• Title/Summary/Keyword: 최적경로선택

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Exploring the Optimal Path to Adjacent Multiple Waypoints based on Harmony Search algorithms (하모니서치 알고리즘 기반 인접 다중 경유지 최적 경로 탐색 기법)

  • Yeji Tak;Seungmin Park
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.689-691
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    • 2023
  • 본 논문에서는 시작 노드와 목적지 노드 까지의 최단경로를 중점으로 가장 인접한 경유지를 선택하고 경유지가 다수일 경우 하모니서치 알고리즘을 통해 최적의 경로를 탐색하는 기법을 제안한다. 본 논문의 기법은 기존의 사용자의 현 위치에서 인접한 경유지를 추천해주는 시스템과 달리 목적지까지의 경로 전체에서 가장 인접한경유지를 선택해준다는 차별점이 있다. 그렇게 선택된 경유지들은 하모니서치 알고리즘을 사용하여 최적의 경로를 제안한다. 본 논문의 기법은 최단경로의 이탈을 최소화한 경유지 선택으로 거리, 시간, 비용적 측면에서 효율적이며 길을 헤매서 생기는 불필요한 지연을 최소화할 수 있다. 자율주행, 비행기, 선박, 드론 등 최적 경로 이탈시 큰 손실을 안기거나 위험한 시스템에 적용시 큰 효과를 거둘 수 있다.

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Route Travel Time Stabilization by Real Time Traffic Information Improvement (실시간 교통정보 제공수준향상에 의한 경로통행시간의 안정화)

  • Lee Chung-Won
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.2 no.1 s.2
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    • pp.101-108
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    • 2003
  • When drivers encounter multiple available routes, they may evaluate the utility of each route. Two important factors in the evaluation are travel time and travel cost. Without hewing the current travel time of each route, drivers' decisions are not necessarily optimum. It is called 'transparency issue' that drivers are blinded to choose the optimum route among the others because of the limited travel time information. As a result of this, competing route travel times tend to fluctuate. This case study to utilize the data of Namsan traffic information system confirms that this travel time fluctuation can be lessened as real time traffic information is provided.

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A Point-to-Multipoint Routing Path Selection Algorithm for Dynamic Routing Based ATM Network (동적 라우팅기반의 점대다중점 라우팅 경로 선택)

  • 신현순;이상호;이경호;박권철
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.8A
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    • pp.581-590
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    • 2003
  • This paper proposes the routing path selection mechanism for source routing-based PtMP (Point-to-Multipoint) call in ATM switching system. Especially, it suggests PtMP routing path selection method that can share the maximum resource prior to the optimal path selection, guarantee the reduction of path calculation time and cycle prevention. The searching for the nearest branch point from destination node to make the maximum share of resource is the purpose of this algorithm. Therefore among neighbor nodes from destination node by back-tracking, this algorithm fixes the node crossing first the node on existing path having the same Call ID as branch node, constructs the optimal PtMP routing path. The optimal node to be selected by back-tracking is selected by the use of Dijkstra algorithm. That is to say, PtMP routing path selection performs the step of cross node selection among neighboring nodes by back-tracking and the step of optimal node selection(optimal path calculation) among neighboring nodes by back-tracking. This technique reduces the process of search of routing information table for path selection and path calculation, also solves the cycle prevention easily during path establishment.

A Study On Bi-Criteria Shortest Path Model Development Using Genetic Algorithm (유전 알고리즘을 이용한 이중목적 최단경로 모형개발에 관한 연구)

  • 이승재;장인성;박민희
    • Journal of Korean Society of Transportation
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    • v.18 no.3
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    • pp.77-86
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    • 2000
  • The shortest path problem is one of the mathematical Programming models that can be conveniently solved through the use of networks. The common shortest Path Problem is to minimize a single objective function such as distance, time or cost between two specified nodes in a transportation network. The sing1e objective model is not sufficient to reflect any Practical Problem with multiple conflicting objectives in the real world applications. In this paper, we consider the shortest Path Problem under multiple objective environment. Wile the shortest path problem with single objective is solvable in Polynomial time, the shortest Path Problem with multiple objectives is NP-complete. A genetic a1gorithm approach is developed to deal with this Problem. The results of the experimental investigation of the effectiveness of the algorithm are also Presented.

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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.

An Optimal Route Selection for Improving Energy Efficiency in TORA (TORA에서 에너지 효율성을 향상시키기 위한 최적 경로 선택 기법)

  • Seo, Jae-Hyun;Kim, Yong-Hyuk
    • Proceedings of the Korean Information Science Society Conference
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    • 2011.06a
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    • pp.355-358
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    • 2011
  • 무선 센서 네트워크의 효율적인 에너지 사용은 무선 센서 네트워크의 수명과 관련된 중요한 요소이다. 무선센서 네트워크의 역동적인 환경에서는 전력량, 간섭 요소를 고려한 신호의 세기, 노드간의 거리 등의 특성을 고려하여 최적의 경로를 선택하는 것은 에너지 사용량에 많은 영향을 준다. TORA(Temporally-Ordered Routing Algorithm)는 이동성이 심한 무선 네트워크 환경에 적합하게 설계되어 있고 다중경로를 이용하여 링크 단절 시 빠른 복구가 가능한 장점이 있지만, 네트워크 생존의 측면에서 전력 사용의 효율성을 개선 및 보완할 필요가 있다. 본 논문에서는 TORA의 다중 경로 중에서 최적의 경로를 선택하는 방법에 대해서 논하고자 한다.

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.

A Deterministic User Optimal Traffic Assignment Model with Route Perception Characteristics of Origins and Destinations for Advanced Traveler Information System (ATIS 체계 구축을 위한 출발지와 도착지의 경로 인지 특성 반영 확정적 사용자 최적통행배정 모형)

  • Shin, Seong-Il;Sohn, Kee-Min;Lee, Chang-Ju
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.7 no.1
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    • pp.10-21
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    • 2008
  • User travel behavior is based on the existence of complete traffic information in deterministic user optimal principle by Wardrop(1952). According to deterministic user optimal principle, users choose the optimal route from origin to destination and they change their routes arbitrarily in order to minimize travel cost. In this principle, users only consider travel time as a factor to take their routes. However, user behavior is not determined by only travel time in actuality. Namely, the models that reflect only travel time as a route choice factor could give irrational travel behavior results. Therefore, the model is necessary that considers various factors including travel time, transportation networks structure and traffic information. In this research, more realistic deterministic optimal traffic assignment model is proposed in the way of route recognizance behavior. This model assumes that when users decide their routes, they consider many factors such as travel time, road condition and traffic information. In addition, route recognizance attributes is reflected in this suggested model by forward searching method and backward searching method with numerical formulas and algorithms.

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Multi-hop Path Selection Algorithms for Broadcasting Systems (방송통신 시스템에서의 다중 홉 중계 경로 선택 알고리듬)

  • Jang, Chul-Hee;Lee, Jae-Hong
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2010.07a
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    • pp.89-91
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    • 2010
  • 최근 통신시스템에서 다중 홉(multi-hop)을 이용하여 셀 용량 증대, 셀 영역 확장 등을 달성하려는 연구가 활발하게 진행되고 있다. 그러나 대부분 하나의 송신기와 하나의 수신기가 존재하는 환경을 가정하여, 다수의 수신기가 존재하는 방송통신 시스템에 직접적으로 적용하기에는 한계를 갖는다. 이에 본 논문에서는 다수의 수신기가 존재하는 방송통신 시스템에서의 시스템 성능향상을 위한 중계경로 선택 알고리듬을 연구한다. 최적경로 선택 알고리듬을 제안하며, 최적경로 선택 알고리듬과 같은 성능을 보이면서 낮은 복잡도를 갖는 알고리듬을 제안한다. 컴퓨터 모의실험을 통하여 제안된 다중 홉 중계 경로 성택 알고리듬의 성능을 알아보도록 한다.

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Optimal Path Searching Algorithm for AGV (AGV의 최적 경로 탐색 알고리즘)

  • Kim, Jong-Seon;Kim, Se-Jin;Joo, Young-Hoon
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.309-310
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    • 2007
  • 본 논문은 AGV를 사용하는 물류자동화 공장에서 운송 시간을 단축하기 위해 최단 다 경로 알고리즘을 제안한다. 최단 다 경로 알고리즘은 A* 알고리즘을 보완한 것으로써 경로 분기점에서 최단 거리 선택을 위한 휴리스틱 함수($\hat{h}$(n))보다 작은 모든 간을 선택하여 저장하고 이를 재 탐색함으로써 다수의 경로를 생성한다. 생성된 경로를 본 논문에서 제안하는 소요시간 산출 방법을 이용하여 예상 소요 시간을 산출함으로써 최단시간에 목적지에 도달 가능한 최적 경로를 선택할 수 있음을 증명한다.

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