Pallet Scheduling Models Under Deterministic and Non-Deterministic Scenarios Using a Hybrid GA Method: Pallet Scheduling Models

Pallet Scheduling Models Under Deterministic and Non-Deterministic Scenarios Using a Hybrid GA Method: Pallet Scheduling Models

Fuli Zhou, Yandong He
Copyright: © 2021 |Pages: 15
DOI: 10.4018/IJDSST.2021040101
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Abstract

This study examines the pallet scheduling problem considering random demands under the novel pallet operation mechanism by resources sharing among the pallet sharing system. Two nonlinear integer pallet scheduling models under deterministic and non-deterministic environment are formulated in terms of the pallet demand variable. To solve the pallet programming model, the hybrid genetic algorithm (HGA) integrating local search strategy is designed to derive the optimal pallet scheduling solution. Besides, the fixed sample size sampling strategy is employed to deal with the uncertain demand during the non-deterministic programming model, realized by the Monte Carlo simulation. The two models can assist decision makers arrange a scientific pallet scheduling solution under deterministic and non-deterministic atmosphere. Finally, the numerical case is implemented to testify the effectiveness of the two models and efficiency of the hybrid algorithms.
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Introduction

Pallet, as one of the crucial ingredients in modern logistics system, has played significant role on efficiency improvement of transportation and distribution processes (Zhou et al. 2016, Ren and Zhang 2010a). The pallet is a portable, horizontal, rigid platform for goods storing, stacking, handling, and transporting in a unit load (Aldaz-Carroll and Raballand 2005, White and Hamner 2005). During the logistics plants, the prevailing adoption of cargo loading with pallet has reduced the intermediate handling operations, leading to the efficiency improvement and resources deployment (He et al. 2019a). Besides, the pallet contributes to the achievement of supply chain integration and logistics synergy. The pallet has been regarded as one of the key innovations of the twentieth century for material handling. The adoption of pallet innovation has improved the efficiency of logistics activities; however, the utilization rate of pallet is relative low in Chinese industrial plant due to the lack of pallet sharing mechanism innovation and pallet scheduling optimization (He et al. 2018). The pallet sharing alliance starts from the Europe, which assists to achieve the logistics cost reduction and resources sharing. Raballand and Aldaz‐Carroll (2007) examined the influence of multiplicity of pallet standards on the logistics cost through case study, and results show that the pallet sharing alliance can improve cost reduction and operational efficiency.

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