Capacity balancing in service network design problems

Yusuf Seçerdin, Murat Erkoc

Research output: Contribution to conferencePaper

Abstract

We study the service network design problem for consolidation-based freight carriers in a multi-period setting. The common assumption in the literature states that the current capacity of freight carriers' assets is capable of handling all of the forecasted demand, however, we assume that there are certain times in which peak demand strictly exceeds the capacity. Thus, it is assumed that the carriers have three options: adding additional assets, dispersing demand through early or late delivery with a penalty, or outsourcing. We propose a modeling approach that jointly incorporates asset management and sizing, outsourcing (3PLs), and earliness/tardiness. Given a set of commodities to be delivered from origin terminals to destination terminals on a network over multiple periods, the objective is to minimize the overall operational costs by optimally selecting and scheduling the home fleet, selecting services from third parties, and routing the commodities on the designed service network. We propose an arc-based formulation for this problem and test its performance on randomly generated instances. We investigate the impact of flow patterns and bidirectional demand disparities on the interplay across fleet sizing, outsourcing, and early/tardy deliveries under optimal policies.

Original languageEnglish (US)
Pages100-105
Number of pages6
StatePublished - Jan 1 2018
Event2018 Institute of Industrial and Systems Engineers Annual Conference and Expo, IISE 2018 - Orlando, United States
Duration: May 19 2018May 22 2018

Other

Other2018 Institute of Industrial and Systems Engineers Annual Conference and Expo, IISE 2018
CountryUnited States
CityOrlando
Period5/19/185/22/18

Keywords

  • Capacity balancing
  • Earliness/tardiness in transportation
  • Fleet sizing
  • Outsourcing
  • Service network design

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Industrial and Manufacturing Engineering

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  • Cite this

    Seçerdin, Y., & Erkoc, M. (2018). Capacity balancing in service network design problems. 100-105. Paper presented at 2018 Institute of Industrial and Systems Engineers Annual Conference and Expo, IISE 2018, Orlando, United States.