Title :
Evolutionary topology programming for analog circuit fault tolerant design
Author :
Mei Xue ; Jingsong He
Author_Institution :
Dept. of Electron. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
In this paper, an evolutionary programming strategy based on netlist-based encoding is proposed. During the evolutionary process, mutation operators directly operate the connecting points. Besides that, we introduce the knowledge of graph theory into measuring the richness of circuit topological structure. Experimental results show that the proposed method is beneficial to generate circuits with various topologies. The experimental results of fault-tolerant tests based on structural failure model show that the richness of circuit topological structure is helpful to improving the fault-tolerant capability of analog circuits.
Keywords :
analogue circuits; circuit testing; evolutionary computation; fault tolerant computing; graph theory; mathematical operators; network synthesis; network topology; analog circuit fault tolerant design; circuit topological structure; connecting points; evolutionary topology programming strategy; fault-tolerant tests; graph theory; mutation operators; netlist-based encoding method; structural failure model; Analog circuits; Fault tolerance; Fault tolerant systems; Joining processes; Sociology; Statistics; Topology; Design automation; analog circuits; fault tolerant; rich topology;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561534