Optimum mixed level detecting arrays

Author: zseh

August undefined, 2024

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 …

Constrained detecting arrays for fault localization in combinatorial ...

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 ... 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. fix a leak by marlig

Optimum mixed level detecting arrays - zhangqiaokeyan.com

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. 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 … WebJan 15, 2024 · As 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 … fix a lawn mower tire

CORE – Aggregating the world’s open access research papers

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

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 … 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 … can kittens be treated for fleasWebBased 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. can kittens eat adult dry food

"WebJan 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; … " - Optimum mixed level detecting arrays

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. 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.

Did you know?

WebDetecting Arrays (DAs) are mathematical objects that enable fault localization in combinatorial interaction testing. Each row of a DA serves as a test case, whereas a … WebIn 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

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 … 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 …

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. 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

WebCORE is not-for-profit service delivered by the Open University and Jisc.

WebThis enables us to construct optimum mixed level detecting arrays with a heuristic optimization algorithm and combinatorial methods. As a result, some existence results … can kittens drink lactose free milkWebAs 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 fix a leak for poolsWebThis enables us to construct optimum mixed level detecting arrays with a heuristic optimization algorithm and combinatorial methods. As a result, some existence results … can kitchen sink be offset in cabinetWebAs 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 ... can kittens eat adult wet cat foodWebMar 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 … fix a leaking corrugated panel roofWebThis 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 can kittens eat adult wet foodWebDec 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. can kittens eat adult food