Multi-objective optimisation of cell-array circuit evolution

2011 IEEE Congress of Evolutionary Computation, CEC 2011

Volumn , Issue , 2011, Pages 440-446

  Bremner, Paul ^a   Samie, Mohammad ^a   Pipe, Anthony G ^a   Tyrrell, Andy ^b  

^a UNIVERSITY OF THE WEST OF ENGLAND   (United Kingdom)

^b UNIVERSITY OF YORK   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CARTESIAN GENETIC PROGRAMMING; CIRCUIT DECOMPOSITION; CONFIGURABLE; DECOMPOSITION TECHNIQUE; EVOLUTION TIME; INPUT AND OUTPUTS; KEY FACTORS; OPTIMISATIONS; SUBSTANTIAL REDUCTION;

DIGITAL CIRCUITS; EQUIVALENT CIRCUITS; GENETIC PROGRAMMING; MULTIOBJECTIVE OPTIMIZATION;

BIOLOGY;

EID: 80051976262     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2011.5949651     Document Type: Conference Paper

References (13)

1. J. Miller and P. Thomson, Cartesian genetic programming. in EuroGP 00: Proceedings of the 3rd European Conference on Genetic Programming, 2000, p. 121132.
2. V. Vassilev, D. Job, and J. Miller, Towards the automatic design of more efficient digital circuits. in EH 00: Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware., 2000, p. 151.
3. P. Bremner, M. Samie, G. Dragffy, A. G. Pipe, J. A. Walker, and A. Tyrrell, Evolving digital circuits using complex building blocks. in ICES 10: Proceedings of the 9th International Conference on Evolvable Systems: From Biology to Hardware., 2010, p. 3748.
4. P. Bremner, M. Samie, G. Dragffy, A. G. Pipe, and Y. Liu, Evolving cell array configurations using CGP, in EuroGP 11: Proceedings of the 14th European Conference on Genetic Programming., 2011, P. In press.
5. M. Samie, G. Dragffy, A. Popescu, T. Pipe, and C. Melhuish, Prokary-otic bio-inspired model for embryonics. in NASA/ESA Conference on Adaptive Hardware and Systems, 2009, pp. 163-170.
6. J. Hilder, J. Walker, and A. Tyrrell, Use of a multi-objective fitness function to improve cartesian genetic programming circuits. in Adaptive Hardware and Systems (AHS), 2010 NASA/ESA Conference on., 2010, pp. 13-24.
7. K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, A fast and elitist multiobjective genetic algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation, pp. 181-197, 2002.
8. J. Wang and C. H. Lee, Evolutionary design of combinational logic circuits using vra processor, in IEICE Electronics Express, vol. 6, 2009, p. 141147.
9. E. Stomeo, T. Kalganova, and C. Lambert, Generalized disjunction decomposition for evolvable hardware. IEEE Trans. Syst. Man Cybern. Part B, p. 10241043, 2006.
10. T. Yu and J. Miller, Neutrality and the evolvability of boolean function landscape. in EuroGP 01: Proceedings of the 4th European Conference on Genetic Programming., 2001, pp. 204-217. (Pubitemid 33255072)
11. J. Miller and S. Smith, Redundancy and computational efficiency in cartesian genetic programming. Evolutionary Computation, IEEE Transactions on, pp. 167-174, 2006.
12. S. Zhao and L. Jiao, Multi-objective evolutionary design and knowledge discovery of logic circuits based on an adaptive genetic algorithm, Genetic Programming and Evolvable Machines, pp. 195-210, 2006. (Pubitemid 44483481)
13. J. Walker, Y. Liu, G. Tempesti, and A. Tyrrell, Automatic code generation on a MOVE processor using cartesian genetic programming, in ICES 10: Proceedings of the 9th International Conference on Evolvable Systems: From Biology to Hardware., 2010, pp. 238-249.