دورية أكاديمية

Filled function method to optimize supply chain transportation costs.

التفاصيل البيبلوغرافية
العنوان: Filled function method to optimize supply chain transportation costs.
المؤلفون: Qu, Deqiang1 (AUTHOR) deqiangqu@163.com, Shang, Youlin1 (AUTHOR) mathshang@sina.com, Wu, Dan1 (AUTHOR) lywd2964@126.com, Sun, Guanglei2 (AUTHOR) 2576850780@qq.com
المصدر: Journal of Industrial & Management Optimization. Sep2022, Vol. 18 Issue 5, p3339-3349. 11p.
مصطلحات موضوعية: *SUPPLY chains, *SUPPLY chain disruptions, *TRANSPORTATION costs, *NONLINEAR programming, NONLINEAR equations
مستخلص: The transportation-based supply chain model can be formulated as the constrained nonlinear programming problems. When solving such problems, the classic optimization algorithms are often limited to local minimums, causing the difficulty to find the global optimal solution. Aiming at this problem, a filled function method with a single parameter is given to cross the local minimum. Based on the characteristics of the filled function, a new filled function algorithm that can obtain the global optimal solution is designed. Numerical experiments verify the feasibility and effectiveness of the algorithm. Finally, the filled function algorithm is applied to the solution of supply chain problems, and the numerical results show that the algorithm can also address decision-making problems of supply chain transportation effectively. [ABSTRACT FROM AUTHOR]
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قاعدة البيانات: Business Source Index
الوصف
تدمد:15475816
DOI:10.3934/jimo.2021115