This paper proposes a system of evolving analog circuits based on a variable length chromosome. Methods featured here are the chromosome of a component list, the multi-stage evolution, and the pressure on the circuit size. A set of experiments are described in this paper to confirm the system's robustness, the scalability as to a circuit, and the efficiency on time and the memory consumption. The first experiment shows the robustness supplied by the evolutionary method. The second one compares several types of chromosome implementation schemes. We also provide experiments to evaluate the multi-stage and scaling methods.
|Number of pages||8|
|Publication status||Published - 3 Dec 2000|
|Event||Proceedings of the 2000 Congress on Evolutionary Computation - California, CA, USA|
Duration: 16 Jul 2000 → 19 Jul 2000
|Conference||Proceedings of the 2000 Congress on Evolutionary Computation|
|City||California, CA, USA|
|Period||16/07/00 → 19/07/00|