Optimum mixed level detecting arrays

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. WebBased on this observation, we propose the notion of Constrained Detecting Arrays (CDAs) to adapt DAs to practical situations. The definition of CDAs requires that all rows of a CDA must satisfy the constraints and the same fault localization capability as the DA must hold except for such inherently undetectable faults.

(PDF) Optimum mixed level detecting arrays - ResearchGate

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 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 … iphone 12 apple shop https://mckenney-martinson.com

Alias Structures and Sequential Experimentation for Mixed-Level

Webthe same techniques can provide arrays with larger coverage or separation. Finally, we show that certain cyclotomic arrays for the same order qbut di erent values of vcan be juxtaposed to produce mixed-level locating, detecting, and covering arrays. Keywords: covering array, detecting array, locating array, cyclotomy, cyclotomic vector 1 WebAug 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 … 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. iphone 12 at cheapest price

Algorithmic methods for covering arrays of higher index

Category:Optimum mixed level detecting arrays : Ce Shi - Archive

Tags:Optimum mixed level detecting arrays

Optimum mixed level detecting arrays

[1408.3205] Optimum mixed level detecting arrays - arXiv.org

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 … 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. …

Optimum mixed level detecting arrays

Did you know?

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... Skip to main content. A line drawing of the Internet Archive headquarters building façade. ... Optimum mixed level detecting 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.

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. 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.

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 … 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 …

WebNov 28, 2024 · Mixed-level designs are designs with factors having differing numbers of levels. These designs are widely used in industrial experimentation, particularly in designs for new products and processes. Mixed-level designs often require many runs due to the increased number of model term degrees of freedom required for estimation.

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 … iphone 12 assistive touchWebIn this paper we focus on detecting arrays for main effects. In Sect.2,we develop a further parameter, corroboration, for detecting arrays to facilitate the construction of mixed detecting arrays from uniform ones. In Sect.3 we briefly summarize what is known about the construction of detecting arrays. In Sect.4 iphone 12 at\u0026t cheapWebDec 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 ... iphone 12 back cameraWebJan 15, 2016 · 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 optimality and construction of DTAs have been investigated in depth for the case in which all the interaction faults are assumed to have the same strength; … iphone 12 auf ratenWebThe 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 … iphone 12 back camera blackWebDec 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. iphone 12 a vendreWebCORE is not-for-profit service delivered by the Open University and Jisc. iphone 12 att