2003Unpublished venueRequires access

Production, Manufacturing and Logistics Multi-stage newsboy problem: A dynamic model

Konstantin Kogan, Sheldon X. C. Lou

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Abstract

The newsboy problem is a well-known operations research model. Its various extensions have been applied to managing capacity and evaluating advanced orders in manufacturing, retail and service industries. This paper focuses on a dynamic, continuous-time generalization of the single-period newsboy problem. The problem is characterized by a number of the newsboys whose operations are organized and controlled in sequential stages. The objective is to minimize shortage and surplus costs occurring at the end of the period as in the classical newsboy problem, as well as intermediate surplus costs incurring at each time point along the period. We prove that this continuous-time problem can be reduced to a number of discrete-time problems. On this basis, a polynomial-time combinatorial algorithm is derived to find globally optimal solution when the system satisfies a certain capacity condition.

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What this paper is about

The newsboy problem is a well-known operations research model. Its various extensions have been applied to managing capacity and evaluating advanced orders in manufacturing, retail and service industries. This paper focuses on a dynamic, continuous-time generalization of the single-period newsboy problem. The problem is characterized by a number of the newsboys whose operations are organized and controlled in sequential stages. The objective is to minimize shortage and surplus costs occurring at the end of the period as in the classical newsboy problem, as well as intermediate surplus costs incurring at each time point along the period. We prove that this continuous-time problem can be reduced to a number of discrete-time problems. On this basis, a polynomial-time combinatorial algorithm is derived to find globally optimal solution when the system satisfies a certain capacity condition.

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Available abstract

The newsboy problem is a well-known operations research model. Its various extensions have been applied to managing capacity and evaluating advanced orders in manufacturing, retail and service industries. This paper focuses on a dynamic, continuous-time generalization of the single-period newsboy problem. The problem is characterized by a number of the newsboys whose operations are organized and controlled in sequential stages. The objective is to minimize shortage and surplus costs occurring at the end of the period as in the classical newsboy problem, as well as intermediate surplus costs incurring at each time point along the period. We prove that this continuous-time problem can be reduced to a number of discrete-time problems. On this basis, a polynomial-time combinatorial algorithm is derived to find globally optimal solution when the system satisfies a certain capacity condition.

Key concepts: Newsvendor model, Mathematical optimization, Generalization, Economic shortage, Lead time, Computer science, Dynamic programming, Discrete time and continuous time

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