A Theoretical Aspect of a Stochastic Sketching for Global Optimization

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题名:	A Theoretical Aspect of a Stochastic Sketching for Global Optimization
作者:	J.T. Horng;Y.P. Chen;C.Y. Kao
贡献者:	Department of Bioinformatics
关键词:	unconstrained optimization, global optimization, Pincus theorem, evolutionary computation, evolution strategies, genetic algorithms
日期:	2001-01
上传时间:	2010-03-19 08:24:10 (UTC+0)
出版者:	Asia University
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.
關聯:	Journal of Information Science and Engineering 17 (1): 47-71
显示于类别:	[生物資訊與醫學工程學系 ] 期刊論文

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