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응용논문

차량경로 문제에 대한 Guided Tabu 검색

원문정보

Study on the Guided Tabu Search for the Vehicle Routing Problem

이승우, 이화기

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초록

영어

The vehicle routing problem determines each vehicle routes to find the transportation costs, subject to meeting the customer demands of all delivery points in geography. Vehicle routing problem is known to be NP-hard, and it needs a lot of computing time to get the optimal solution, so that heuristics are more frequently developed than optimal algorithms. This study aims to develop a heuristic method which combines guided local search with a tabu search in order to minimize the transportation costs for the vehicle routing assignment and uses ILOG programming library to solve. The computational tests were performed using the benchmark problems. And computational experiments on these instances show that the proposed heuristic yields better results than the simple tabu search does.

목차

Abstract
 1. 서론
 2. 이론적 고찰
  2.1 차량경로문제(vehicle routing problem)
  2.2 티부 검색(tabu search)
  2.3 안내지역 탐색(guided local search)
 3. 제안된 차량배정 알고리즘 수립 및 개발
  3.1 모형의 가정
  3.2 기호의 정의 및 모형
  3.3 차량경로 배정을 위한 guided tabu 탐색
 4. 실험 및 분석
  4.1 실험 결과
  4.2 결과 분석
 5. 결론
 6. 참고문헌

저자정보

  • 이승우 Seung Woo Lee. 한국기계연구원 지능형생산시스템연구본부
  • 이화기 Hwa Ki Lee. 인하대학교 산업공학과

참고문헌

자료제공 : 네이버학술정보

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