Optimum mixed level detecting arrays

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August undefined, 2024

WebDec 17, 2010 · We propose to model bead-level intensity using the following multi-level mixed effects model. (Model 1-MLM) for i = 1,…, nk, j = 1,…, mki, k = 1,…, K. Here xkij is the bead-level expression intensity of j -th bead in i -th sample in k -th group. The fixed effect θ k is the population average intensity of k -th sample group and represents ... WebDec 15, 2016 · Recently, it was proved by Tang, Yin and the author that an optimum super-simple MCA of type ( a, b, b ,..., b) is equivalent to a mixed detecting array (DTA) of type ( a, b, b ,..., b) with optimum size. Such DTAs can be used to generate test suites to identify and determine the interaction faults between the factors in a component-based system.

Optimum detecting arrays for independent interaction faults

WebIn this paper, we define and study error locating arrays (ELAs), which can be used in software testing for locating faulty interactions among parameters or components in a system. We give constructions of ELAs for arbitrary strength t, based on covering arrays. WebAs a special case of experimental design, locating array is useful for locating interaction faults in component-based systems. In this paper, bipartite locating array is proposed to locate interaction faults between two specific groups. Such arrays are especially suitable for antagonism tests. Based on the definition of bipartite locating array, the lower bound on … hillary\\u0027s aide huma\\u0027s hubby

Accelerating mixed-level coverage array generation - University of ...

WebThe computation of optimum Mixed-level Covering Arrays (MCAs) has various competing algorithms approaching the optimal solution. The IPOG algorithm is a widely used variant and generally produces a small result in a short amount of time. However, generating MCAs of complex SUTs takes a long time, even when using IPOG. In this report we explain how … WebThis enables us to construct optimum mixed level detecting arrays with a heuristic optimization algorithm and combinatorial methods. As a result, some existence results … WebA general lower bound on the size of DTAs for independent interaction faults is established and the combinatorial feature that enable these DTAs to meet the lower bound is explored. The use of detecting arrays (DTAs) is motivated by the need to locate and detect interaction faults arising between the factors in a component-based system in software testing. The … hillary\\u0027s assistant huma

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Webmixed level detecting arrays of optimum size. Based on properties in Section 3, a heuristic optimization algorithm to generate mixed level detecting arrays is devel-oped in Section … WebMay 20, 2024 · Abstract:Locating arrays (LAs) can be used to detect and identify interaction faults among factors in a component-based system. The optimality and constructions of LAs with a single fault have been investigated extensively under the assumption that all the factors have the same values. hillary\\u0027s america removed from the redboxWebAs a type of search design, a detecting array can be used to generate test suites to identify and detect faults caused by interactions of factors in a... Skip to main content. A line … hillary\\u0027s america dvd

"WebIn particular, constructions that produce optimal LAs satisfying the lower bound are described. Additionally, some series of optimal LAs satisfying the lower bound are presented. Locating arrays (LAs) can be used to detect and identify interaction faults among factors in a component-based system. " - Optimum mixed level detecting arrays

Optimum mixed level detecting arrays

Lower bound and construction of mixed-level locating arrays

WebAs a type of search design, a detecting array can be used to generate test suites to identify and detect faults caused by interactions of factors in a component-based system. Recently, the construction and optimality of detecting arrays have been investigated in depth in the case where all the factors are assumed to have the same number of levels. http://www.math.fau.edu/combinatorics2024/akhtary020821.pdf

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WebThe goal to find a mixed-level locating array is transformed into solving an optimization problem. A simulated annealing algorithm is implemented to approximate a global solution. As a result, a series of mixed-level locating arrays are obtained, which shows that the proposed algorithm is quite effective. WebMay 24, 2024 · To emphasize that different factors may have different numbers of levels, this is a mixed detecting array. When all factors have the same number, v, of levels, the array is uniform and the notation is simplified to . The parameter \delta is the separation of the detecting array [ 34 ], and the definition in [ 14] is recovered by setting \delta = 1.

WebMar 11, 2024 · These arrays were created using an algorithm Taguchi developed, and allows for each variable and setting to be tested equally. For example, if we have three parameters (voltage, temperature, pressure) and two levels (high, low), it … WebDec 8, 2024 · When \lambda > 1, this leads to covering arrays of higher index. We explore two algorithmic methods for constructing covering arrays of higher index. One is based on the in-parameter-order algorithm, and the other employs a conditional expectation paradigm.

WebMay 24, 2024 · Because techniques for uniform covering arrays are better developed than for mixed ones, generalizations to detecting arrays can be expected to be again more … WebAs a result, some existence results for optimum mixed level detecting arrays achieving a lower bound are provided for practical use. As a type of search design, a detecting array can be used to generate test suites to identify and detect faults caused by interactions of factors in a component-based system. Recently, the construction and ...

WebOptimum mixed level detecting arrays Ce Shi, Yu Tang, Jianxing Yin Ann. Statist. 42 (4), 1546-1563, (August 2014) DOI: 10.1214/14-AOS1228 KEYWORDS: Detecting array, heuristic algorithm, mixed level, optimality, search design, 62K15, 94C12 Read Abstract + DOWNLOAD PAPER SAVE TO MY LIBRARY Gaussian approximation of suprema of empirical processes

WebAs a type of search design, a detecting array can be used to generate testsuites to identify and detect faults caused by interactions of factors in acomponent-based system. … smart certified trucking smart centsWebAug 14, 2014 · This enables us to construct optimum mixed level detecting arrays with a heuristic optimization algorithm and combinatorial methods. As a result, some existence … hillary\\u0027s bbqWebThis enables us to construct optimum mixed level detecting arrays with a heuristic optimization algorithm and combinatorial methods. As a result, some existence results … smart cfo chileWebFeb 7, 2024 · We also provide an algorithm to construct mixed-level locating arrays aiming to reaching the lower bound. The goal to find a mixed-level locating array is transformed … smart cents notaryWebAs a type of search design, a detecting array can be used to generate testsuites to identify and detect faults caused by interactions of factors in acomponent-based system. Recently, the construction 掌桥科研一站式科研服务平台 hillary\\u0027s email serverWebThis enables us to construct optimum mixed level detecting arrays with a heuristic optimization algorithm and combinatorial methods. As a result, some existence results for optimum mixed level detecting arrays achieving a lower bound are provided for practical use. 展开关键词： Detecting array heuristic algorithm mixed level optimality search design smart certification missouri