نتایج جستجو برای: scenario based robust optimization

تعداد نتایج: 3298069  

Journal: :international journal of supply and operations management 2015
mohsen saffarian farnaz barzinpour mohammad ali eghbali

abstractaccidents and natural disasters and crises coming out of them indicate the importance of an integrated planning to reduce their effected. therefore, disaster relief logistics is one of the main activities in disaster management. in this paper, we study the response phase of the disaster management cycle and a bi-objective model has been developed for relief chain logistic in uncertainty...

Journal: :علوم و فناوری فضایی 0
a. jafarsalehi m. mirshams r. emami

this paper focuses upon the development of an efficient method for conceptual design optimization of a satellite. there are many option for a satellite subsystems that could be choice, as acceptable solution to implement of a space system mission. every option should be assessment based on the different criteria such as cost, mass, reliability and technology contraint (complexity). in this rese...

2007
Tiravat Assavapokee Matthew J. Realff Jane C. Ammons

This paper presents a three-stage optimization algorithm for solving two-stage robust decision making problems under uncertainty with min-max regret objective. The structure of the first stage problem is a general mixed integer (binary) linear programming model with a specific model of uncertainty that can occur in any of the parameters, and the second stage problem is a linear programming mode...

An original data envelopment analysis (DEA) model is to evaluate each decision-making unit (DMU) with a set of most favorable weights of performance indices to finding worst-practice DMUs. Indeed classical DEA models evaluate each DMUs compared to the most effective DMU. Since in this way the relative efficiency is calculated, therefore at least one of the DMUs are located on the efficiency fro...

The worldwide rivalry of commerce leads organizations to focus on selecting the best project portfolio among available projects through utilizing their scarce resources in the most effective manner. To accomplish this, organizations should consider the intrinsic uncertainty in projects on the basis of an appropriate evaluation technique with regard to the flexibility in investment decision-maki...

Journal: :International Journal for Simulation and Multidisciplinary Design Optimization 2007

Journal: :Journal of Global Optimization 2023

Abstract We propose a general solution approach for min-max-robust counterparts of combinatorial optimization problems with uncertain linear objectives. focus on the discrete scenario case, but our can be extended to other types uncertainty sets such as polytopes or ellipsoids. Concerning underlying certain problem, algorithm is entirely oracle-based, i.e., only requires (primal) solving proble...

Journal: :Management Science 2021

Robust optimization (RO) is a common approach to tractably obtain safeguarding solutions for problems with uncertain constraints. In this paper, we study statistical framework integrate data into RO based on learning prediction set using (combinations of) geometric shapes that are compatible established tools and simple data-splitting validation step achieves finite-sample nonparametric guarant...

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