• Title/Summary/Keyword: 최단 경로 알고리즘

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A Model for Shortest Path Calculation on lntermodal Transportation Network (복합 교통망에서의 최적경로산정 모형개발)

  • 최기주;장원재
    • Journal of Korean Society of Transportation
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    • v.16 no.4
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    • pp.167-186
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    • 1998
  • 자동차보급의 대중화와 함께 버스, 전철 등 대중교통체계의 지속적인 서비스 확충으로 인해 다양한 교통망의 이용행태가 나타나고 있다. 즉, 승용차를 이용하다가 대중교통수단을 이용하는 경우가 발생하게 되고 이러한 환경에서, 기타 통행대안들(예를 들면 목적지, 수단, 경로 등)이 효율적으로 연계 선택되어질 수 있도록 지원하여 전체 교통체계의 이용효율을 높일 수 있는 방안들이 강구되도록 요구되어지고 있다. 본고는 이런 관점에서 복합교통망에서의 경로안내 체계의 구현을 위한 알고리즘개발과 평가를 주목적으로 한다. 즉, 복합교통망에서의 경로탐색모형과 이 모형에 적용가능한 경로탐색 알고리즘의 제시하고, 이를 위해 복합교통말의 한 축이 되는 대중교통망의 특징을 분석하고 대중교통망에서의 경로탐색알고리즘을 평가하였으며 이를 바탕으로 일반가로망과의 최단경로구축의 통합방안을 제시하였다. 알고리즘의 구현과정을 필요한 데이터의 구축과정과 함께 도시함으로서 모형과 알고리즘에 대한 평가와 함께 실제 구현시 필요한 제반 사항들도 검토하였으며, 장래의 연구과제를 아울러 제시하였다.

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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.

Search for an Optimal-Path Considering Various Attributes (다양한 경로속성을 고려한 최적경로 탐색)

  • Hahn, Jin-Seok;Chon, Kyung-Soo
    • Journal of Korean Society of Transportation
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    • v.26 no.1
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    • pp.145-153
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    • 2008
  • Existing shortest-path algorithms mainly consider a single attribute. But traveler actually chooses a route considering not single attribute but various attributes which are synthesized travel time, route length, personal preference, etc. Therefore, to search the optimal path, these attributes are considered synthetically. In this study route searching algorithm which selects the maximum utility route using discrete choice model has developed in order to consider various attributes. Six elements which affect route choice are chosen for the route choice model and parameters of the models are estimated using survey data. A multinomial logit models are developed to design the function of route choice model. As a result, the model which has route length, delay time, the number of turning as parameter is selected based on the significance test. We use existing shortest path algorithm, which can reflect urban transportation network such as u-turn or p-turn, and apply it to the real network.

Micro-scale Public Transport Accessibility by Stations - KTX Seoul Station Case Study - (정류장 단위의 미시적 대중교통 접근성 분석 - KTX 서울역 사례연구 -)

  • Choi, Seung U;Jun, Chul Min;Cho, Seong Kil
    • Journal of Korean Society for Geospatial Information Science
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    • v.24 no.1
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    • pp.9-16
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    • 2016
  • As the need of eco-friendly transportation systems for sustainable development increases, public transport accessibility has been considered as an important element of transportation system design. When analyzing the accessibility, shortest path algorithms can be utilized to reflect the actual movement and we can obtain high resolution accessibility for all other stations on the network with shortest distance and time. This study used the algorithm improved by reflecting the penalty of number of transfers and waiting time of overlapped routes to get the accessibility. KTX Seoul Station is a target place and this algorithm is applied to multi-layer subway bus network of Seoul to calculate the accessibility, therefore this study presented the accessibility of KTX Seoul station by stations.

Generating Multiple Paths by Using Multi-label Vine-building Shortest Path Algorithm (수정형 덩굴망 최단경로 탐색 알고리즘을 이용한 다경로 생성 알고리즘의 개발)

  • Kim, Ik-Ki
    • Journal of Korean Society of Transportation
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    • v.22 no.2 s.73
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    • pp.121-130
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    • 2004
  • In these days, multiple-path generation method is highly demanded in practice and research areas, which can represents realistically travelers behavior in choosing possible alternative paths. The multiple-path generation algorithm is one of the key components for policy analysis related to ATIS, DRGS and ATMS in ITS. This study suggested a method to generate multiple Possible paths from an origin to a destination. The approach of the suggested method is different from an other existing methods(K-shortest path algorithm) such as link elimination approach, link penalty approach and simulation approach. The result of the multi-label vine-building shortest path algorithm(MVA) by Kim (1998) and Kim(2001) was used to generate multiple reasonable possible paths with the concept of the rational upper boundary. Because the MVA algorithm records the cost, back-node and back-back node of the minimum path from the origin to the concerned node(intersection) for each direction to the node, many potential possible paths can be generated by tracing back. Among such large number of the potential possible paths, the algorithm distinguishes reasonable alternative paths from the unrealistic potential possible paths by using the concept of the rational upper boundary. The study also shows the very simple network examples to help the concept of the suggested path generation algorithm.

Minimum-Cost Path Finding Algorithm in Real-Time For Computer Generated Force (실시간성을 고려한 가상군 최소비용 길 찾기 알고리즘)

  • Han, Chang-Hee;Min, Young-Hye;Park, Sang-Hyuk;Kim, Jai-Hoon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.48 no.1
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    • pp.17-25
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    • 2011
  • At the computer games, we can experience a variety of environments using a virtual object. It is similar to that be trained in War-game simulator of the defense. Actual soldiers and a computer-generated virtual group(Computer Generated Force: CGF) in 3-D virtual battlefield environment are training. However, path finding algorithm, one of the techniques of simulation models, to the current level only considers the shortest time path. So, this current level at the special situation of the army in the battlefield for selecting the optimal path is limited. The focus of this paper is to select the least-cost path using the deadline with several different mission conditions(METT+TC). For the only shortest time path algorithm and the least-cost path algorithm using dealine,($d_t$, one of METT+TC elements), Its usefulness is verifying the change of the move spent time(t) for all possible paths and the fighting power of the combat troops(Troops ability, a) through a comparison of the total cost of moves(c(t)). According to the results, when considering the deadline, the proposed algorithm saves about 62.5% of the maximum cost.

Multihop Range-Free Localization with Virtual Hole Construction in Anisotropic Sensor Networks (비등방성 센서 네트워크에서 가상 홀을 이용한 다중 홉 Range-Free 측위 알고리즘)

  • Lee, Sangwoo;Kim, Sunwoo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.1
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    • pp.33-42
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    • 2013
  • This paper presents a multihop range-free localization algorithm to estimate the physical location of a normal node with local connectivity information in anisotropic sensor networks. In the proposed algorithm, a normal node captures the detour degree of the shortest path connecting an anchor pair and itself by comparing the measured hop count and the expected hop count, and the node estimates the distances to the anchors based on the detour degree. The normal node repeats this procedure with all anchor combinations and pinpoints its location using the obtained distance estimates. The proposed algorithm requires fewer anchors and less communication overhead compared to existing range-free algorithms. We showed the superiority of the proposed algorithm over existing range-free algorithms through MATLA simulations.

A Wavelength Path Accommodation Method in Wavelength Routed WDM Network (파장 라우팅 WDM망에서의 파장 경로 설정 방식)

  • 김병재;박진식;신기수
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10a
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    • pp.636-638
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    • 1998
  • WDM망을 구성하는데 있어서 광학적 파장은 가장 중요한 자원의 하나이다. 그러나 주어진 통신 요구를 모두 수용하면서 동시에 최소한의 파장만을 사용하는 WDM망의 설계 문제는 이미 NP-complete 계열의 문제인 것으로 밝혀졌으며 많은 휴리스틱 알고리즘들이 제안되었다. 본 논문에서는 임의의 물리적 망 위상(topology)과 완전 연결(full connection)형태의 통신 요구가 주어질 경우, 요구되는 파장 경로(Wavelength Path, lightpath)를 확립하기 위한 방법으로써 각 노드 사이의 최단 거리 경로를 기반으로 하여 탐색 공간을 만들고 구성된 탐색 공간 내에서 Branch-and-bound 탐색방식을 수행하는 파장 경로 설정 알고리즘을 제안한다. Branch-and-bound탐색방식은 초기에 좋은 bound조건을 가질 경우 주어진 시간 안에 보다 넓은 탐색 공간을 검색할 수 있으므로 최초의 탐색에서 가능한 좋은 성능의 파장 경로 설정을 발견할 수 있어야한다. 시뮬레이션 실험을 통하여 최초의 탐색에서 발견한 파장 경로 설정과 구성된 탐색 공간내의 최적해를 얻고, cut-set를이용하여 요구 파장 개수의 하위 한계값을 계산한후, 이를 상호 비교하여 제안된 알고리즘의 성능을 평가한다.

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Improving Network Search Process using Space Syntax (Space Syntax를 이용한 경로탐색 개선 방법에 대한 연구)

  • 전철민;장민철;설재민
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2004.03a
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    • pp.45-49
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    • 2004
  • 최적경로문제는 한 지점에서 다른 지점으로 이동할 때, 최소한의 비용으로 이동할 수 있는 경로를 찾는 문제를 의미하며, 최근 인터넷을 이용한 경로 안내 시스템에 적용되어 왔다. 이때, 보통 시간비용을 최소로 하는 경로를 제공하는 것이 일반적이다. 그러나 현실적으로 우리는 타인에게 어떠한 경로를 설명하거나 알려 줄 때, 인지도나 접근성이 높은 경로를 포함하는 경우가 많다. 이에 본 연구에서는 교통경로를 산출할 때 접근성이 높은 경로를 포함하여 경로를 구성하는 방안을 제시하였다 이를 구현하기 위해 건축, 도시공간에서 접근성 분석에 사용되고 있는 Space Syntax라는 방법론을 적용하였다. GIS 데이터 구조를 이용하기 위해 알고리즘을 일부 수정하였으며, 일반적으로 최단거리 산출에 많이 사용되고 있는 Dijkstra 알고리즘과 결합하여 구축하였다. 이렇게 구축된 알고리즘을 소규모의 교통 네트웍상에 적용하여 테스트하였다.

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Development of Optimal Routes Guidance System based on GIS (GIS기반 최적 경로안내 시스템 개발)

  • Yoo, Hwan-Hee;Woo, Hae-In;Lee, Tae-Soo
    • Journal of Korean Society for Geospatial Information Science
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    • v.10 no.1 s.19
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    • pp.59-66
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    • 2002
  • The rapid change of industrial structure causes to increase distribution cost and requires necessity of physical distribution system urgently. Traffic situation is getting extremely worse and traffic jam has led to increasing expense of physical distribution delivery which dominates 20% of distribution cost. In this situation, the shortest and most suitable path search system is required by modern people who must waste a lot of time for moving with a car or on the street as well as many companies. for these reasons, we developed the shortest-path-searching system applying the dijkstra algorithm which is one of the effective shortest path algorithm to GIS, and it was constructed by considering realistic urban traffic and the pattern of street in a physical situation. Also, this system was developed to be updated weight data automatically, considering the dynamic change of traffic situation such as a traffic information service which will be served in real time. Finally, we designed this system to serve on web by using MapObjects IMS.

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