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44 results about "Pattern search" patented technology

Pattern search (also known as direct search, derivative-free search, or black-box search) is a family of numerical optimization methods that does not require a gradient. As a result, it can be used on functions that are not continuous or differentiable. One such pattern search method is "convergence" (see below), which is based on the theory of positive bases. Optimization attempts to find the best match (the solution that has the lowest error value) in a multidimensional analysis space of possibilities.

Method and device for cleaning up consistency of electromagnetic environment parameters based on pattern search

The invention provides an electromagnetic environment parameter consistency cleaning method and device based on mode search, and the method comprises the steps: obtaining: extracting a measured electromagnetic environment parameter tuple from a database; In the searching step, data in the electromagnetic environment parameter tuples are searched according to the determined searching mode, and theelectromagnetic environment parameter tuples which do not meet the preset standard are retrieved; And a deleting step: deleting the electromagnetic environment parameter tuples which do not accord with the predetermined standard from the database. According to the consistency cleaning method for the electromagnetic environment parameters, the numerical values which do not meet the standard are determined on the basis of the numerical value range and the search mode in combination with the parameter cumulative probability distribution, the data which do not meet the standard are deleted, the search mode can be adjusted, the data are prevented from being deleted by mistake, and the consistency of the electromagnetic environment parameters is improved.
Owner:ELECTRIC POWER RESEARCH INSTITUTE, CHINA SOUTHERN POWER GRID CO LTD +1

Method for analyzing uncertainty of thermal coupling system based on rough set theory

The invention discloses a rough set theory-based uncertainty analysis method for a thermal coupling system, relates to the field of mechanical engineering, and is used for solving the problems that the uncertainty analysis of the thermal coupling system depends on priori knowledge and is low in efficiency. The method comprises the following steps: determining a discourse domain of uncertain parameters of the coupling system, and constructing a knowledge base of the discourse domain according to experimental measuring points; for any uncertain region in the discourse domain, constructing an upper and lower approximation set and calculating approximation precision; an initial Kriging model is established through Latin hypercube sampling and system finite element calculation, and Kriging model parameter correction is realized by using a maximum likelihood estimation and pattern search method; and based on a maximum mean square error point adding criterion, establishing an adaptive Kriging model, and further calculating response upper and lower bounds of the upper and lower approximation sets to obtain response approximation precision. By applying the rough set theory, when uncertainty analysis is carried out on the thermal coupling system, dependence on priori knowledge is not needed, and efficiency is high.
Owner:BEIHANG UNIV
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