数据包络分析
营运资金
变量(数学)
价值(数学)
计算机科学
运筹学
集合(抽象数据类型)
运营效率
首都(建筑)
目标规划
计量经济学
产业组织
经济
业务
工业工程
运营管理
数学优化
数学
工程类
营销
财务
数学分析
考古
机器学习
历史
程序设计语言
作者
O.N. Arunkumar,Vandana Sonwaney
出处
期刊:International journal of recent technology and engineering
[Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP]
日期:2019-09-30
卷期号:8 (3): 2695-2705
被引量:2
标识
DOI:10.35940/ijrte.c4953.098319
摘要
In this paper, we present formulations to improve operational efficiency with optimum utilization of working capital management. A case of manufacturing firm is conducted to discuss the stages of analysis. This paper discussing the method to establish the target values for the firms to optimize the working capital and perform as an efficient firm. The concept is explained with the help of Data Envelopment Analysis (DEA) and Goal Programming (GP) techniques. By using the principles of DEA, the firms are able to identify their slacks in inputs and outputs variables to perform as efficient firms. GP model is formulated in which input and output variables are set as goals and then target values are calculated. GP model solution provides the values of each variable with the efficiency in attaining the goals. Here the analysis is explained with the help of a published dataset obtained from the firm Wheel India Limited. The output of the GP model provides the values to be maintained by input variables. These outputs from GP model are validated using output oriented DEA analysis, by replacing the variables value of Wheels India Ltd. by model value.
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