Synthesis of Time-to-Amplitude Converter by Mean CoeVolution with Adaptive Parameters

• 作者: Tatiana G. Kalganova Yerbol A. Sapargaliyev
• 来源期刊: 软件工程与应用(英文)
• 学科: 医学
• 关键词: ANALOG Circuit Synthesis EVOLUTIONARY Electronics COMPUTATIONAL Circuits SPICE
• 年，卷（期）: rjgcyyyyw_2011,（8）
• 页码范围: 447-464
• 页数: 18页
• 分类号: R73

摘要

The challenging task to synthesize automatically a time-to-amplitude converter, which unites by its functionality several digital circuits, has been successfully solved with the help of a novel methodology. The proposed approach is based on a paradigm according to which the substructures are regarded as additional mutation types and when ranged with other mutations form a new adaptive individual-level mutation technique. This mutation approach led to the discovery of an original coevolution strategy that is characterized by very low selection rates. Parallel island-model evolution has been running in a hybrid competitive-cooperative interaction throughout two incremental stages. The adaptive population size is applied for synchronization of the parallel evolutions.