• Title/Summary/Keyword: a shortest route

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Study on the Shortest Path finding of Engine Room Patrol Robots Using the A* Algorithm (A* 알고리즘을 이용한 기관실 순찰로봇의 최단 경로 탐색에 관한 연구)

  • Kim, Seon-Deok
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.28 no.2
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    • pp.370-376
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    • 2022
  • Smart ships related studies are being conducted in various fields owing to the development of technology, and an engine room patrol robot that can patrol the unmanned engine room is one such study. A patrol robot moves around the engine room based on the information learned through artificial intelligence and checks the machine normality and occurrence of abnormalities such as water leakage, oil leakage, and fire. Study on engine room patrol robots is mainly conducted on machine detection using artificial intelligence, however study on movement and control is insufficient. This causes a problem in that even if a patrol robot detects an object, there is no way to move to the detected object. To secure maneuverability to quickly identify the presence of abnormality in the engine room, this study experimented with whether a patrol robot can determine the shortest path by applying the A* algorithm. Data were obtained by driving a small car equipped with LiDAR in the ship engine room and creating a map by mapping the obtained data with SLAM(Simultaneous Localization And Mapping). The starting point and arrival point of the patrol robot were set on the map, and the A* algorithm was applied to determine whether the shortest path from the starting point to the arrival point was found. Simulation confirmed that the shortest route was well searched while avoiding obstacles from the starting point to the arrival point on the map. Applying this to the engine room patrol robot is believed to help improve ship safety.

An Energy Efficient Routing Protocol using MAC-layer resources in Mobile Ad Hoc Networks (이동 애드혹 네트워크에서 MAC 계층 자원을 이용한 에너지 효율 라우팅 프로토콜)

  • Yoo, Dae-Hun;Choi, Woong-Chul
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.6
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    • pp.219-228
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    • 2007
  • End-to-end path setup and maintenance are very important for mobile ad-hoc wireless communications, because of the mobility and the limited battery capacity of the nodes in the networks. the AODV routing protocol is the one of mary proposed protocols. However, there are route failure problem with the Proposed protocols between intermediate nodes due to such mobility and exhausted battery characteristics, and this is because only the shortest hop count is considered for the route setup. If route failure happens. Problem such as the waste of bandwidth and the increment of the energy consumption occur because of the discarding data packets in the intermediate nodes and the path re-setup process required by the source node. In addition, it obviously causes the network lifetime to be shortened. This paper proposes a routing protocol based on the AODV routing protocol that it makes use of the remaining energy, signal strength and SNR of the MAC layer resources to setup a path.

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A methodology for the flexible AGV routing

  • Kim, Ji-Pyo
    • Journal of Korean Institute of Industrial Engineers
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    • v.23 no.4
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    • pp.719-728
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    • 1997
  • In the AGV routing a vehicle can select the shortest route on which no conflicts are anticipated. The procedure includes time constraint and the node/arc occupation times of vehicles in order to locate the conflicting paths. The slight differences among AGV routing algorithms exist in identifying the conflict regions encountered while reaching out to the destination node. In this paper, a novel approach to the use of the re-routing scheme is presented. It will be used to minimize the travel distance of vehicles in a regular vehicle routing process rather than to cope with emergency situations. The proposed algorithm provides existing active vehicles with the ability of changing their current paths for a new vehicle whenever the equal-distance paths exist, in on attempt to optimize the AGV transportation system. This ability is possible because of the flexibility of on AGV system controlled by a computer system.

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DECISION SUPPORT SYSTEM FOR OPTIMAL SELECTION OF HAUL ROUTES BASED ON TIME SLOTS IN EARTHMOVING OPERATION

  • Sang-Hyeok Kang;Kyeong-Geun Baik;Hyun-Gi Baek;Hyeong-Gi Park;Jong-Won Seo
    • International conference on construction engineering and project management
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    • 2009.05a
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    • pp.1134-1139
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    • 2009
  • Haul routes for earthmoving operation need to be carefully selected because the decision on the haul routes could make a significant difference in the project's cost and time. This paper proposes a decision support system for improving productivity of earthmoving operation that helps construction managers choose the best haul routes of trucks based on time slots. Also, a methodology for optimal selection of haul routes considering traffic conditions and topographic conditions of the routes is explained. Raster data model is used to find an available shortest path based on cost weighted distance. A system was developed on a geographic information system environment for efficient database management and easy manipulation of graphical data. A real-world case study was conducted to verify the applicability of the proposed system.

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Call Blocking Probabilities of Dynamic Routing Algorithms in B-ISDN Networks

  • Bahk, Sae-woong;Kim, Joon-hwan
    • Journal of Electrical Engineering and information Science
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    • v.3 no.1
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    • pp.21-27
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    • 1998
  • In this paper we apply routing algorithms in circuit switched networks to B-ISDN networks and investigate the performance. B-ISDN supports a wide range of services with hetrogeneous bandwidth requirements. We assume that the network supports D classes of traffic. It is modeled as a finite D dimensional Markov chain. A call is blocked on arrival if the required bandwidth is not available on the route. The shortest path routing, alternate routing and trunk reservation are considered for performance comparison. We also consider trunk reservation with restricted access control where the network reserves certain amount of bandwidths for one class of traffic that assumes a higher transmission priority. Through the method of successive iterations, we obtain the steady state equilibrium probabilities and call blocking probabilities for dynamic routing. The results can be used to design a B-ISDN network that improves network connection availability and efficiency while simultaneously reducing the network costs.

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An improved version of Minty's algorithm to solve TSP with penalty function

  • Moon, Geeju;Oh, Hyun-Seung;Yang, Jung-Mun;Kim, Jung-Ja
    • Korean Management Science Review
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    • v.13 no.3
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    • pp.187-198
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    • 1996
  • The traveling salesman problem has been studied for many years since the model can be used for various applications such as vehicle routing, job sequencing, clustering a data array, and so on. In this paper one of the typical exact algorithms for TSP, Minty's, will be modified to improve the performance of the algorithm on the applications without losing simplicity. The Little's algorithm gives good results, however, the simple and plain Minty's algorithm for solving shortest-route problems has the most intuitive appeal. The suggested Minty's modification is based on the creation of penalty-values on the matrix of a TSP. Computer experiments are made to verify the effectiveness of the modification.

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A Study on Finding the K Shortest Paths for the Multimodal Public Transportation Network in the Seoul Metropolitan (수도권 복합 대중교통망의 복수 대안 경로 탐색 알고리즘 고찰)

  • Park, Jong-Hoon;Sohn, Moo-Sung;Oh, Suk-Mun;Min, Jae-Hong
    • Proceedings of the KSR Conference
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    • 2011.10a
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    • pp.607-613
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    • 2011
  • This paper reviews search methods of multiple reasonable paths to implement multimodal public transportation network of Seoul. Such a large scale multimodal public transportation network as Seoul, the computation time of path finding algorithm is a key and the result of path should reflect route choice behavior of public transportation passengers. Search method of alternative path is divided by removing path method and deviation path method. It analyzes previous researches based on the complexity of algorithm for large-scale network. Applying path finding algorithm in public transportation network, transfer and loop constraints must be included to be able to reflect real behavior. It constructs the generalized cost function based on the smart card data to reflect travel behavior of public transportation. To validate the availability of algorithm, experiments conducted with Seoul metropolitan public multimodal transportation network consisted with 22,109 nodes and 215,859 links by using the deviation path method, suitable for large-scale network.

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A Study on Dijkstra Algorithm in Crossroad Including Left-turn Restriction, U-turn, and P-turn (교차로에서의 좌회전 금지, U-turn, P-turn을 고려한 개선된 Dijkstra Algorithm에 관한 연구)

  • Kim, Sung-Soo;Jun, Young-Joo;Cha, Young-Min
    • Journal of Industrial Technology
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    • v.21 no.A
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    • pp.231-240
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    • 2001
  • U-turn and P-turn as well as left-turn restriction exist in real traffic network. the optimal route should be selected for considering these using shortest path algorithms. But, the traditional algorithms have some limitations to use for considering there. The objective of this paper is to modify Dijkstra algorithm in order to find the optimal path in real traffic network. The continuous three nodes are used to check turn-restrictions and exclude these from and optimal path. A virtual connection is used to consider U-turn and P-turn.

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A Study on AODV-based acquiring efficient route scheme in Ad-hoc Networks. (AODV 기반의 Ad-hoc 네트워크 환경에서 효율적인 경로 획득 방안)

  • Kim, Jin-Duk;Jung, Jae-Hong;Kim, ARan;Sin, Yong-Tae
    • Annual Conference of KIPS
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    • 2012.04a
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    • pp.552-555
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    • 2012
  • 애드 혹 네트워크는 고정된 인프라 없이 동적으로 구성되는 이동 노드들의 집합으로 독립성을 높일 수 있다. 현재 애드 혹 라우팅 프로토콜과 관련해 단일 경로를 제공하는 라우팅 프로토콜이 제안되어 있으나 노드의 잦은 이동으로 인한 경로 재설정이 발생하는 애드 혹 네트워크의 특성으로 인하여 오버헤드와 지연시간이 증가하게 된다. 이러한 문제를 해결하기 위하여 다양한 라우팅 프로토콜이 제안되었다. 그 중에서도 ADOV(Ad-hoc On-demand Distance Vector)는 On-demand 방식의 프로토콜로서 데이터를 전송하는데 필요할 때만 경로를 설정한다. 그러나 최소비용 기반의 경로 산출이 아닌 링크연결 기반의 경로산출로 인한 불필요한 처리 및 지연이 가중된다. 본 논문에서는 최소 비용 기반의 경로 산출 방안인 SPAODV(Shortest Path AODV)를 제안하고 기존의 AODV 경로산출과 비교분석하여 보다 효율적인 경로산출 방안을 제시한다.

Rationality of Passengers' Route Choice Considering Smart Card Tag Constraints : Focused on Seoul Metropolitan Subway Network (교통카드 Tag 제약을 반영한 통행자 경로선택에 대한 합리성 평가 연구 : 수도권 지하철 네트워크를 중심으로)

  • Lee, Mee Young;Nam, Doohee;Shim, Dae Young
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.6
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    • pp.14-25
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    • 2020
  • This research proposes a methodology to evaluate the rationality of passengers' route choice who make trips within Seoul metropolitan subway based on smart card data. The rationality of user route choice is divided into the degree of determinacy and similarity concepts as basic principle. Determinacy is the degree to which the route selected by the passenger is identical to the system optimal path. Similarity indicates the degree to which the route is similar to the system optimal path. The K-path search method is used for path enumeration, which allows for measurement of determinacy. To assess determinacy within similarity, transfer tag data of private operators is used. Consequently, the concept of similarity applied to the model is such that the passenger's path choice is identical to the path taken using the tag reader. Results show that the determinacy of appearance of the shortest path (K=1) is 90.4%, while the similarity of appearance as K=(2-10) is 7.9%, summing to 98.3%. This indicates that trips on the metropolitan subway network are being rationally explained. 1.7% of irrational trips are attributed to the unexplainable error term that occurs due to the diversity of passengers.