A Case-Based Reasoning (CBR) approach for Engineer-To-Order systems performance evaluation

Abdourahim Sylla; Thierry Coudert; Laurent Geneste

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A Case-Based Reasoning (CBR) approach for Engineer-To-Order systems performance evaluation

机译：基于案例的工程学推理（CBR）方法，用于订购系统性能评估

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In Engineer-To-Order (ETO) industrial contexts, decision-making about which systems to offer for sales or which subsystems to integrate into the systems for sales is based on various performance indicators. However, the lack of relevant information to evaluate these indicators challenges the decision-making process. In this article, to face this issue, a CBR approach is proposed for the evaluation of the performances of ETO systems. The main contributions are: (i) an object-oriented case representation model which allows to store previous evaluated systems for an effective and time efficient similar systems retrieval, and (ii) a method that allows to compute similarity between two systems that can have different structures.

机译：在工程师 - 订购（ETO）的工业背景下，决策制定了哪些系统提供销售或哪些子系统将其集成到销售系统的基础上是基于各种绩效指标。但是，缺乏相关信息来评估这些指标挑战决策过程。在本文中，要面对这个问题，提出了一种CBR方法，用于评估ETO系统的性能。主要贡献是：（i）面向对象的案例表示模型，其允许存储先前评估的系统，以实现有效和时间的高效类似的系统检索，并且（ii）一种方法，允许在两个系统之间计算相似性的方法结构。

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《IFAC PapersOnLine》 |2021年第1期|共6页
作者
Abdourahim Sylla; Thierry Coudert; Laurent Geneste;
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Complex systems designPerformance evaluationDecision makingEngineer-To-OrderCase-based Reasoning;

机译：复杂系统DesignPlifationStemudationDecision Maptengineer-to-Ordercase的推理;

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2. Designing and modeling of a multi-agent adaptive learning system (MAALS) using incremental hybrid case-based reasoning (IHCBR) [J] . El Ghouch Nihad, Kouissi Mohamed, En-Naimi El Mokhtar International Journal of Electrical and Computer Engineering . 2020,第2期

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3. CBR-PDS: a case-based reasoning phishing detection system [J] . Abutair Hassan, Belghith Abdelfettah, AlAhmadi Saad Journal of ambient intelligence and humanized computing . 2019,第7期

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4. CBR (Case-Based Reasoning) Evaluation Modeling for Security Risk Analysis in Information Security System [C] . Bang Young-hwan, Kim Jung-gwon, Hwang Il-sun International Conference on Security Technology . 2008

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5. Case-based reasoning in attention-deficit hyperactivity disorder: A systematic approach to classification and knowledge-mining in a weak-theory domain. [D] . Brien, Donald Christopher. 2003

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6. Systematic approach to evaluating and confirming the utility of a suite of national health system performance (HSP) indicators in Canada: a modified Delphi study [O] . Omid Fekri, Kira Leeb, Yana Gurevich 2017

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8. Case-Based Reasoning Approach to Internet Intelligent Tutoring System (ITS)Authoring [R] . Stottler, R. H. 1998

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A Case-Based Reasoning (CBR) approach for Engineer-To-Order systems performance evaluation

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