DocumentCode
1684866
Title
A new global optimization algorithm using stochastic model and its application to electronic circuit design
Author
Lu, Jinqin ; Adachi, Takehiko
Author_Institution
Fac. of Eng., Yokohama Nat. Univ., Japan
fYear
1989
Firstpage
2044
Abstract
A novel algorithm based on an internal model of an objective function for seeking a global optimum is presented. By minimizing this internal model function, constructed by a stationary Gaussian process, the minima of the objective function can be obtained after an extremely small number of objective function evaluations. The usefulness of this algorithm is demonstrated by several numerical examples and its application to circuit design. The computational overhead for the optimization procedure is low as the model function is based on a stationary Gaussian process
Keywords
circuit CAD; optimisation; stochastic processes; CAD; electronic circuit design; global optimization algorithm; internal model; objective function; stationary Gaussian process; stochastic model; Algorithm design and analysis; Autocorrelation; Circuit optimization; Circuit synthesis; Covariance matrix; Design engineering; Electronic circuits; Gaussian processes; Petroleum; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1989., IEEE International Symposium on
Conference_Location
Portland, OR
Type
conf
DOI
10.1109/ISCAS.1989.100775
Filename
100775
Link To Document