By Topic

A new global optimization algorithm using stochastic model and its application to electronic circuit design

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

2 Author(s)
Lu, J. ; Fac. of Eng., Yokohama Nat. Univ., Japan ; Adachi, T.

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

Published in:

Circuits and Systems, 1989., IEEE International Symposium on

Date of Conference:

8-11 May 1989