Crossref
journal-article
Springer Science and Business Media LLC
Genetic Programming and Evolvable Machines (297)
References
84
Referenced
512
- Dellaert, F.: Toward a biologically defensible model of development. Master’s thesis, Case Western Reserve University, Clevekand, OH (1995)
- Kandel, E.R., Schwartz, J.H., Jessell, T.M. (eds.) Principles of Neural Science. Elsevier, Amsterdam, 3rd edn (1991) / Principles of Neural Science (1991)
- Zigmond, M.J., Bloom, F.E., Landis, S.C., Roberts, J.L., Squire, L.R. (eds.) Fundamental Neuroscience. Academic Press, London (1999) / Fundamental Neuroscience (1999)
-
Deloukas, P., Schuler, G.D., Gyapay, G., Beasley, E.M., et al.: A physical map of 30,000 human genes. Science 282, 744–746 (1998)
(
10.1126/science.282.5389.744
) / Science by P. Deloukas (1998) -
Angeline, P.J.: Morphogenic evolutionary computations: Introduction, issues and examples. In: McDonnell, J.R., Reynolds, R.G., Fogel, D.B. (eds.) Evolutionary Programming IV: The Fourth Annual Conference on Evolutionary Programming, pp. 387–401. MIT Press, Cambridge (1995)
(
10.7551/mitpress/2887.003.0037
) / Evolutionary Programming IV: The Fourth Annual Conference on Evolutionary Programming by P.J. Angeline (1995) - Bentley, P.J., Kumar, S.: The ways to grow designs: A comparison of embryogenies for an evolutionary design problem. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-1999), pp. 35–43. Kaufmann, San Francisco (1999)
-
Hornby, G.S., Pollack, J.B.: Creating high-level components with a generative representation for body-brain evolution. Artif. Life 8, 223–246 (2002)
(
10.1162/106454602320991837
) / Artif. Life by G.S. Hornby (2002) -
Stanley, K.O., Miikkulainen, R.: A taxonomy for artificial embryogeny. Artif. Life 9, 93–130 (2003)
(
10.1162/106454603322221487
) / Artif. Life by K.O. Stanley (2003) -
Stanley, K.O., Bryant, B.D., Miikkulainen, R.: Real-time neuroevolution in the NERO video game. IEEE T. Evolut. Comput. Special Issue Evolut. Comput. Games 9, 653–668 (2005)
(
10.1109/TEVC.2005.856210
) / IEEE T. Evolut. Comput. Special Issue Evolut. Comput. Games by K.O. Stanley (2005) -
Stanley, K.O., Miikkulainen, R.: Evolving neural networks through augmenting topologies. Evolutionary Comput. 10, 99–127 (2002)
(
10.1162/106365602320169811
) / Evolutionary Comput. by K.O. Stanley (2002) -
Stanley, K.O., Miikkulainen, R.: Competitive coevolution through evolutionary complexification. J. Artif. Intell. Res. 21, 63–100 (2004)
(
10.1613/jair.1338
) / J. Artif. Intell. Res. by K.O. Stanley (2004) -
Astor, J.S., Adami, C.: A developmental model for the evolution of artificial neural networks. Artif. Life 6, 189–218 (2000)
(
10.1162/106454600568834
) / Artif. Life by J.S. Astor (2000) -
Boers, E.J.W., Kuiper, H.: Biological metaphors and the design of modular artificial neural networks. Master’s thesis, Departments of Computer Science and Experimental and Theoretical Psychology at Leiden University, The Netherlands (1992)
(
10.1007/978-1-4471-2063-6_219
) - Bongard, J.C.: Evolving modular genetic regulatory networks. In: Proceedings of the 2002 Congress on Evolutionary Computation (2002)
- Bongard, J.C., Pfeifer, R.: Repeated structure and dissociation of genotypic and phenotypic complexity in artificial ontogeny. In: Spector, L. et al. (eds.) Proceedings of the Genetic and Evolutionary Computation Conference. Kaufmann, San Francisco, pp. 829–836 (2001)
- Dellaert, F., Beer, R.D.: A developmental model for the evolution of complete autonomous agents. In: Maes, P., Mataric, M.J., Meyer, J.-A., Pollack, J., Wilson, S.W. (eds.) From Animals to Animats 4: Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior. MIT Press, Cambridge, MA (1996) / From Animals to Animats 4: Proceedings of the Fourth International Conference on Simulation of Adaptive Behavior by F. Dellaert (1996)
- Eggenberger, P.: Evolving morphologies of simulated 3D organisms based on differential gene expression. In: Husbands, P., Harvey, I. (eds.) Proceedings of the Fourth European Conference on Artificial Life, pp. 205–213. MIT Press, Cambridge, MA (1997) / Proceedings of the Fourth European Conference on Artificial Life by P. Eggenberger (1997)
- Federici, D.: Evolving a neurocontroller through a process of embryogeny. In: Schaal, S., Ijspeert, A.J., Billard, A., Vijayakumar, S., Hallam, J., Jean-Arcady (eds.) Proceedings of the Eighth International Conference on Simulation and Adaptive Behavior (SAB-2004), pp. 373–384. MIT Press, Cambridge, MA (2004a) / Proceedings of the Eighth International Conference on Simulation and Adaptive Behavior (SAB-2004) by D. Federici (2004)
- Federici, D.: Using embryonic stages to increase the evolvability of development. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2004) Workshop Program. Springer-Verlag, Berlin (2004b)
- Fleischer, K., Barr, A.H.: A simulation testbed for the study of multicellular development: The multiple mechanisms of morphogenesis. In: Langton, C.G. (ed.) Artificial Life III, pp. 389–416. Addison-Wesley, Reading (1993) / Artificial Life III by K. Fleischer (1993)
- Gruau, F., Whitley, D., Pyeatt, L.: A comparison between cellular encoding and direct encoding for genetic neural networks. In: Koza, J.R., Goldberg, D.E., Fogel, D.B., Riolo, R.L., (eds.) Genetic Programming 1996: Proceedings of the First Annual Conference, pp. 81–89. Cambridge, MA: MIT Press (1996) / Genetic Programming 1996: Proceedings of the First Annual Conference by F. Gruau (1996)
-
Hornby, G.S., Pollack, J.B.: The advantages of generative grammatical encodings for physical design. In: Proceedings of the 2002 Congress on Evolutionary Computation (2001a)
(
10.1109/CEC.2001.934446
) - Hornby, G.S., Pollack, J.B.: Body-brain co-evolution using L-systems as a generative encoding. In: Spector, L. et al. (ed.) Proceedings of the Genetic and Evolutionary Computation Conference. Kaufmann, San Francisco (2001b)
- Jakobi, N.: Harnessing morphogenesis. In: Proceedings of Information Processing in Cells and Tissues, pp. 29–41. University of Liverpool (1995)
-
Kaneko, K., Furusawa, C.: Emergence of multicellular organisms with dynamic differentiation and spatial pattern. Artif. Life 4, 79–93 (1998)
(
10.1162/106454698568459
) / Artif. Life by K. Kaneko (1998) -
Kauffman, S.A.: The Origins of Order. Oxford University Press, New York (1993)
(
10.1093/oso/9780195079517.001.0001
) / The Origins of Order by S.A. Kauffman (1993) - Kitano, H.: Designing neural networks using genetic algorithms with graph generation system. Complex Syst. 4, 461–476 (1990) / Complex Syst. by H. Kitano (1990)
-
Komosinski, M., Rotaru-Varga, A.: Comparison of different genotype encodings for simulated 3D agents. Artif. Life 7, 395–418 (2001)
(
10.1162/106454601317297022
) / Artif. Life by M. Komosinski (2001) -
Lindenmayer, A.: Mathematical models for cellular interaction in development parts I and II. J. Theor. Biol. 18, 280–299; 300–315 (1968)
(
10.1016/0022-5193(68)90079-9
) / J. Theor. Biol. by A. Lindenmayer (1968) -
Lindenmayer, A.: Adding continuous components to L-systems. In: Rozenberg, G., Salomaa, A. (eds.) L Systems, Lecture Notes in Computer Science 15, pp. 53–68. Springer-Verlag, Heidelberg, Germany (1974)
(
10.1007/3-540-06867-8_3
) -
Miller, J.F.: Evolving a self-repairing, self-regulating, French flag organism. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2004). Springer Verlag, Berlin (2004)
(
10.1007/978-3-540-24854-5_12
) -
Mjolsness, E., Sharp, D.H., Reinitz, J.: A connectionist model of development. J. Theor. Biol. 152, 429–453 (1991)
(
10.1016/S0022-5193(05)80391-1
) / J. Theor. Biol. by E. Mjolsness (1991) - Nolfi, S., Parisi, D.: Growing neural networks. Technical Report PCIA-91- 15. Institute of Psychology, C.N.R., Rome (1991) / Growing neural networks Technical Report PCIA-91- 15 by S. Nolfi (1991)
-
Prusinkiewicz, P., Lindenmayer, A.: The Algorithmic Beauty of Plants. Springer-Verlag, Heidelberg, Germany (1990)
(
10.1007/978-1-4613-8476-2
) / The Algorithmic Beauty of Plants by P. Prusinkiewicz (1990) - Schnier, T.: Evolved representations and their use in computational creativity. PhD thesis, University of Sydney Department of Architectural and Design Science, Australia (1998)
-
Sims, K.: Evolving 3D morphology and behavior by competition. In: Brooks, R.A., Maes, P. (eds.) Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems (Artificial Life IV), pp. 28–39. MIT Press, Cambridge, MA (1994)
(
10.1162/artl.1994.1.4.353
) -
Turing, A.: The chemical basis of morphogenesis. Phil. T. Roy. Soc. B 237, 37–72 (1952)
(
10.1098/rstb.1952.0012
) / Phil. T. Roy. Soc. B by A. Turing (1952) -
Gilbert, C.D., Wiesel, T.N.: Receptive field dynamics in adult primary visual cortex. Nature 356, 150–152 (1992)
(
10.1038/356150a0
) / Nature by C.D. Gilbert (1992) -
Hubel, D.H., Wiesel, T.N.: Receptive fields and functional architecture in two nonstriate visual areas (18 and 19) of the cat. J. Neurophysiol. 28, 229–289 (1965)
(
10.1152/jn.1965.28.2.229
) / J. Neurophysiol. by D.H. Hubel (1965) - Behravan, R., Bentley, P.J.: Exploring reaction-diffusion and pattern formation. In: Proceedings of the First Australian Conference on Artificial Life (ACAL 2003) (2003)
- Cangelosi, A., Parisi, D., Nolfi, S.: Cell division and migration in a genotype for neural networks. Technical Report PCIA-93, Institute of Psychology, C.N.R. Rome (1993)
- Belew, R.K., Kammeyer, T.E.: In: Forrest, S. (ed.) Proceedings of the Fifth International Conference on Genetic Algorithms. Kaufmann, San Francisco (1993)
- Stanley, K.O., Reisinger, J., Miikkulainen, R.: Exploiting morphological conventions for genetic reuse. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2004) Workshop Program. Springer Verlag, Berlin (2004)
-
Raff, R.A.: The Shape of Life: Genes, Development, and the Evolution of Animal Form. Chicago, The University of Chicago Press (1996)
(
10.7208/chicago/9780226256573.001.0001
) / The Shape of Life: Genes, Development, and the Evolution of Animal Form by R.A. Raff (1996) -
Amores, A., Force, A., Yan, Y.-L., Joly, L., Amemiya, C., Fritz, A., Ho, R.K., Langeland, J., Prince, V., Wang, Y.-L., Westerfield, M., Ekker, M., Postlethwait, J.H.: Zebrafish HOX clusters and vertebrate genome evolution. Science 282, 1711–1784 (1998)
(
10.1126/science.282.5394.1711
) / Science by A. Amores (1998) -
Darnell, J.E., Doolittle, W.F.: Speculations on the early course of evolution. Proc. Natl. Acad. Sci. USA 83, 1271–1275 (1986)
(
10.1073/pnas.83.5.1271
) / Proc. Natl. Acad. Sci. USA by J.E. Darnell (1986) -
Force, A., Lynch, M., Pickett, F.B., Amores, A., Lin Yan, Y., Postlethwait, J.: Preservation of duplicate genes by complementary, degenerative mutations. Genetics 151, 1531–1545 (1999)
(
10.1093/genetics/151.4.1531
) / Genetics by A. Force (1999) -
Martin, A.P.: Increasing genomic complexity by gene duplication and the origin of vertebrates. Am. Nat. 154, 111–128 (1999)
(
10.1086/303231
) / Am. Nat. by A.P. Martin (1999) - Watson, J.D., Hopkins, N.H., Roberts, J.W., Steitz, J.A., Weiner, A.M.: Molecular Biology of the Gene, 4th edn. The Benjamin Cummings Publishing Company, Inc, Menlo Park, CA (1987) / Molecular Biology of the Gene, 4th Edition by J.D. Watson (1987)
-
Altenberg, L.: Evolving better representations through selective genome growth. In: Proceedings of the IEEE World Congress on Computational Intelligence, pp. 182–187. IEEE Press, Piscataway, NJ (1994)
(
10.1109/ICEC.1994.350019
) -
Carroll, S.B.: Homeotic genes and the evolution of arthropods and chordates. Nature 376, 479–485 (1995)
(
10.1038/376479a0
) / Nature by S.B. Carroll (1995) -
Cybenko, G.: Approximation by superpositions of a sigmoidal function. Math. Control Signals Syst. 2, 303–314 (1989)
(
10.1007/BF02551274
) / Math. Control Signals Syst. by G. Cybenko (1989) - Meinhardt, H.: Models of Biological Pattern Formation. Academic Press, London (1982) / Models of Biological Pattern Formation by H. Meinhardt (1982)
-
Curtis, D., Apfeld, J., Lehmann, R.: Nanos is an evolutionarily conserved organizer of anterior-posterior polarity. Development 121, 1899–1910 (1995)
(
10.1242/dev.121.6.1899
) / Development by D. Curtis (1995) -
Lall, S., Patel, N.: Conservation and divergence in molecular mechanisms of axis formation. Annu. Rev. Genet. 35, 407–447 (2001)
(
10.1146/annurev.genet.35.102401.090832
) / Annu. Rev. Genet. by S. Lall (2001) -
Angeline, P.J., Saunders, G.M., Pollack, J.B.: An evolutionary algorithm that constructs recurrent neural networks. IEEE Trans. Neural Networks 5, 54–65 (1993)
(
10.1109/72.265960
) / IEEE Trans. Neural Networks by P.J. Angeline (1993) -
Opitz, D.W., Shavlik, J.W.: Connectionist theory refinement: Genetically searching the space of network topologies. J. Artif. Intell. Res. 6, 177–209 (1997)
(
10.1613/jair.368
) / J. Artif. Intell. Res. by D.W. Opitz (1997) - Pujol, J.C.F., Poli, R.: Evolution of the topology and the weights of neural networks using genetic programming with a dual representation. Technical Report CSRP-97-7, School of Computer Science, The University of Birmingham, Birmingham B15 2TT, UK (1997)
- Yao, X., Liu, Y.: Towards designing artificial neural networks by evolution. Appl. Math. Comput. 91, 83–90 (1996) / Appl. Math. Comput. by X. Yao (1996)
- Zhang, B.-T., Muhlenbein, H.: Evolving optimal neural networks using genetic algorithms with Occam’s razor. Complex Syst. 7, 199–220 (1993) / Complex Syst. by B.-T. Zhang (1993)
-
Miller, J.F.P.T.: Cartesian genetic programming. In: Proceedings of the Third European Conference on Genetic Programming Published as Lecture Notes in Computer Science, vol. 1802, pp. 121–132 (2000)
(
10.1007/978-3-540-46239-2_9
) - Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Slection. MIT Press, Cambridge, MA (1992) / Genetic Programming: On the Programming of Computers by Means of Natural Slection by J.R. Koza (1992)
- Gomez, F., Miikkulainen, R.: Solving non-Markovian control tasks with neuroevolution. In: Proceedings of the 16th International Joint Conference on Artificial Intelligence, pp. 1356–1361. Kaufmann, San Francisco (1999)
-
Saravanan, N., Fogel, D.B.: Evolving neural control systems. IEEE Expert 10, 23–27 (1995)
(
10.1109/64.393139
) / IEEE Expert by N. Saravanan (1995) -
Yao, X.: Evolving artificial neural networks. Proc. IEEE 87, 1423–1447 (1999)
(
10.1109/5.784219
) / Proc. IEEE by X. Yao (1999) -
Radcliffe, N.J.L: Genetic set recombination and its application to neural network topology optimization. Neural Comput. Appl. 1, 67–90 (1993)
(
10.1007/BF01411376
) / Neural Comput. Appl. by N.J. Radcliffe (1993) -
Roggen, D., Federici, D.: Multi-cellular development: Is there scalability and robustness to gain. In: Proceedings of the 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), pp. 391–400 (2004)
(
10.1007/978-3-540-30217-9_40
) -
Reisinger, J., Stanley, K.O., Miikkulainen, R.: Towards an empirical measure of evolvability. In: Genetic and Evolutionary Computation Conference (GECCO2005) Workshop Program, pp. 257–264. ACM Press, Washington, D.C. (2005)
(
10.1145/1102256.1102315
) -
Parmee, I.C.: Improving problem definition through interactive evolutionary computation. J. Artif. Intell. Eng. Design Analy. Manuf. Special Issue: Human-computer Interact. Eng. 16, 185–202 (2002)
(
10.1017/S0890060402163050
) / J. Artif. Intell. Eng. Design Analy. Manuf. Special Issue: Human-computer Interact. Eng. by I.C. Parmee (2002) -
Takagi, H.: Interactive evolutionary computation: Fusion of the capacities of EC optimization and human evaluation. Proc. IEEE 89, 1275–1296 (2001)
(
10.1109/5.949485
) / Proc. IEEE by H. Takagi (2001) -
Baluja, S., Pomerleau, D., Jochem, T.: Towards automated artificial evolution for computer-generated images. Connect. Sci. 6, 325–354 (1994)
(
10.1080/09540099408915729
) / Connect. Sci. by S. Baluja (1994) - Dawkins, R.: The evolution of evolvability. In: Langton, C.G. (ed.) Artificial Life, pp. 201–220. Addison-Wesley, Reading, MA (1989) / Artificial Life by R. Dawkins (1989)
-
Greenfield, G.R.: Evolving expressions and art by choice. Leonard 33, 93–99 (2000)
(
10.1162/0024094000552333
) / Leonard by G.R. Greenfield (2000) - Lund, H.H., Pagliarini, L., Miglino, P.: Artistic design with GA and NN. In: Proceedings of the 1st Nordic Workshop on Genetic Algorithms and Their Applications (1NWGA), pp. 97–105 (1995)
- McCormack, J.P.: Interactive evolution of L-system grammars for computer graphics modelling. In: Green, D.G., Bossomaier, T. (eds.) Complex Systems: From Biology to Computation, pp. 118–130. IOS Press, Amsterdam (1993) / Complex Systems: From Biology to Computation by J.P. McCormack (1993)
-
Sims, K.: Artificial evolution for computer graphics. In: Proceedings of the 18th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH ’91), pp. 319–328. ACM Press, New York, NY (1991)
(
10.1145/122718.122752
) - Smith, J.R.: Designing biomorphs with an interactive genetic algorithm. In: Belew, R.K., Booker, L.B. (eds.) Proceedings of the 4th International Conference on Genetic Algorithms (ICGA-91), pp. 535–538. Morgan Kaufmann, San Mateo, CA (1991) / Proceedings of the 4th International Conference on Genetic Algorithms (ICGA-91) by J.R. Smith (1991)
- Todd, S., Latham, W.: Evolutionary Art and Computers. Academic Press, London (1992) / Evolutionary Art and Computers by S. Todd (1992)
- Dawkins, R.: The Blind Watchmaker. Longman, Essex, UK (1986) / The Blind Watchmaker by R. Dawkins (1986)
-
Nishino, H., Takagi, H., Cho, S.-B., Utsumiya, K.: A 3D modeling system for creative design. In: 15th International Conference on Information Networking, pp. 479–486 (2001)
(
10.1109/ICOIN.2001.905468
) - Todd, S., Latham, W.: The Mutation and Growth of Art by Computers, chapter 9, pp. 221–250. Morgan Kaufmann (1999)
- Husbands, P., Germy, G., McIlhagga, M., Ives, R.: Two applications of genetic algorithms to component design. Evolutionary Computing. LNCS 1143, 50–61 (1996) / LNCS by P. Husbands (1996)
- Andersen, T., Otter, C., Petschulat, C., Eoff, U., Menten, T., Davis, R., Crowley, B.: A biologically-derived approach to tissue modeling. In: Westwood, J. et al., (eds.) Technology and Informatics, pp. 15–21. IOS Press, Amsterdam (2005) / Technology and Informatics by T. Andersen (2005)
- Miller, J.F.: Evolving developmental programs for adaptation, morphogenesis, and self-repair. In: Banzhaf, W., Christaller, T., Dittrich, P., Kim, J.T., Ziegler, J. (eds.) Advances in Artificial Life. 7th European Conference on Artificial Life, vol. 2801 of Lecture Notes in Artificial Intelligence, pp. 256–265. Springer, Dortmund, Germany (2003) / Advances in Artificial Life. 7th European Conference on Artificial Life, vol. 2801 of Lecture Notes in Artificial Intelligence by J.F. Miller (2003)
Dates
Type | When |
---|---|
Created | 18 years, 3 months ago (May 9, 2007, 6:40 p.m.) |
Deposited | 7 months, 1 week ago (Jan. 15, 2025, 10:44 p.m.) |
Indexed | 6 days, 18 hours ago (Aug. 19, 2025, 6:24 a.m.) |
Issued | 18 years, 3 months ago (May 10, 2007) |
Published | 18 years, 3 months ago (May 10, 2007) |
Published Online | 18 years, 3 months ago (May 10, 2007) |
Published Print | 18 years, 2 months ago (June 6, 2007) |
@article{Stanley_2007, title={Compositional pattern producing networks: A novel abstraction of development}, volume={8}, ISSN={1573-7632}, url={http://dx.doi.org/10.1007/s10710-007-9028-8}, DOI={10.1007/s10710-007-9028-8}, number={2}, journal={Genetic Programming and Evolvable Machines}, publisher={Springer Science and Business Media LLC}, author={Stanley, Kenneth O.}, year={2007}, month=may, pages={131–162} }