• Title/Summary/Keyword: Routing problem

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A heuristic algorithm for the multi-trip vehicle routing problem with time windows (시간제약을 가진 다회방문 차량경로문제에 대한 휴리스틱 알고리즘)

  • Kim Mi-Lee;Lee Yeong-Hun
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.05a
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    • pp.1740-1745
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    • 2006
  • This paper is concerned with a novel heuristic algorithm for the multi-trip vehicle routing problem with time windows. The objective function is the minimization of total vehicle operating time, fixed cost of vehicle and the minimization of total lateness of customer. A mixed integer programming formulation and a heuristic algorithm for a practical use are suggested. A heuristic algorithm is constructed two phases such as clustering and routing. Clustering is progressed in order to assign appropriate vehicle to customer, and then vehicle trip and route are decided considering traveling distance and time window. It is shown that the suggested heuristic algorithm gives good solutions within a short computation time by experimental result.

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Performance Evaluation of the WDM Ring Network Based on Photonic Slot Routing (광-슬롯 경로 배정 방식을 기반으로 한 WDM 링의 성능 평가)

  • 한상현;이호숙;소원호;은지숙;김영천
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.154-157
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    • 1999
  • Photonic Slot Routing(PSR) is a promising approach to solve the fundamental scalability problem of all-optical packet switched WDM networks. In photonic slot routing, packets destined for the same subnetwork are aggregated to form a photonic slot which is jointly routed as a single unit of information through the network. The relative location of the nodes from bridge may cause to fairness problem in the unidirectional WDM ring network based on PSR. As photonic slots from different subnetworks can originate contentions at the bridge, packets may be dropped and retransmitted. Thus we evaluated the performance of PSR based WDM ring network in the point of fairness for each node and slot contentions at the bridge. Simulation results show that the PSR based WDM ring requires a slot access mechanism to guarantee the transmission fairness and efficient switch architecture to resolve slot contention at the bridge.

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Distribution Center Location and Routing Problem with Demand Dependent on the Customer Service (고객서비스에 따른 수요변화하에서의 분배센터 입지선정과 경로 문제)

  • 오광기;이상용
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.22 no.51
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    • pp.29-40
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    • 1999
  • The distribution center location and routing problem involves interdependent decisions among facility, transportation, and inventory decisions. The design of distribution system affects the customers' purchase decision by sets the level of customer service to be offered. Thus the lower product availability may cause a loss of demand as falls off the customers' purchase intention, and this is related to the firm's profit reduction. This study considers the product availability of the distribution centers as the measure of the demand level change of the demand points, and represents relation between customer service and demand level with linear demand function. And this study represents the distribution center location and routing to demand point in order to maximize the total profit that considers the products' sales revenue by customer service, the production cost and the distribution system related costs.

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Implementation of outgoing packet processor for ATM based MPLS LER System

  • Park, Wan-Ki;Kwak, Dong-Yong;Kim, Dae-Yong
    • Proceedings of the IEEK Conference
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    • 2002.07c
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    • pp.1851-1854
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    • 2002
  • The Internet with conventional routing scheme cannot meet user demands driven from drastic growth in the Internet user and various service and traffic type. MPLS(Multi Protocol Label Switching) was introduced to the Internet fur solution to resolve this problem. MPLS is a paradigm to integrate higher layer’s software routing functions including layer-3 routing with layer-2 switching. But, the exponential growth of Internet traffic brings out of label space. One scalable solution to cope with this problem is to introduce flow merge technique, i. e. a group of flows is forwarded using the same label. Specially, IETF(Internet Engineering Task Force) recommends that ATM based MPLS system may include VC merge function, so it is scalable to increase of internet traffic. We implemented the MPLS LER system that includes the look-up and forwarding function in incoming path and VC merging function and limited traffic management function in outgoing path. This paper describes the implementation of the LER’s outgoing parts.

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A Vehicle Routing Problem Which Considers Traffic Situation by Service Time Zones (서비스 시간대별 교통상황을 고려한 차량경로문제)

  • Kim, Ki-Tae;Jeon, Geon-Wook
    • IE interfaces
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    • v.22 no.4
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    • pp.359-367
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    • 2009
  • The vehicle travel time between the demand points in downtown area is greatly influenced by complex road condition and traffic situation that change real time to various external environments. Most of research in the vehicle routing problems compose vehicle routes only considering travel distance and average vehicle speed between the demand points, however did not consider dynamic external environments such as traffic situation by service time zones. A realistic vehicle routing problem which considers traffic situation of smooth, delaying, and stagnating by three service time zones such as going to work, afternoon, and going home was suggested in this study. A mathematical programming model was suggested and it gives an optimal solution when using ILOG CPLEX. A hybrid genetic algorithm was also suggested to chooses a vehicle route considering traffic situation to minimize the total travel time. By comparing the result considering the traffic situation, the suggested algorithm gives better solution than existing algorithms.

Cross-Layer Resource Allocation in Multi-interface Multi-channel Wireless Multi-hop Networks

  • Feng, Wei;Feng, Suili;Zhang, Yongzhong;Xia, Xiaowei
    • ETRI Journal
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    • v.36 no.6
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    • pp.960-967
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    • 2014
  • In this paper, an analytical framework is proposed for the optimization of network performance through joint congestion control, channel allocation, rate allocation, power control, scheduling, and routing with the consideration of fairness in multi-channel wireless multihop networks. More specifically, the framework models the network by a generalized network utility maximization (NUM) problem under an elastic link data rate and power constraints. Using the dual decomposition technique, the NUM problem is decomposed into four subproblems - flow control; next-hop routing; rate allocation and scheduling; power control; and channel allocation - and finally solved by a low-complexity distributed method. Simulation results show that the proposed distributed algorithm significantly improves the network throughput and energy efficiency compared with previous algorithms.

Development and Application of a Vehicle Routing Supporting System using Digital Map (전자수치지도를 이용한 배차지원시스템 개발 및 활용)

  • Song, Sung-Hun;Kang, Seung-Woo
    • IE interfaces
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    • v.14 no.1
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    • pp.39-46
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    • 2001
  • The purpose of this paper is to develop a vehicle routing supporting system with various restrictions using a digital map. The position data and the distance data are obtained from the digital map. The system is composed of input module, execution module, output module. In the input module, we can select options, which correspond to various restrictions and criteria for the vehicle routing problem to be solved. The execution module solves the selected problem in a relatively short time and suggest a good heuristic solution to the dispatcher, and also allows the dispatcher to easily modify the solution. The vehicle routes are displayed on the digital map. The application and the effectiveness of the system were shown through two case studies.

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A Hybrid Method Based on Genetic Algorithm and Ant Colony System for Traffic Routing Optimization

  • Thi-Hau Nguyen;Ha-Nam Nguyen;Dang-Nhac Lu;Duc-Nhan Nguyen
    • International Journal of Computer Science & Network Security
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    • v.23 no.8
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    • pp.85-90
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    • 2023
  • The Ant Colony System (ACS) is a variant of Ant colony optimization algorithm which is well-known in Traveling Salesman Problem. This paper proposed a hybrid method based on genetic algorithm (GA) and ant colony system (ACS), called GACS, to solve traffic routing problem. In the GACS, we use genetic algorithm to optimize the ACS parameters that aims to attain the shortest trips and time through new functions to help the ants to update global and local pheromones. Our experiments are performed by the GACS framework which is developed from VANETsim with the ability of real map loading from open street map project, and updating traffic light in real-time. The obtained results show that our framework acquired higher performance than A-Star and classical ACS algorithms in terms of length of the best global tour and the time for trip.

A Pipelined Architecture for Maze Routing

  • Won Young Ju;Sahni Sartaj K.
    • Journal of the military operations research society of Korea
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    • v.14 no.1
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    • pp.1-17
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    • 1988
  • This paper presents a hardware accelerator for the maze routing problem. This accelerator consists of three 3 stage pipelines. Banked memory is used to avoid memory read/write conflicts and obtain maximum efficiency.

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A Pipelined Architecture for Maze Routing

  • Won Young Ju;Sahni Sartaj K.
    • Journal of the military operations research society of Korea
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    • v.13 no.2
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    • pp.1-17
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    • 1987
  • This paper presents a hardware accelerator for the maze routing problem. This accelerator consists of three 3 stage pipelines. Banked memory is used to avoid memory read/write conflicts and obtain maximum efficiency.

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