Cartesian genetic programming

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

Volumn , Issue , 2008, Pages 2701-2725

  Miller, Julian Francis ^a   Harding, Simon ^b  

^a UNIVERSITY OF YORK   (United Kingdom)

^b MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 57349182559     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1388969.1389075     Document Type: Conference Paper

References (65)

1. Walker J. A. Modular Cartesian Genetic Programming. PhD thesis, University of York, 2008.
2. Walker J.A., Miller J.F. The Automatic Acquisition, Evolution and Re-use of Modules in Cartesian Genetic Programming. IEEE Transactions on Evolutionary Computation, (2008) in press.
3. Hirayama Y., Clarke T, Miller J. F. Fault Tolerant Control Using Cartesian Genetic Programming, Proceedings of Genetic and Evolutionary Computation Conference, ACM Press, (2008) see this conference.
4. Khan G. M., Miller J. F., Halliday D. M. Co-evolution of neuro-developmental programs that play checkers, Proceedings of Genetic and Evolutionary Computation Conference, ACM Press, (2008) see this conference.
5. Walker J. A., Miller J. F. Solving Real-valued Optimisation Problems using Cartesian Genetic Programming. Proceedings of Genetic and Evolutionary Computation Conference, ACM Press, (2007) 1724-1730.
6. Clegg J., Walker J. A., Miller J. F. A New Crossover Technique for Cartesian Genetic Programming. Proceedings of Genetic and Evolutionary Computation Conference, ACM Press, (2007) 1580-1587.
7. Khan G. M., Halliday D. M., Miller J. F. Coevolution of Intelligent Agents using Cartesian Genetic Programming. Proceedings of Genetic and Evolutionary Computation Conference, ACM Press, (2007) 269-276.
8. Harding S. L., Miller J. F., Banzhaf W. Self-Modifying Cartesian Genetic Programming, Proceedings of Genetic and Evolutionary Computation Conference, ACM Press, (2007) 1021-1028.
9. Walker J. A., Miller J. F. Predicting Prime Numbers using Cartesian Genetic Programming, Proceedings of 10th European Conference on Genetic Programming (EuroGP 2007), Springer LNCS 4445 (2007) 205-216
10. Harding S., Banzhaf W. Fast Genetic Programming on GPUs. Proceedings of 10th European Conference on Genetic Programming (EuroGP 2007), Springer LNCS 4445 (2007) 90-101
11. Walker J. A., Miller J. F. Changing the Genospace: Solving GA Problems using Cartesian Genetic Programming, Proceedings of 10th European Conference on Genetic Programming (EuroGP 2007), Springer LNCS 4445 (2007) 261-270.
12. Zbyšek G., Lukáš S. Reducing the Number of Transistors in Digital Circuits Using Gate-Level Evolutionary Design, Proceedings of Genetic and Evolutionary Computation Conference (GECCO2007), ACM, (2007) 245-252.
13. DiPaola S., Gabora L. Incorporating characteristics of human creativity into an evolutionary art algorithm, Late Breaking papers at Genetic and Evolutionary Computation Conference, ACM Press, (2007) 2450-2456. For further info see: http://dipaola.org/evolve/
14. Yu T., Miller J.F., Through the Interaction of Neutral and Adaptive Mutations Evolutionary Search Finds a Way. Artificial Life, 12 (2006) 525-551.
15. Miller J.F., Smith S.L. Redundancy and Computational Efficiency in Cartesian Genetic Programming. IEEE Transactions on Evolutionary Computation, 10 (2006) 167-174.
16. Walker J. A., Miller J. F., Cavill R. A Multi-chromosome Approach to Standard and Embedded Cartesian Genetic Programming, Proceedings of the 2006 Genetic and Evolutionary Computation Conference (GECCO 2006), ACM Press, (2006) 903-910.
17. Walker J. A., Miller J. F. Embedded Cartesian Genetic Programming and the Lawnmower and Hierarchical-if-and-only-if Problems, Proceedings of the 2006 Genetic and Evolutionary Computation Conference (GECCO 2006), ACM Press, (2006) 911-918.
18. Lukáš S., Vašíček Zdeněk V. On the Practical Limits of the Evolutionary Digital Filter Design at the Gate Level, Proceedings of EvoHOT, Springer, LNCS 3907 (2006) 344-355.
19. Walker J. A., Miller J. F. Improving the Evolvability of Digital Multipliers Using Embedded Cartesian Genetic Programming and Product Reduction. Proceedings of 6th International Conference in Evolvable Systems (ICES 2005), Springer, LNCS 3637 (2005) 131-142.
20. Liu H., Miller J. F., Tyrrell A. M. , Intrinsic evolvable hardware implementation of a robust biological development model for digital systems, Proceedings of the NASA/DOD Evolvable Hardware Conference, IEEE Computer Society (2005) 87-92.
21. Walker J. A., Miller J. F. Investigating the performance of module acquisition in Cartesian Genetic Programming, Proceedings of the 2005 conference on Genetic and Evolutionary Computation (GECCO 2005), ACM Press (2005) 1649-1656.
22. Harding S. L., Miller J. F. Evolution of Robot Controller Using Cartesian Proceedings of the 6th European Conference on Genetic Programming (EuroGP 2005) Springer LNCS 3447 (2005) 62-72.
23. Liu H., Miller J. F., Tyrrell A. M. A Biological Development Model for the Design of Robust Multiplier. Applications of Evolutionary Computing: EvoHot 2005, Springer LNCS 3449 (2005) 195-204
24. DiPaolo S. Evolving Creative Portrait Painter Programs using Darwinian Techniques with an Automatic Fitness Function. Electronic Visualizationa and the Arts Conference (2005)
25. Miller J. F., Thomson P. Beyond the Complexity Ceiling: Evolution, Emergence and Regeneration. Workshop on Regeneration and Learning in Developmental Systems, Genetic and Evolutionary Computation Conference (2004).
26. Liu H., Miller J. F., Tyrrell A. M. An Intrinsic Robust Transient Fault-Tolerant Developmental Model for Digital Systems. Workshop on Regeneration and Learning in Developmental Systems, Genetic and Evolutionary Computation Conference (2004).
27. Zhang Y., Smith S. L., Tyrrell A. M. Digital circuit design using intrinsic evolvable hardware,Proceedings of the NASA/DOD Evolvable Hardware Conference, IEEE Computer Society (2004) 55-62.
28. Miller J. F. Evolving a self-repairing, self-regulating, French flag organism. Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2004), Springer LNCS 3102 (2004) 129-139.
29. Walker J. A., Miller J. F. Evolution and Acquisition of Modules in Cartesian Genetic Programming. Genetic Programming 7th European Conference, EuroGP 2004, Proceedings. Springer LNCS 3003 (2004) 187-197.
30. Garmendia-Doval B., Miller J.F., Morley S.D. Post Docking Filtering using Cartesian Genetic Programming. Genetic Programming Theory and Practice II. O'Reilly U-M., Yu T., Riolo R., Worzel B. (Eds.). University of Michigan Illinois USA. Springer (2004).
31. Rothermich J., Wang F., Miller J. F. Adaptivity in Cell Based Optimization for Information Ecosystems. Proceedings of the 2003 Congress on Evolutionary Computation (CEC03) IEEE Press (2003) 490-497.
32. Miller J. F. Evolving developmental programs for adaptation, morphogenesis, and self-repair. Proceedings of the 7th European Conference on Artificial Life, Springer LNAI 2801 (2003) 256-265.
33. Miller J. F., Thomson P. A Developmental Method for Growing Graphs and Circuits. Proceedings of the 5th International Conference on Evolvable Systems: From Biology to Hardware, Springer LNCS 2606 (2003) 93-104.
34. Miller J.F., Banzhaf W., Evolving the Program for a Cell From French Flags to Boolean Circuits. Kumar S., Bentley P. On Growth, Form and Computers. Elsevier Academic Press (2003).
35. Lukáš S. Evolvable Components - From Theory to Hardware Implementations, Berlin, Springer, 2003, ISBN 3-540-40377-9
36. Voss, Mark S. (2003). Social programming using functional swarm optimization. In Proceedings of IEEE Swarm intelligence Symposium (SISO3).
37. Voss, Mark S. and James C. Howland, III (2003). Financial modelling using social programming. In FEA 2003: Financial Engineering and Applications, Banff, Alberta.
38. Rothermich J., Miller J. F. Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life. Proceedings of the 2002 U.K. Workshop on Computational Intelligence (2002).
39. Yu T., Miller J. F. Finding Needles in Haystacks Is Not Hard with Neutrality. Proceedings of the 5th European Conference on Genetic Programming (EuroGP2002), Springer LNCS 2278 (2002) 13-25.
40. Lukáš S. Image Filter Design with Evolvable Hardware, Proceedings of Evolutionary Image Analysis and Signal Processing (EvolASP2002), Springer LNCS 2279 (2002) 255-266.
41. Yu T., Miller J. F. Neutrality and Evolvability of a Boolean Function Landscape, Proceedings of the 4th European Conference on Genetic Programming (EuroGP2001). Springer LNCS, 2038, (2001) 204-217.
42. Miller J. F., Hartmann M. Evolving messy gates for fault tolerance: some preliminary findings. Proceedings of the 3rd NASA/DOD Workshop on Evolvable Hardware (EH'01). IEEE Computer Society (2001) 116-123.
43. Miller J. F., Hartmann M. Untidy evolution: Evolving messy gates for fault tolerance', Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware. Springer LNCS 2210 (2001) 14-25.
44. Miller J. F. What bloat? Cartesian Genetic Programming on Boolean problems. Genetic and Evolutionary Computation Conference, Late breaking paper (2001) 295 - 302.
45. Miller J.F., Kalganova T., Lipnitskaya N., Job D. The Genetic Algorithm as a Discovery Engine: Strange Circuits and New Principles. Creative Evolutionary Systems. Morgan Kaufmann (2001).
46. Miller J.F., Job D., Vassilev V.K. Principles in the Evolutionary Design of Digital Circuits - Part I. Journal of Genetic Programming and Evolvable Machines, 1 (2000) 8-35.
47. Miller J.F., Job D., Vassilev V.K. Principles in the Evolutionary Design of Digital Circuits - Part II. Journal of Genetic Programming and Evolvable Machines, 3 (2000) 259-288.
48. Vassilev V. K., Miller J. F. Towards the Automatic Design of More Efficient Digital Circuits. Proceedings of the 2nd NASA/DOD Workshop on Evolvable Hardware. IEEE Computer Society (2000) 151-160.
49. Vassilev V. K., Miller J. F. Scalability Problems of Digital Circuit Evolution. Proceedings of the 2nd NASA/DOD Workshop on Evolvable Hardware. IEEE Computer Society (2000) 55-64.
50. Miller J. F., Thomson P. Cartesian Genetic Programming. Proceedings of the 3rd European Conference on Genetic Programming. Springer LNCS 1802 (2000) 121-132.
51. Vassilev V. K., Miller J. F. The Advantages of Landscape Neutrality in Digital Circuit Evolution. Proceedings of the 3rd International Conference on Evolvable Systems: From Biology to Hardware. Springer LNCS 1801 (2000) 252-263.
52. Ashmore, L. An Investigation Into cartesian genetic programming within the field of evolutionary art. http://www.emoware.org/evolutionary-ary.asp, Department of Computer Science, University of Birmingham (2000)
53. Miller J. F. Evolution of Digital Filters using a Gate Array Model. Proceedings of the First EvolASP'99 Workshop on Image Analysis and Signal Processing. Springer LNCS 1596 (1999) 17-30.
54. Miller J. F. Digital Filter Design at Gate-level using Evolutionary Algorithms. Proceedings of the 1st Genetic and Evolutionary Computation Conference (GECCO'99). Morgan Kaufmann (1999) 1127-1134.
55. Miller J. F. An empirical study of the efficiency of learning boolean functions using a Cartesian Genetic Programming Approach. Proceedings of the 1 st Genetic and Evolutionary Computation Conference (GECCO'99). Morgan Kaufmann (1999) 1135-1142.
56. Miller J. F. On the filtering properties of evolved gate arrays. Proceedings of the First NASA/DOD Workshop on Evolvable Hardware (EH'99). IEEE Computer Society (1999) 2-11.
57. Vassilev V. K, Miller J. F., Fogarty T. C. On the Nature of Two-BIt Multiplier Landscapes. Proceedings of the First NASA/DOD Workshop on Evolvable Hardware (EH'99). IEEE Computer Society (1999) 36-45.
58. Miller J. F., Kalganova T., Lipnitskaya N., Job D. The Genetic Algorithm asa Discovery Engine: Strange Circuits and New Principles. Proceedings of the workshop on the AISB Symposium on Creative Evolutionary Systems (CES'99) (1999) 65-74.
59. Vassilev V. K., Miller J. F., Fogarty T. C. Digital Circuit Evolution and Fitness Landscapes. Proceedings of the Congress on Evolutionary Computation. IEEE Press (1999) 1299-1306.
60. Kalganova T., Miller J. F., Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness. Proceedings of the First NASA/DOD Workshop on Evolvable Hardware (EH'99). IEEE Computer Society (1999) 54-63.
61. Miller J. F., Thomson P. Evolving Digital Electronic Circuits for Real-Valued Function Generation using a Genetic Algorithm . Proceedings of the Third Annual Conference on Genetic Programming. Morgan Kaufmann (1998) 863-868.
62. Miller J. F., Thomson P. Aspects of Digital Evolution: Evolvability and Architecture. Proceedings of The Fifth International Conference on Parallel Problem Solving from Nature (PPSNV). Springer LNCS 1498 (1998) 927-936.
63. Miller J. F., Thomson P. Aspects of Digital Evolution: Geometry and Learning. Proceedings of the 2nd International Conference on Evolvable Systems: From Biology to Hardware. Springer LNCS 1478 (1998) 25-35.
64. Kalganova T, Miller J. F., Fogarty T. C. Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design Proceedings of the 2nd International Conference on Evolvable Systems: From Biology to Hardware. Springer LNCS 1478 (1998) 78-89.
65. Miller J.F., Thomson P., Fogarty T.C. Designing Electronic Circuits Using Evolutionary Algorithms: Arithmetic Circuits: A Case Study. Genetb Algorithms end Evolutlon Strategies In Engineering and Computer Science: Recent Advancements and Industrial Applications. Quagllarella, D., Perlaux J., Polonl C., Winter G. (Eds.). Wiley (1997)