Title :
Evolutionary design of single electron systems
Author :
Thompson, Adrian ; Wasshuber, Christoph
Author_Institution :
Sch. of Comput. Neurosci. & Robotics, Sussex Univ., Brighton, UK
Abstract :
The differences between electronics design through artificial evolution and through conventional methods have the consequence that evolved circuits may take unusual leverage from the physics of their medium of implementation. This can occur even if there is no tractable analytical model to predict how the overall behaviour will emerge from the interactions of the components. This is alluring for single-electron circuit design, and a first case-study is presented: the evolution of a NOR gate. Although the results to date are far from ideal or practical, it appears that the particular thermal energies of the electrons are exploited. Whether desirable or not, this indicates that evolution can explore new kinds of designs not seen before in the literature
Keywords :
genetic algorithms; logic design; NOR gate; artificial evolution; electronics design; evolutionary design; single electron systems; single-electron circuit design; Algorithm design and analysis; Analytical models; Circuit synthesis; Cognitive robotics; Design methodology; Electronic equipment testing; Electrons; Evolutionary computation; Genetic mutations; Physics computing;
Conference_Titel :
Evolvable Hardware, 2000. Proceedings. The Second NASA/DoD Workshop on
Conference_Location :
Palo Alto, CA
Print_ISBN :
0-7695-0762-X
DOI :
10.1109/EH.2000.869348