ASRSM: A Sequential Experimental Design for Response Surface Optimization
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چکیده
منابع مشابه
ASRSM: A Sequential Experimental Design for Response Surface Optimization
Most preset response surface methodology (RSM) designs offer ease of implementation and good performance over a wide range of process and design optimization applications. These designs often lack the ability to adapt the design on the basis of the characteristics of application and experimental space so as to reduce the number of experiments necessary. Hence, they are not cost-effective for ap...
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The presence of humic acid (HA) in water treatment processes is very harmful and the cause of undesirable color, taste, and smell. Drinking water containing high concentrations of humic substances can be the cause of many health problems. Therefore, the removal of these compounds from water resources is a very important topic. In this research, response surface methodology (RSM) has been used t...
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We consider the situation where one wants to maximise a function f(θ,x) with respect to x, with θ unknown and estimated from observations yk. This may correspond to the case of a regression model, where one observes yk = f(θ,xk) + ǫk, with ǫk some random error, or to the Bernoulli case where yk ∈ {0, 1}, with Pr[yk = 1|θ,xk] = f(θ,xk). Special attention is given to sequences given by xk+1 = arg...
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ژورنال
عنوان ژورنال: Quality and Reliability Engineering International
سال: 2012
ISSN: 0748-8017
DOI: 10.1002/qre.1306