Distributed Computation Framework for Circuit Evolutionary Design Under CS Network Architecture
Xiuli Zhang, Pengfei Xia, Jingsong He · 2018
Evolutionary circuit design, is a time-intensive process, especially for large scale circuits. In this paper, we design a distributed computation framework for evolutionary circuit design via parallel genetic algorithm, which actualizes the tasks-distributing and tasks-collecting with the employment of communication network structure using client-sever mode. A series of experiments are conducted and the results show that the framework presented performs better on seeking for the circuits that satisfy designer specified performance goals with high efficie-ncy, great flexibility, strong fault tolerance.