Evaluating the Ability of Interval Fuzzy and Robust Data Envelopment Analysis Models to determine the efficiency of Broiler Chicken Breeding Units in Khuzestan Province

Message:
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
poultry is one of strategic and economic agricultural products in Iran due to its important role in gross domestic product, employment and export. Therefore, investigating the efficiency of broiler chicken breeding units and trying to improve their efficiency and optimum use of resources have special importance. In this paper, the interval fuzzy and robust data envelopment analysis models are used to concentrate on DEA with uncertain data for poultry farms in Khuzestan province. To this end, the achievement of sub-objectives such as estimating the optimal use of inputs in inefficient units and comparing the two methods of RDEA and FIDEA in terms of their capability against uncertain data is also considered.The results showed that the average technical efficiency of poultry farms in RDEA model at three probability levels of 10, 50 and 100% was 88%, 91% and 93%, respectively. In fact, the same amount of output can be achieved by improving production management and by reducing 12%, 9% and 7% of the total inputs respectively. In the FIDEA model, if poultry use 20% of their resources optimally, the average efficiency of traditional poultry varies from 88 to 96% and in semi-traditional poultry from 80 to 91%. Additionally the RDEA approach provides both a deterministic guarantee about the efficiency level of the model, as well as a probabilistic guarantee that is valid for all symmetric distributions. Since the Monte Carlo simulation model proved more capable of the RDEA model than the DEA and FIDEA models, it seems appropriate to use the results to improve the status of inefficient units.
Language:
Persian
Published:
Agricultural Economics, Volume:13 Issue: 3, 2019
Pages:
29 to 56
magiran.com/p2068237  
دانلود و مطالعه متن این مقاله با یکی از روشهای زیر امکان پذیر است:
اشتراک شخصی
با عضویت و پرداخت آنلاین حق اشتراک یک‌ساله به مبلغ 1,390,000ريال می‌توانید 70 عنوان مطلب دانلود کنید!
اشتراک سازمانی
به کتابخانه دانشگاه یا محل کار خود پیشنهاد کنید تا اشتراک سازمانی این پایگاه را برای دسترسی نامحدود همه کاربران به متن مطالب تهیه نمایند!
توجه!
  • حق عضویت دریافتی صرف حمایت از نشریات عضو و نگهداری، تکمیل و توسعه مگیران می‌شود.
  • پرداخت حق اشتراک و دانلود مقالات اجازه بازنشر آن در سایر رسانه‌های چاپی و دیجیتال را به کاربر نمی‌دهد.
دسترسی سراسری کاربران دانشگاه پیام نور!
اعضای هیئت علمی و دانشجویان دانشگاه پیام نور در سراسر کشور، در صورت ثبت نام با ایمیل دانشگاهی، تا پایان فروردین ماه 1403 به مقالات سایت دسترسی خواهند داشت!
In order to view content subscription is required

Personal subscription
Subscribe magiran.com for 70 € euros via PayPal and download 70 articles during a year.
Organization subscription
Please contact us to subscribe your university or library for unlimited access!