Robust production allocation model for an agricultural cooperative with yield uncertainty and similar revenue constraints

บทความในวารสาร

ผู้เขียน/บรรณาธิการ

กลุ่มสาขาการวิจัยเชิงกลยุทธ์

รายละเอียดสำหรับงานพิมพ์

รายชื่อผู้แต่ง: Pakawanich, Peerapong; Udomsakdigool, Apinanthana; Khompatraporn, Charoenchai;

ผู้เผยแพร่: Elsevier

ปีที่เผยแพร่ (ค.ศ.): 2020

Volume number: 168

นอก: 0168-1699

eISSN: 1872-7107

URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076233468&doi=10.1016%2fj.compag.2019.105090&partnerID=40&md5=28cd84b30c79f241c2f9f6126301083b

ภาษา: English-United States (EN-US)

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บทคัดย่อ

Crop production planning (CPP) is a complex task as it often encompasses numerous decision variables and uncertainties. This paper presents a robust crop production model applied to an agricultural cooperative. The objective of the model is to maximize the total revenue of the cooperative. The social aspect is addressed through a similarity in farmer revenues. Moreover, crop yield uncertainty, which results from the difference in skills of the farmers, is integrated in the robust model. The crop production plan must satisfy the market demand for each crop. Consequently, crop production that exceeds the demand is penalized. The models are solved by an optimization software, and the results indicate that when the model robustness increases, the value of the objective function decreases. However, the decision maker can make a decision tradeoff between the probability of constraint satisfaction and the value of the objective function. Finally, the managerial recommendations are discussed. © 2019 Elsevier B.V.

คำสำคัญ

Crop production, Production Planning, Robust optimization