Exploring knowledge schemes for efficient evolution of hardware

Proceedings - 2004 NASA/DoD Conference on Evolvable Hardware

Volumn , Issue , 2004, Pages 209-216

  Torresen, Jim ^a  

^a UNIVERSITY OF OSLO   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

EVOLVABLE HARDWARE (EHW); HUMAN EXPERT KNOWLEDGE; KNOWLEDGE SCHEMES; MULTIPLIER CIRCUITS;

ALGORITHMS; COMPUTER HARDWARE; LOGIC DESIGN; NETWORKS (CIRCUITS); PROBLEM SOLVING; SIGNAL PROCESSING;

COMPUTER SYSTEMS;

EID: 11244353334     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EH.2004.1310832     Document Type: Conference Paper

References (23)

1. E. Cantu-Paz. A survey of parallel genetic algorithms. Calculateurs Paralleles, Reseaux et Systems Repartis, 10(2):141-171, 1998.
2. P. Darwen and X. Yao. Automatic modularization by speciation. In Proc. of 1996 IEEE International Conference on Evolutionary Computation, pages 88-93, 1996.
3. D. Goldberg. Genetic Algorithms in search, optimization, and machine learning. Addison-Wesley, 1989.
4. W. Hillis. Co-evolving parasites improve simulated evolution as an optimization procedure. Physica D, 42(1-3):228-234, 1990.
5. M. Iwata, I. Kajitani, H. Yamada, H. Iba, and T. Higuchi. A pattern recognition system using evolvable hardware. In Proc. of Parallel Problem Solving from Nature IV (PPSN IV), volume 1141 of Lecture Notes in Computer Science, pages 761-770. Springer-Verlag, September 1996.
6. K. D. Jong and M. Potter. Evolving complex structures via co-operative coevolution. In Proc. of Fourth Annual Conference on Evolutionary Programming, pages 307-317. MIT Press, 1995.
7. T. Kalganova. Bidirectional incremental evolution in extrinsic evolvable hardware. In J. L. et al., editor, Proc. of the 2nd NASA/DoD Workshop on Evolvable Hardware, pages 65-74. IEEE Computer Society, Silicon Valley, USA, July 2000.
8. J. Koza et al. The importance of reuse and development in evolvable hardware. In J. L. et al., editor, Proc. of the 2003 NASA/DoD Conference on Evolvable Hardware, pages 33-42. IEEE, 2003.
9. J. R. Koza. Genetic Programming 11: Automatic Discovery of Reusable Programs. The MIT Press, 1994.
10. W.-P. Lee, J. Hallam, and H. Lund. Learning complex robot behaviours by evolutionary computing with task decomposition. In A. Birk and J. Demiris, editors, Learning Robots: Proc. of 6th European Workshop, EWLR-6 Brighton, volume 1545 of Lecture Notes in Artificial Intelligence, pages 155-172. Springer-Verlag, 1997.
11. J. Miller, D. Job, and V. Vassilev. Principles in the evolutionary design of digital circuits - Part I. Journal of Genetic Programming and Evolvable Machines, 1(1):8-35, 2000.
12. M. Murakawa, S. Yoshizawa, I. Kajitani, T. Furuya, M. Iwata, and T. Higuchi. Hardware evolution at function level. In Proc. of Parallel Problem Solving from Nature IV (PPSN IV), volume 1141 of Lecture Notes in Computer Science, pages 62-71. Springer-Verlag, September 1996.
13. M. Potter and K. D. Jong. Evolving neural networks with collaborative species. In Proc. of Summer Computer Simulation Conference. The Society for Computer Simulation, 1995.
14. J. Torresen. A divide-and-conquer approach to evolvable hardware. In M. Sipper et al., editors, Evolvable Systems: From Biology to Hardware. Second International Conference, ICES 98, volume 1478 of Lecture Notes in Computer Science, pages 57-65. Springer-Verlag, 1998.
15. J. Torresen. Increased complexity evolution applied to evolvable hardware. In Dagli et al., editors, Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining, and Complex Systems, Proc. of ANNIE'99, pages 429-436. ASME Press, November 1999.
16. J. Torresen. Possibilities and limitations of applying evolvable hardware to real-world application. In R. Hartenstein et al., editors, Field-Programmable Logic and Applications: 10th International Conference on Field Programmable Logic and Applications (FPL-2000), volume 1896 of Lecture Notes in Computer Science, pages 230-239. Springer-Verlag, 2000.
17. J. Torresen. Scalable evolvable hardware applied to road image recognition. In J. L. et al., editor, Proc. of the 2nd NASA/DoD Workshop on Evolvable Hardware, pages 245-252. IEEE Computer Society, Silicon Valley, USA, July 2000.
18. J. Torresen. Two-step incremental evolution of a digital logic gate based prosthetic hand controller. In Evolvable Systems: From Biology to Hardware. Fourth International Conference, (ICES'01), volume 2210 of Lecture Notes in Computer Science, pages 1-13. Springer-Verlag, 2001.
19. J. Torresen. A dynamic fitness function applied to improve the generalisation when evolving a signal processing hardware architecture. In Applications of Evolutionary Computing: EvoWorkshops 2002, volume 2279 of Lecture Notes in Computer Science, pages 267-279. Springer-Verlag, 2002.
20. J. Torresen. Evolving both hardware subsystems and the selection of variants of such into an assembled system. In Proc. of the 16th European Simulation Multiconference (ESM2002), pages 451-457. SCS Europe, June 2002.
21. J. Torresen. Evolving multiplier circuits by training set and training vector partitioning. In P. H. A. Tyrrel and J. Torresen, editors, Evolvable Systems: From Biology to Hardware. Fifth International Conference, ICES'03, volume 2606 of Lecture Notes in Computer Science, pages 228-237. Springer-Verlag, 2003.
22. D. J. V. Vassilev and J. Miller. Towards the automatic design of more efficient digital circuits. In J. L. et al., editor, Proc. of the 2nd NASA/DoD Workshop on Evolvable Hardware, pages 151-160. IEEE Computer Society, Silicon Valley, USA, July 2000.
23. X. Yao and T. Higuchi. Promises and challenges of evolvable hardware. In T. Higuchi et al., editors, Evolvable Systems: From Biology to Hardware. First International Conference, ICES 96, volume 1259 of Lecture Notes in Computer Science, pages 55-78. Springer-Verlag, 1997.