• Title/Summary/Keyword: capacitated VRP

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Decision Problems for the Design and Operations of Sludge Collection System (하수 슬러지 수거 시스템의 설계 및 운영방안에 대한 연구)

  • Choi, Gyung-Hyun;Kwak, Ho-Mahn;Yu, Young-Sun;Cho, Joong-Mou
    • IE interfaces
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    • v.20 no.1
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    • pp.58-68
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    • 2007
  • This research deals with a vehicle scheduling problem for the sludge collection strategies which might be solved via quantitative analysis and cost evaluations schemes. This problem can be modeled as a kind of capacitated vehicle routing pick-up problems. With the aim of establishing operation schedule of vehicles and analyzing the total cost under considering various assumptions and realistic restrictions of the sludge collection problem, we propose a heuristic method based on the genetic algorithm in conjunction with the sweep algorithm and the 4-opt algorithm. Finally, we present the cost effective operation schedule that can be used as the managing tool for the sludge treatment plant of the multi-purpose dam.

Heuristic for Vehicle Routing Problem with Perishable Product Delivery (식품 배송의 특성을 고려한 차량경로문제의 발견적 해법)

  • Kang, Kyung Hwan;Lee, Young Hoon
    • Journal of Korean Institute of Industrial Engineers
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    • v.33 no.2
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    • pp.265-272
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    • 2007
  • The purpose of Vehicle Routing Problem (VRP) is to design the least costly (distance, time) routes for a fleet of identically capacitated vehicles to serve geographically scattered customers. There may be some restrictions such as the maximal capacity for each vehicle, maximal distance for each vehicle, time window to visit the specific customers, and so forth. This paper is concerned with VRP to minimize the sum of elapsed time from departure, where the elapsed time is defined as the time taken in a moving vehicle from the depot to each customer. It is important to control the time taken from departure in the delivery of perishable products or foods, whose freshness may deteriorate during the delivery time. An integer linear programming formulation is suggested and a heuristic for practical use is constructed. The heuristic is based on the set partitioning problem whose performances are compared with those of ILOG dispatcher. It is shown that the suggested heuristic gave good solutions within a short computation time by computational experiments.