Centralized Production Planning Based on Data Envelopment Analysis

نویسندگان

  • Juan Du
  • Liang Liang
چکیده

In large organizations with a c entralized decision-making environment like supermarket chains, selling or producing products usually i nvolves participation of all individual units. Motivated by a production-planning problem regularly faced by the cen tral decision-making unit of such an organization, this paper attem pts to arrange new input-output plans for all units in the next tim e period when dem and changes can be forecas ted. The so-called central unit is assumed to be interes ted in maximizing the total net profits earned by all individual units. A new approach is developed based on da ta envelopment analysis to f ind the m ost preferred plans. All these indivi dual units are supposed to be able to m odify their inputs and outputs in the original production possibility set under certain conditions. The planning process is sim ple and widely applicable, wh ich could act as a reaso nable reference for decision makers. A simple num erical example and a real world appl ication are given to illustrate the idea.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Efficiency of Centralized Structures in Data Envelopment Analysis Ratio Models

This paper investigates the centralized resource allocation with centralized structures by using the data envelopment analysis-ratio (DEA-R) models. To this end, it proposes a method to determine the resource allocation of centralized structures such that the ratio of inputs to outputs are minimized.

متن کامل

Technically Efficient Targets for the Groups by Using the Centralized Scenario and Enhanced Russell Measure

Cooper et al. [Efficiency aggregation with enhanced Russell measures in data envelopment analysis, Socio-Economic Planning Sciences, 41 (2007) 1–21] presented a method for measuring aggregate efficiency, using the enhanced Russell measure. In that paper, they posed questions and opened the way for new opportunities for studying and extending the proposed method and some other related fields. On...

متن کامل

Presenting a Hybrid Approach based on Two-stage Data Envelopment Analysis to Evaluating Organization Productivity

   Measuring the performance of a production system has been an important task in management for purposes of control, planning, etc. Lord Kelvin said :“When you can measure what you are speaking about, and express it in numbers, you know something about it; but when you cannot measure it, when you cannot express it in numbers, your knowledge is of a meager and unsatisfactory kind.” Hence, manag...

متن کامل

Provide a New Targeting Model in a Centralized Decision Making Environment with a Multi-Component Network Structure

This research seeks to develop resource and goals allocation planning models in a focused decision-making environment with a parallel multi-component network structure in a case study. In such an environment, the problem of resource and goals allocation planning, the determination of the input and output of each of the decision-making units in achieving the goals of the system is such that the ...

متن کامل

A Bi-level Formulation for Centralized Resource Allocation DEA Models

In this paper, the common centralized DEA models are extended to the bi-level centralized resource allocation (CRA) models based on revenue efficiency. Based on the Karush–Kuhn–Tucker (KKT) conditions, the bi-level CRA model is reduced to a one-level mathematical program subject to complementarity constraints (MPCC). A recurrent neural network is developed for solving this one-level mathematica...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012