A theoretical aspect of a stochastic sketching method for global optimization

J. T. Horng, Y. P. Chen, C. Y. Kao

研究成果: 雜誌貢獻期刊論文同行評審

摘要

In this paper, we propose Stochastic Sketching method for global optimization based on the simulation of human behavior. Stochastic Sketching models the thought process and strategies of human beings and applying the artificial model to problems. We introduce and discuss concepts and components essential to Stochastic Sketching in detail, including the sampling guide, zooming controller, sketching model, precision threshold, and satisfaction probability. The mathematical foundations of Stochastic Sketching are discussed and a preliminary theoretical base is presented.

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頁(從 - 到)47-71
頁數25
期刊Journal of Information Science and Engineering
17
發行號1
出版狀態已出版 - 1月 2001

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