A Multi-Criteria Mathematical Programming Model for Agile Virtual Organization Creation
نویسندگان
چکیده
This paper studies virtual organization (VO) creation through an application of mathematical programming. We present a mixed integer linear programming (MILP) model to support VO configuration in a virtual organization breeding environment (VBE). The model allows for multiple criteria, of which we give several examples: One objective is to minimize total fixed and variable costs. Another objective is to maximize expected cooperative efficiency using collaboration history as reference data. We model collaboration history with bilateral cooperation indices forming a weighted graph of VBE members. Furthermore, we incorporate capacity risk-measures in the model, allowing capacity risk minimization.
منابع مشابه
A genetic algorithm for a bi-objective mathematical model for dynamic virtual cell formation problem
Nowadays, with the increasing pressure of the competitive business environment and demand for diverse products, manufacturers are force to seek for solutions that reduce production costs and rise product quality. Cellular manufacturing system (CMS), as a means to this end, has been a point of attraction to both researchers and practitioners. Limitations of cell formation problem (CFP), as one o...
متن کاملCell forming and cell balancing of virtual cellular manufacturing systems with alternative processing routes using genetic algorithm
Cellular manufacturing (CM) is one of the most important subfields in the design of manufacturing systems and as a recently emerged field of study and practice, virtual cellular manufacturing (VCM) inherits the importance from CM. One type of VCM problems is VCM with alternative processing routes from which the route for processing each part should be selected. In this research, a bi-objective ...
متن کاملMulti-criteria Approach for Agile Software Cost Estimation Model
The proposed work is to focus on the various factors affecting the people-oriented environment that will lead to more acceptable agile software cost estimation model. The estimation being a multi-valued, concurrent, functional and logical process, several medium and small-scale software development organizations are facing a major problem in arriving at a robust estimation model. The most appro...
متن کاملارائه یک مدل بهینهسازی ریاضی چندهدفه برای طبقهبندی
In this paper we investigate the issues of data classification (as one of the branches of data mining science) in form of multi-objective mathematical programming model. The model that we present and investigate is a MODM problem. First time, based on support vector machine (SVM) idea (To maximize the margin of two groups), a multi-criteria mathematical programming model was proposed for data m...
متن کاملAgile Framework for Globally Distributed Development Environment (The DAD Model)
Fast pace development and quick iterations has changed the dimensions of web application development. Competition to launch their products first in the market has made clients so demanding. As compared to other traditional process models of Software Engineering Agile model in this context has proved its worth. Face to face communication between client and developers sitting at one place, quick ...
متن کامل