EHW from consumer point of view: Consumer-Triggered Evolution
作者： Yerbol Sapargaliyev , Tatiana Kalganova
DOI:
关键词: Set (psychology) 、 Adaptive system 、 Imitation 、 Artificial intelligence 、 Engineering 、 Adaptation (computer science) 、 Key (cryptography) 、 Evolutionary algorithm 、 Evolvable hardware 、 Process (engineering)
摘要: Evolvable Hardware (EHW) has been regarded as adaptive system acquired by wide application market. Consumer market of any good requires diversity to satisfy consumers' preferences. Adaptation EHW is a key technology that could provide individual approach every particular user. This situation raises question: how set target for evolutionary algorithm? The existing techniques do not allow consumer influence process. Only designer at the moment capable evolution. proposed consumer-triggered evolution overcomes this problem introducing new features help obtain targets during stage. Classification given according responsiveness, imitation human behavior and circuit response. Home intelligent water heating considered an example.
参考文章(19)
Didier Keymeulen, Tetsuya Higuchi, Masaya Iwata, Yasuo Kuniyoshi, Comparison between off-line model-free and on-line model-based evolution applied to a robotics navigation system using evolvable hardware ALIFE Proceedings of the sixth international conference on Artificial life. pp. 199- 208 ,(1998)
Jim Torresen, A Dynamic Fitness Function Applied to Improve the Generalisation when Evolving a Signal Processing Hardware Architecture Lecture Notes in Computer Science. pp. 267- 279 ,(2002) , 10.1007/3-540-46004-7_27
Michael Løve, Kim Riis Sørensen, Jesper Larsen, Jens Clausen, Disruption Management for an Airline - Rescheduling of Aircraft Lecture Notes in Computer Science. pp. 315- 324 ,(2002) , 10.1007/3-540-46004-7_31
Masaharu Tanaka, Hidenori Sakanashi, Mehrdad Salami, Masaya Iwata, Takio Kurita, Tetsuya Higuchi, Data Compression for Digital Color Electrophotographic Printer with Evolvable Hardware international conference on evolvable systems. pp. 106- 114 ,(1998) , 10.1007/BFB0057612
Lukas Sekanina, Tughrul Arslan, Evolvable Components: From Theory to Hardware Implementations ,(2004)
R. Zebulum, A. Stoica, D. Keymeulen, Experiments on the evolution of digital to analog converters 2001 IEEE Aerospace Conference Proceedings (Cat. No.01TH8542). ,vol. 5, pp. 2321- 2331 ,(2001) , 10.1109/AERO.2001.931192
David B. Fogel, Zbigniew Michalewicz, Thomas Back, Handbook of Evolutionary Computation ,(1997)
Jim Torresen, Jorgen W. Bakke, Lukas Sekanina, Recognizing Speed Limit Sign Numbers by Evolvable Hardware parallel problem solving from nature. pp. 682- 691 ,(2004) , 10.1007/978-3-540-30217-9_69
Gunnar Buason, Nicklas Bergfeldt, Tom Ziemke, Brains, Bodies, and Beyond: Competitive Co-Evolution of Robot Controllers, Morphologies and Environments Genetic Programming and Evolvable Machines. ,vol. 6, pp. 25- 51 ,(2005) , 10.1007/S10710-005-7618-X
X. Yao, T. Higuchi, Promises and challenges of evolvable hardware systems man and cybernetics. ,vol. 29, pp. 87- 97 ,(1999) , 10.1109/5326.740672