نتایج جستجو برای: chance constrained dea

تعداد نتایج: 121032  

There are varieties of QFD combination forms available that can help management to choose the right model for his/her types of problem. The proposed MOCC-QFD-FMEA model is a right model to include variety of objectives as well as the risk factors into the model of the problem. Due to the fact that the model also takes into consideration the concept of Fuzzy set, it further allows management...

This paper addresses a new version of the exible ow line prob- lem, i.e., the budget constrained one, in order to determine the required num- ber of processors at each station along with the selection of the most eco- nomical process routes for products. Since a number of parameters, such as due dates, the amount of available budgets and the cost of opting particular routes, are imprecise (fuzz...

Journal: :Operations Research 2022

In the era of modern business analytics, data-driven optimization has emerged as a popular modeling paradigm to transform data into decisions. By constructing an ambiguity set potential data-generating distributions and subsequently hedging against all member within this set, effectively combats with which real-life sets are plagued. Chen et al. (2022) study data-driven, chance-constrained prog...

Journal: :Annals of Operations Research 2022

Abstract In era of reglobalization, sustainably resilient supply chains (SCs) are imperative in corporations to improve performance and meet stockholders’ expectations. However, SCs could not be effective if assessed by using advanced frameworks, systems, models. As such, developing a novel network data envelopment model (DEA) appraise is our purpose this article. To do so, we present new doubl...

2014
Zhiwei Qin Irene Song

This study develops a data-driven group variable selection method for data envelopment analysis (DEA), a non-parametric linear programming approach to the estimation of production frontiers. The proposed method extends the group Lasso (least absolute shrinkage and selection operator) designed for variable selection on (often predefined) groups of variables in linear regression models to DEA mod...

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