Data envelopment analysis to determine the size of productive scale with real and integer value data

Productivity is the relationship between the amount of output produced and the number of inputs required to produce that output. Data Envelopment Analysis (DEA) is a linear programming-based mathematical programming technique used to measure and evaluate the productivity of a decision-making unit th...

Full description

Saved in:
Bibliographic Details
Main Authors: Ritonga, Depi Purnama Sari, Sutarman, Efendi, Syahril
Format: Conference Proceeding
Language:English
Subjects:
Data analysis
Decision making
Integers
Linear programming
Mathematical programming
Productivity
Real numbers
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Productivity is the relationship between the amount of output produced and the number of inputs required to produce that output. Data Envelopment Analysis (DEA) is a linear programming-based mathematical programming technique used to measure and evaluate the productivity of a decision-making unit that is responsible for using a number of inputs to obtain a targeted output. In many cases, the input and output values can only be integers. Rounding real numbers will produce inaccurate results in this case. This paper discusses the Data Envelopment Analysis (DEA) problem of determining the size of the productive scale with real and integer value data.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0132968