6
    • 34547963885 scopus 로고    scopus 로고
    • Understanding the emergence of modularity in neural systems
    • Bullinaria JA (2007) Understanding the emergence of modularity in neural systems. Cogn Sci 31(4): 673-695.
    • (2007) Cogn Sci , vol.31 , Issue.4 , pp. 673-695
    • Bullinaria, J.A.1
  • 7
    • 0000331514 scopus 로고
    • Cell division and migration in a 'genotype' for neural networks
    • Cangelosi A, Parisi D, Nolfi S (1994) Cell division and migration in a 'genotype' for neural networks. Netw Comput Neural Syst 5(4): 497-515.
    • (1994) Netw Comput Neural Syst , vol.5 , Issue.4 , pp. 497-515
    • Cangelosi, A.1    Parisi, D.2    Nolfi, S.3
  • 8
    • 26844480248 scopus 로고    scopus 로고
    • An empirical comparison of combinations of evolutionary algorithms and neural networks for classification problems
    • Cantu-Paz E, Kamath C (2005) An empirical comparison of combinations of evolutionary algorithms and neural networks for classification problems. IEEE Trans Syst Man Cybern Part B 35(5): 915-927.
    • (2005) IEEE Trans Syst Man Cybern Part B , vol.35 , Issue.5 , pp. 915-927
    • Cantu-paz, E.1    Kamath, C.2
  • 9
    • 0003876479 scopus 로고
    • Incremental evolution of neural network architectures for adaptive behaviour
    • Cognitive science research paper CSRP256, Brighton BN1 9QH, England, UK
    • Cliff D, Harvey I, Husbands P (1992) Incremental evolution of neural network architectures for adaptive behaviour. Technical report. Cognitive science research paper CSRP256, Brighton BN1 9QH, England, UK.
    • (1992) Technical Report
    • Cliff, D.1    Harvey, I.2    Husbands, P.3
  • 12
    • 0002284602 scopus 로고
    • An investigation of niche and species formation in genetic function optimization
    • In: Morgan Kaufmann Publishers, San Francisco
    • Deb K, Goldberg DE (1989) An investigation of niche and species formation in genetic function optimization. In: Proceedings of the third international conference on genetic algorithms. Morgan Kaufmann Publishers, San Francisco, pp 42-50.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms , pp. 42-50
    • Deb, K.1    Goldberg, D.E.2
  • 17
    • 72149122172 scopus 로고    scopus 로고
    • The effect of environment to genetic growth
    • In: July 21-22, 1997, Tokyo, Japan
    • Fukutani I, Vaario J (1997) The effect of environment to genetic growth. In: International symposium on system life, July 21-22, 1997, Tokyo, Japan, pp 227-232.
    • (1997) International Symposium on System Life , pp. 227-232
    • Fukutani, I.1    Vaario, J.2
  • 21
    • 0027680412 scopus 로고
    • A cartpole experiment benchmark for trainable controllers
    • Geva S, Sitte J (1993) A cartpole experiment benchmark for trainable controllers. Control Systems Mag IEEE 13(5): 40-51.
    • (1993) Control Syst Mag IEEE , vol.13 , Issue.5 , pp. 40-51
    • Geva, S.1    Sitte, J.2
  • 24
    • 84977058391 scopus 로고
    • Automatic definition of modular neural networks
    • Gruau F (1995) Automatic definition of modular neural networks. Adapt Behav 3(2): 151-183.
    • (1995) Adapt Behav , vol.3 , Issue.2 , pp. 151-183
    • Gruau, F.1
  • 25
    • 0012329219 scopus 로고    scopus 로고
    • A comparison between cellular encoding and direct encoding for genetic neural networks
    • In: MIT Press, Stanford University, CA
    • Gruau F, Whitley D, Pyeatt L (1996) A comparison between cellular encoding and direct encoding for genetic neural networks. In: John Koza R, David Goldberg E, David Fogel B, Rick Riolo L (eds) Genetic programming 1996: proceedings of the first annual conference. MIT Press, Stanford University, CA, pp 81-89.
    • (1996) Genetic Programming 1996: Proceedings of the First Annual Conference , pp. 81-89
    • Gruau, F.1    Whitley, D.2    Pyeatt, L.3
  • 28
    • 32444435664 scopus 로고    scopus 로고
    • Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design
    • In: ACM Press, New York
    • Hornby G (2005) Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design. In: Proceedings of the 2005 conference on genetic and evolutionary computation. ACM Press, New York, pp 1729-1736.
    • (2005) Proceedings of the 2005 Conference on Genetic and Evolutionary Computation , pp. 1729-1736
    • Hornby, G.1
  • 29
    • 0036985854 scopus 로고    scopus 로고
    • Creating high-level components with a generative representation for body-brain evolution
    • Hornby G, Pollack J (2002) Creating high-level components with a generative representation for body-brain evolution. Artif Life 8(3): 223-246.
    • (2002) Artif Life , vol.8 , Issue.3 , pp. 223-246
    • Hornby, G.1    Pollack, J.2
  • 32
    • 84901411269 scopus 로고    scopus 로고
    • Neuroevolution for reinforcement learning using evolution strategies
    • In: IEEE Press, Ne wYork
    • Igel C (2003) Neuroevolution for reinforcement learning using evolution strategies. In: The 2003 congress on evolutionary computation, CEC'03, vol 4. IEEE Press, Ne wYork, pp 2588-2595.
    • (2003) The 2003 congress on evolutionary computation, CEC'03 , vol.4 , pp. 2588-2595
    • Igel, C.1
  • 34
    • 25444448797 scopus 로고    scopus 로고
    • Spontaneous evolution of modularity and network motifs
    • Kashtan N, Alon U (2005) Spontaneous evolution of modularity and network motifs. Proc Natl Acad Sci 102(39): 13, 773-13, 778.
    • (2005) Proc Natl Acad Sci , vol.102 , Issue.39
    • Kashtan, N.1    Alon, U.2
  • 35
    • 0002933170 scopus 로고
    • Designing neural networks using genetic algorithms with graph generation system
    • Kitano H (1990) Designing neural networks using genetic algorithms with graph generation system. Complex Syst 4: 461-476.
    • (1990) Complex Syst , vol.4 , pp. 461-476
    • Kitano, H.1
  • 36
    • 0001538613 scopus 로고
    • Semantics of context-free languages
    • Knuth D (1968) Semantics of context-free languages. Theory Comput Syst 2(2): 127-145.
    • (1968) Theory Comput Syst , vol.2 , Issue.2 , pp. 127-145
    • Knuth, D.1
  • 37
    • 0029517081 scopus 로고
    • Evolution and development of control architectures in animats
    • Kodjabachian J, Meyer JA (1995) Evolution and development of control architectures in animats. Robot Auton Syst 16: 161-182.
    • (1995) Robot Auton Syst , vol.16 , pp. 161-182
    • Kodjabachian, J.1    Meyer, J.A.2
  • 38
    • 0032165064 scopus 로고    scopus 로고
    • Evolution and development of neural networks controlling locomotion, gradient-following, and obstacle-avoidance in artificial insects
    • Kodjabachian J, Meyer JA (1997) Evolution and development of neural networks controlling locomotion, gradient-following, and obstacle-avoidance in artificial insects. IEEE Trans Neural Netw 9: 796-812.
    • (1997) IEEE Trans Neural Netw , vol.9 , pp. 796-812
    • Kodjabachian, J.1    Meyer, J.A.2
  • 41
    • 0014265483 scopus 로고
    • Mathematical models for cellular interaction in development, parts i and ii
    • Lindenmayer A (1968) Mathematical models for cellular interaction in development, parts i and ii. Journal of theoretical biology 18(18): 280-315.
    • (1968) J Theor Biol , vol.18 , Issue.18 , pp. 280-315
    • Lindenmayer, A.1
  • 43
    • 0036695665 scopus 로고    scopus 로고
    • On the origin of modular variation
    • Lipson H, Pollack JB, Suh NP (2002) On the origin of modular variation. Evolution 56(8): 1549-1556.
    • (2002) Evolution , vol.56 , Issue.8 , pp. 1549-1556
    • Lipson, H.1    Pollack, J.B.2    Suh, N.P.3
  • 45
    • 10444288358 scopus 로고    scopus 로고
    • Evolution of analog networks using local string alignment on highly reorganizable genomes
    • In: Proceedings of conference on NASA/DoD 2004
    • Mattiussi C, Floreano D (2004) Evolution of analog networks using local string alignment on highly reorganizable genomes. In: Evolvable hardware, 2004. Proceedings of conference on NASA/DoD 2004, pp 30-37.
    • (2004) Evolvable Hardware, 2004 , pp. 30-37
    • Mattiussi, C.1    Floreano, D.2
  • 46
    • 34948839437 scopus 로고    scopus 로고
    • Analog genetic encoding for the evolution of circuits and networks
    • Mattiussi C, Floreano D (2007) Analog genetic encoding for the evolution of circuits and networks. IEEE Trans Evol Comput 11: 596-607.
    • (2007) IEEE Trans Evol Comput , vol.11 , pp. 596-607
    • Mattiussi, C.1    Floreano, D.2
  • 47
    • 33750683752 scopus 로고    scopus 로고
    • Artificial neurogenesis: Applications to the cart-pole problem and to an autonomous mobile robot
    • Michel O, Clergue M, Collard P (1997) Artificial neurogenesis: Applications to the cart-pole problem and to an autonomous mobile robot. International Journal on Artificial Intelligence Tools 6(4): 613-634.
    • (1997) Int J Artif Intell Tools , vol.6 , Issue.4 , pp. 613-634
    • Michel, O.1    Clergue, M.2    Collard, P.3
  • 51
    • 84976834682 scopus 로고
    • Attribute grammar paradigms: A high-level methodology in language implementation
    • Paakki J (1995) Attribute grammar paradigms: a high-level methodology in language implementation. ACM Comput Surv (CSUR) 27(2): 196-255.
    • (1995) ACM Comput Surv (CSUR) , vol.27 , Issue.2 , pp. 196-255
    • Paakki, J.1
  • 55
    • 0031702258 scopus 로고    scopus 로고
    • Comparison of matrix rewriting versus direct encoding for evolving neural networks
    • In: ICEC'98
    • Siddiqi A (1998) Comparison of matrix rewriting versus direct encoding for evolving neural networks. In: The 1998 IEEE international conference on evolutionary computation, ICEC'98, pp 392-397.
    • (1998) The 1998 IEEE International Conference on Evolutionary Computation , pp. 392-397
    • Siddiqi, A.1
  • 56
    • 0000790263 scopus 로고
    • The architecture of complexity
    • Simon H (1962) The architecture of complexity. Proc Am Philos Soc 106(6): 467-482.
    • (1962) Proc Am Philos Soc , vol.106 , Issue.6 , pp. 467-482
    • Simon, H.1
  • 57
    • 0002658828 scopus 로고
    • Evolving 3d morphology and behavior by competition
    • In: Brooks RA, Maes P (eds), The MIT Press, Cambridge
    • Sims K (1994) Evolving 3d morphology and behavior by competition. In: Brooks RA, Maes P (eds) Proceedings of the fourth international workshop on artificial life. The MIT Press, Cambridge, pp 28-39.
    • (1994) Proceedings of the Fourth International Workshop on Artificial Life , pp. 28-39
    • Sims, K.1
  • 58
    • 0036594106 scopus 로고    scopus 로고
    • Evolving neural networks through augmenting topologies
    • Stanley K, Miikkulainen R (2002) Evolving neural networks through augmenting topologies. Evol Comput 10(2): 99-127.
    • (2002) Evol Comput , vol.10 , Issue.2 , pp. 99-127
    • Stanley, K.1    Miikkulainen, R.2
  • 60
    • 84965191221 scopus 로고
    • Physiological psychology
    • Teuber HL (1955) Physiological psychology. Annu Rev Psychol 6(1): 267-296.
    • (1955) Annu Rev Psychol , vol.6 , Issue.1 , pp. 267-296
    • Teuber, H.L.1
  • 61
    • 0029661332 scopus 로고    scopus 로고
    • Complex adaptations and the evolution of evolvability
    • Wagner G, Altenberg L (1996) Complex adaptations and the evolution of evolvability. Evolution 50(3): 967-976.
    • (1996) Evolution , vol.50 , Issue.3 , pp. 967-976
    • Wagner, G.1    Altenberg, L.2
  • 62
    • 26444549021 scopus 로고    scopus 로고
    • Modular interdependency in complex dynamical systems
    • Watson R (2005) Modular interdependency in complex dynamical systems. Artif Life 11(4): 445-457.
    • (2005) Artif Life , vol.11 , Issue.4 , pp. 445-457
    • Watson, R.1
  • 65
    • 0033362601 scopus 로고    scopus 로고
    • Evolving artificial neural networks
    • Yao X (1999) Evolving artificial neural networks. Proc IEEE 87(9): 1423-1447.
    • (1999) Proc IEEE , vol.87 , Issue.9 , pp. 1423-1447
    • Yao, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.