• Title/Summary/Keyword: Breadth-first-search

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Heuristic Aspects of the Branch and Bound Procedure for a Job Scheduling Problem (작업 스케쥴링 문제 해결을 위한 Branch & Bound 해법의 비교분석)

  • Koh, Seok-Joo;Lee, Chae-Y.
    • Journal of Korean Institute of Industrial Engineers
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    • v.18 no.2
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    • pp.141-147
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    • 1992
  • This article evaluates the efficiency of three branch-and-bound heuristics for a job scheduling problem that minimizes the sum of absolute deviations of completion times from a common due date. To improve the performance of the branch-and-bound procedure, Algorithm SA is presented for the initial feasible schedule and three heuristics : breadth-first, depth-first and best-first search are investigated depending on the candidate selection procedure. For the three heuristics the CPU time, memory space, and the number of nodes generated are computed and tested with nine small examples (6 ${\leq}$ n ${\leq}$ 4). Medium sized random problems (10 ${\leq}$ n ${\leq}$ 30) are also generated and examined. The computational results are compared and discussed for the three heuristics.

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An Efficient Traversal Algorithm for Large Hypergraphs and its Applications for Graph Analysis (대용량 하이퍼그래프에 대한 효율적인 탐색 기법과 분석에의 응용)

  • Ryu, Chungmo;Seo, Junghyuk;Kim, Myoung Ho
    • KIISE Transactions on Computing Practices
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    • v.23 no.8
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    • pp.492-497
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    • 2017
  • A hypergraph consists of a set of nodes and hyperedges that connect an arbitrary number of nodes. We employ graph traversal algorithms such as BFS and DFS to analyze or explore hypergraph data. However, the conventional BFS and DFS do not consider the structural characteristics of hyperedges. In this paper, we propose a method to record visited edges and nodes during the traversal algorithm for data stored in hypergraphDB. In the experiments, we conduct various hypergraph analyses that utilize traversal algorithms and show that our method achieves a fewer number of database accesses and faster processing time than the conventional one.

A Fault Diagnosis Using System Matrix In Expert System (System matrix를 사용한 고장진단 전문가 시스템)

  • Sim, K.J.;Kim, K.J.;Ha, W.K.;Chu, J.B.;Oh, S.H.
    • Proceedings of the KIEE Conference
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    • 1989.07a
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    • pp.233-236
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    • 1989
  • This paper deals with the expert system using network configuration and input information composed of protective relays and tripped circuit breakers. This system has knowlegebase independent on network dimension because network representation consists of the type of the matrix. Therefore, the knowlege of network representation is simplified, the space of knowlege is reduced, the addition of facts to the knowlege is easy and the expansion of facts is possible. In this paper, the network representation is defined to system matrix. This expert system based on the system matrix diagnoses normal, abnormal operations of protective devices as well as possible fault sections. The brach and bound search technique is used: breadth first technique mixed with depth first technique of primitive PROLOG search technique. This system will be used for real time operations. This expert system obtaines the solution using the pattern matching in working memory without no listing approach for rule control. This paper is written in PROLOG, the A.I. language.

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An Expert System for the Real-Time Computer Control of the Large-Scale System (대규모 시스템의 실시간 컴퓨터 제어를 위한 전문가 시스템)

  • Ko, Yun-Seok
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.6
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    • pp.781-788
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    • 1999
  • In this paper, an expert system is proposed, which can be effectively applied to the large-scale systems with the diversity time constraints, the objectives and the unfixed system structure. The inference scheme of the expert system have the integrated structure composed of the intuitive inference module and logical inference module in order to support effectively the operating constraints of system. The intuitive inference module is designed using the pattern matching or pattern recognition method in order to search a same or similar pattern under the fixed system structure. On the other hand, the logical inference module is designed as the structure with the multiple inference mode based on the heuristic search method in order to determine the optimal or near optimal control strategies satisfing the time constraints for system events under the unfixed system structure, and in order to use as knowledge generator. Here, inference mode consists of the best-first, the local-minimum tree, the breadth-iterative, the limited search width/time method. Finally, the application results for large-scale distribution SCADA system proves that the inference scheme of the expert system is very effective for the large-scale system. The expert system is implemented in C language for the dynamic mamory allocation method, database interface, compatability.

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Subquadratic Time Algorithm to Find the Connected Components of Circle Graphs (원 그래프의 연결 요소들을 찾는 제곱미만 시간 알고리즘)

  • Kim, Jae-hoon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.11
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    • pp.1538-1543
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    • 2018
  • For n pairs of points (a,b) on a circle, the line segment to connect two points is called a chord. These chords define a new graph G. Each chord corresponds to a vertex of G, and if two chords intersect, the two vertices corresponding to them are connected by an edge. This makes a graph, called by a circle graph. In this paper, we deal with the problem to find the connected components of a circle graph. The connected component of a graph G is a maximal subgraph H such that any two vertices in H can be connected by a path. When the adjacent matrix of G is given, the problem to find them can be solved by either the depth-first search or the breadth-first search. But when only the information for the chords is given as an input, it takes ${\Omega}(n^2)$ time to obtain the adjacent matrix. In this paper, we do not make the adjacent matrix and develop an $O(n{\log}^2n)$ algorithm for the problem.

The Influence of SMEs' Innovation Activitiesaccording to Types of Strategy ontheir Perception to the Opening of Economies: The Moderating Effects of External Search and Market Entry Strategy (중소기업의 전략 유형에 따른 혁신활동이 대외개방 인식에 미치는 영향: 외부 지식 탐색 및 시장진입전략의 조절 효과를 중심으로)

  • Lee, Jong-Seon;Park, Ji-Hoon
    • Journal of Technology Innovation
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    • v.21 no.1
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    • pp.199-228
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    • 2013
  • Globalization has been accelerated in today's business environment. In this situation, the opening of economies can be either an opportunity or a treat for small and medium sized enterprises (SMEs) who have limited resources. Especially, managerial perception to the opening of economies carries on significant meaning because managerial perception determines future responses and strategies. Therefore, this study examined which innovation activities are related with SMEs' positive perception to the opening of economies. The activities of innovation are classified by types of generic strategy. Also, this study scrutinized the moderating effects of external search strategy and market entry strategy. In order to test hypotheses, this study analyzed data on Korean manufacturing firms collected in the Korean Innovation Survey (KIS). As a result, SMEs conducting innovation for differentiation strategy perceived the opening of economies positively. Search breadth and search depth moderated this relationship negatively and the first entry strategy moderated this relationship positively.

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A Transformation Military Databases based on the Relational Data model into XML Databases (관계형 데이터 모델 기반 군사용 데이터베이스의 XML 데이터베이스로의 변환)

  • Kim, Chang-Seok;Kim, Eong-Su
    • Journal of National Security and Military Science
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    • s.1
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    • pp.269-310
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    • 2003
  • AS Extensible Markup Language(XML) is emerging as the data format of the Internet era, there are increasing needs to efficiently transform between database and XML documents. In this paper, we propose a schema transformation method from relational database to XML database. To transform the schema, we represent input schema as Entity-Relationship diagram. Entity-Relationship model translator scans the input Entity-Relationship diagram using BFS (breadth First Search) and translates the diagram into hierarchical structure model. The XML Schema generator produces XML Scema code using the transformed hierarchical structure model. The proposed method has a merit that having reusability facility of XML Schema property in comparison with existing researches.

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Experimental Evaluation of PageRank/BFS Queries on Distributed Graph Processing Systems (최신 분산 그래프 처리 시스템에서의 PageRank/BFS 질의 처리 성능 평가)

  • Lee, Kyeong-Jun;Kim, Hyeonji;Lee, Yukyoung;Lee, Juneyoung;Kim, Kangsu;Han, Wook-Shin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.04a
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    • pp.826-828
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    • 2017
  • 그래프는 객체와 객체 간의 관계를 표현하는 데에 있어 효과적인 데이터 표현 방법이다. 그래프 데이터는 웹 그래프, 사회 관계망 서비스, 신약 개발, 생명정보학 등의 다양한 분야에서 활용되고 있으며, 그래프 마이닝 응용에서 활용되기 위한 효율적인 처리 기술을 필요로 한다. 최근까지 그래프 데이터의 처리 및 분석을 위한 많은 시스템들이 개발되었다. 본 논문에서는 최신 분산 그래프 처리 시스템 중에서 대표적인 그래프 분석 질의인 페이지랭크(pagerank)와 너비 우선 탐색(breadth first search)를 수행하고 시스템의 성능을 평가한다.

Land Masking Methods of Sentinel-1 SAR Imagery for Ship Detection Considering Coastline Changes and Noise

  • Bae, Jeongju;Yang, Chan-Su
    • Korean Journal of Remote Sensing
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    • v.33 no.4
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    • pp.437-444
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    • 2017
  • Since land pixels often generate false alarms in ship detection using Synthetic Aperture Radar (SAR), land masking is a necessary step which can be processed by a land area map or water database. However, due to the continuous coastline changes caused by newport, bridge, etc., an updated data should be considered to mask either the land or the oceanic part of SAR. Furthermore, coastal concrete facilities make noise signals, mainly caused by side lobe effect. In this paper, we propose two methods. One is a semi-automatic water body data generation method that consists of terrain correction, thresholding, and median filter. Another is a dynamic land masking method based on water database. Based on water database, it uses a breadth-first search algorithm to find and mask noise signals from coastal concrete facilities. We verified our methods using Sentinel-1 SAR data. The result shows that proposed methods remove maximum 84.42% of false alarms.

Web Site Evaluation Using Structure Analysis Agents (구조분석 에이전트를 사용한 웹사이트의 평가)

  • 정윤경;조성배
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10b
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    • pp.143-145
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    • 2000
  • 인터넷이 보편화되면서 그에 따른 정보량도 급증하고 있다. 웹문서량이 많아짐에 따라 웹문서를 구조를 이용하여 저장, 분석하는 연구가 활발히 이루어지고 있다. 본 논문에서는 웹사이트를 사용자가 평가하기 위해 계층적인 웹문서들의 관계를 사이트맵으로 구성하며 웹문서 내의 계층구조를 추출, 저장하고 그래픽적으로 표시하였다. 이를 위해 웹문서 내의 계층구조를 위해 W3기관의 공용으로 사용되는 Tidy 라이브러리를 이용하여 URL에 대한 HTML 문서를 얻고 이를 XML로 변환하였다. 변환된 XML 결과로 이진트리를 구성하고 계층구조를 표현하였다. 웹문서들의 사이트맵은 그래프형식과 계층구조형식으로 표현했는데 그래프형식을 이용하여 사이트맵의 연결구조를 파악할 수 있게 하였으며, 계층구조를 이용하여 웹문서간의 계층구조에 따른 정보를 얻을 수 있었다. 사이트맵을 구성하기 위해 URL들의 구조를 인접리스트로 저장하였으며, 방향성 그래프형식을 이용하였다. 또한 웹문서 구조를 계층적으로 구성하기 위해 웹문서의 그래프형식에 대해 BFS(Breadth First Search)방식을 이용했다. 또한 계층적 사이트맵을 이용한 평가항목을 이용하여 증권사이트에 대해 실험하였다. 실험을 통해 본 시스템이 웹사이트 평가에 유용성함을 입증하였다.

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