Higher-Order Functions in Aesthetic EC Encodings

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James McDermott, Jonathan Byrne, Swafford, J.M., Michael O'Neill and Anthony Brabazon (2010) Higher-Order Functions in Aesthetic EC Encodings. 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.2816-2823




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Used References

J. Hughes, "Why functional programming matters," The computer journal, vol. 32, no. 2, p. 98, 1989. http://dx.doi.org/10.1093/comjnl/32.2.98

T. Yu, "Hierarchical processing for evolving recursive and modular programs using higher-order functions and lambda abstraction," Genetic Programming and Evolvable Machines, vol. 2, no. 4, pp. 345-380, 2001.

J. A. Biles, "GenJam: Evolution of a jazz improviser," in Creative Evolutionary Systems, P. J. Bentley and D. W. Corne, Eds. Morgan Kaufmann, 2002, pp. 165-187. http://dx.doi.org/10.1016/B978-155860673-9/50042-2

H. Takagi, "Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation," Proc. of the IEEE, vol. 89, no. 9, pp. 1275-1296, 2001.

M. J. Dominus, Higher order PERL: transforming programs with programs. Morgan Kaufmann, 2005. [Online]. Available: http://hop.perl.plover.com/

D. J. Montana, "Strongly typed genetic programming," Evolutionary computation, vol. 3, no. 2, pp. 199-230, 1995. http://dx.doi.org/10.1162/evco.1995.3.2.199

M. O'Neill and C. Ryan, Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language. Kluwer Academic Publishers, 2003.

I. Dempsey, M. O'Neill, and A. Brabazon, Foundations in Grammatical Evolution for Dynamic Environments. Springer Verlag, 2009.

J. R. Koza, Genetic Programming II: Automatic Discovery of Reusable Programs. Cambridge, Massachusetts: The MIT Press, 1994.

M. O'Neill and C. Ryan, "Grammar based function definition in grammatical evolution," in GECCO, 2000.

E. Hemberg, M. O'Neill, and A. Brabazon, "An investigation into automatically defined function representations in grammatical evolution," in Mendel 15th International Conference on Soft Computing, Brno, Czech Republic, 2009.

R. Harper and A. Blair, "Dynamically defined functions in grammatical evolution," in Proceedings of the 2006 IEEE Congress on Evolutionary Computation, 2006. http://dx.doi.org/10.1109/CEC.2006.1688638

G. S. Hornby, "Measuring, enabling and comparing modularity, regularity and hierarchy in evolutionary design," in Proceedings of GECCO '05, 2005.

J. A. Walker and J. F. Miller, "Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems," in GECCO: proceedings of the 8th annual conference on Genetic and evolutionary computation. ACM, 2006, p. 918. http://dx.doi.org/10.1145/1143997.1144154

L. Spector, "Evolving control structures with automatically defined macros," in Working Notes of the AAAI Fall Symposium on GP, 1995, pp. 99-105.

L. Spector, , "Autoconstructive evolution: Push, pushGP, and pushpop," in Proceedings of GECCO, 2001, pp. 137-146.

P. J. Bentley, "Exploring component-based representations - the secret of creativity by evolution?" in Proceedings of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM 2000), I. C. Parmee, Ed., University of Plymouth, 2000, pp. 161-172. http://dx.doi.org/10.1007/978-1-4471-0519-0_13

S. Kumar and P. J. Bentley, "Biologically inspired evolutionary development," in Proceedings of ICES 2009, ser. LNCS, no. 2606. Springer, 2003, pp. 57-68. http://dx.doi.org/10.1007/3-540-36553-2_6

K. O. Stanley, "Compositional pattern producing networks: A novel abstraction of development," Genetic Programming and Evolvable Machines, vol. 8, no. 2, pp. 131-162, 2007. http://dx.doi.org/10.1007/s10710-007-9028-8

J. R. Woodward, "Modularity in genetic programming," in Proceedings of EuroGP. Springer, 2003, pp. 254-263. http://dx.doi.org/10.1007/3-540-36599-0_23

J. McCormack, "Evolutionary L-systems," in Design by Evolution: Advances in Evolutionary Design, P. F. Hingston, L. C. Barone, Z. Michalewicz, and D. B. Fogel, Eds. Springer-Verlag, 2008, pp. 169-196. http://dx.doi.org/10.1007/978-3-540-74111-4_10

M. O'Neill, J. McDermott, J. M. Swafford, J. Byrne, E. Hemberg, E. Shotton, C. McNally, A. Brabazon, and M. Hemberg, "Evolutionary design using grammatical evolution and shape grammars: Designing a shelter," International Journal of Design Engineering, vol. 3, no. 1, 2010.

F. Lerdahl and R. Jackendoff, A Generative Theory of Tonal Music. Cambridge, MA: MIT Press, 1983.

P. Dahlstedt, "Sounds unheard of: Evolutionary algorithms as creative tools for the contemporary composer," Ph.D. dissertation, Chalmers University of Technology, 2004.


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