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Loss Minimization for Distribution Network using Partial Tree Search (부분 tree 탐색을 이용한 배전계통의 손실 최소화)

  • Choi, S.Y.;Shin, M.C.;Nam, G.Y.;Cho, P.H.;Park, J.S.
    • Proceedings of the KIEE Conference
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    • 2000.07a
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    • pp.519-521
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    • 2000
  • Network reconfiguration is an operation task, and consists in the determination of the switching operations such to reach the minimum loss conditions of the distribution network. In this paper, an effective heuristic based switch scheme for loss minimization is given for the optimization of distribution loss reduction and a solution approach is presented. The solution algorithm for loss minimization has been developed based on the two stage solution methodology. The first stage of this solution algorithm sets up a decision tree which represent the various switching operations available, the second stage applies a proposed technique called cyclic best first search. Therefore, the solution algorithm of proposed method can determine on-off switch statuses for loss reduction, with a minimum computational effort.

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Object Search Algorithm under Dynamic Programming in the Tree-Type Maze

  • Jang In-Hun;Lee Dong-Hoon;Sim Kwee-Bo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.5 no.4
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    • pp.333-338
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    • 2005
  • This paper presents the target object search algorithm under Dynamic Programming (DP) in the Tree-type maze. We organized an experimental environment with the concatenation of Y-shape diverged way, small mobile robot, and a target object. By the principle of optimality, the backbone of DP, an agent recognizes that a given whole problem can be solved whether the values of the best solution of certain ancillary problem can be determined according to the principle of optimality. In experiment, we used two different control algorithms: a left-handed method and DP. Finally we verified the efficiency of DP in the practical application using our real robot.

Heuristic Search in Overcurrent Protection Coordination of Power Distribution Systems (경험적 탐색에 의한 배전계통 보호기기 정정협조)

  • 이승재;박영문;이정원
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.40 no.2
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    • pp.135-143
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    • 1991
  • The setting problem of protective devices in power distribution systems is a combinatorial search problem involving a lot of trial & errors to search for a proper solution which has a great impact for the system reliability. This paper discusses the nature of the problem and proposes a scheme to prune the decision tree achieving the efficient search for a setting solution by applying heuristic rules which utilize pattern informations of backup and primary devices. Its effectiveness is demonstrated through many tests on real systems.

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Efficient Multi-way Tree Search Algorithm for Huffman Decoder

  • Cha, Hyungtai;Woo, Kwanghee
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.4 no.1
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    • pp.34-39
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    • 2004
  • Huffman coding which has been used in many data compression algorithms is a popular data compression technique used to reduce statistical redundancy of a signal. It has been proposed that the Huffman algorithm can decode efficiently using characteristics of the Huffman tables and patterns of the Huffman codeword. We propose a new Huffman decoding algorithm which used a multi way tree search and present an efficient hardware implementation method. This algorithm has a small logic area and memory space and is optimized for high speed decoding. The proposed Huffman decoding algorithm can be applied for many multimedia systems such as MPEG audio decoder.

NETWORK RECONFIGURATION ALGORITHM FOR AUTOMATED DISTRIBUTION SYSTEM BASED ON THE BEST-FIRST TREE SEARCH (경험적 탐색기법에 근거한 배전계통의 선로 재구성 앨고리즘)

  • Jung, Kyung-Hee;Kim, Ho-Yong;Ko, Yun-Seok
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.350-353
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    • 1991
  • This study develops an expert system which solves the problems of the MTr/feeder overloads and the feeder constraints in automated radial distribution systems. Then, the objective is to perform the network reconfiguration by switching the tie and sectionalizing switches which eliminates the system violation, while achieving the load balance of the MTrs/feeders. To reduce the search space, an expert system based on heuristic rules is presented, and implemented in AI language Prolog. This system adopts the best-first tree search technique. The computational results are also prepared to show the performance of the heuristic algorithm developed.

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Frequent Itemset Search Using LSI Similarity (LSI 유사도를 이용한 효율적인 빈발항목 탐색 알고리즘)

  • Ko, Younhee;Kim, Hyeoncheol;Lee, Wongyu
    • The Journal of Korean Association of Computer Education
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    • v.6 no.1
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    • pp.1-8
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    • 2003
  • We introduce a efficient vertical mining algorithm that reduces searching complexity for frequent k-itemsets significantly. This method includes sorting items by their LSI(Least Support Itemsets) similarity and then searching frequent itemsets in tree-based manner. The search tree structure provides several useful heuristics and therefore, reduces search space significantly at early stages. Experimental results on various data sets shows that the proposed algorithm improves searching performance compared to other algorithms, especially for a database having long pattern.

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Compacted Codeword based Huffman Decoding for MPEG-2 AAC Audio (MPEG-2 AAC 오디오 코더를 위한 컴팩트화 코드워드 기반 허프만 디코딩 기법)

  • Lee, Jae-Sik;Lee, Eun-Seo;Chang, Tae-Gyu
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.369-370
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    • 2006
  • This paper presents a new method for Huffman decoding specially designed for the MPEG-2 AAC audio. The method significantly enhances the processing efficiency of the conventional Huffman decoding realized with the ordinary binary tree search method. A data structure is newly designed based on the numerical interpretation of the incoming bit stream and its utilization for the offset oriented nodes allocation. The experimental results show the average performance enhancement of 54% and 665%, compared to those of the conventional binary tree search method and the sequential search method, respectively.

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Loss Reduction in Heavy Loaded Distribution Networks Using Cyclic Sub Tree Search (순환적 부분트리 탐색법을 이용한 중부하 배전계통의 손실최소화)

  • Choi, Sang-Yule;Shin, Myong-Chul
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.50 no.5
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    • pp.241-247
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    • 2001
  • Network reconfiguration in distribution systems is realized by changing the status of sectionalizing switches, and is usually done for loss reduction of load balancing in the system. This paper presents an effective heuristic based switching scheme to solve the distribution feeder loss reduction problem. The proposed algorithm consists of two parts. One is to set up a decision tree to represent the various switching operations available. Another is to apply a proposed technique called cyclic best first search. the proposed algorithm identify the most effective the set of switch status configuration of distribution system for loss reduction. To demonstrate the validity of the proposed algorithm, numerical calculations are carried out the 32, 69 bus system models.

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Clustering Algorithm using the DFP-Tree based on the MapReduce (맵리듀스 기반 DFP-Tree를 이용한 클러스터링 알고리즘)

  • Seo, Young-Won;Kim, Chang-soo
    • Journal of Internet Computing and Services
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    • v.16 no.6
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    • pp.23-30
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    • 2015
  • As BigData is issued, many applications that operate based on the results of data analysis have been developed, typically applications are products recommend service of e-commerce application service system, search service on the search engine service and friend list recommend system of social network service. In this paper, we suggests a decision frequent pattern tree that is combined the origin frequent pattern tree that is mining similar pattern to appear in the data set of the existing data mining techniques and decision tree based on the theory of computer science. The decision frequent pattern tree algorithm improves about problem of frequent pattern tree that have to make some a lot's pattern so it is to hard to analyze about data. We also proposes to model for a Mapredue framework that is a programming model to help to operate in distributed environment.

An Efficient k-D tree Traversal Algorithm for Ray Tracing on a GPU (GPU상에서 동작하는 Ray Tracing을 위한 효과적인 k-D tree 탐색 알고리즘)

  • Kang, Yoon-Sig;Park, Woo-Chan;Seo, Choong-Won;Yang, Sung-Bong
    • Journal of KIISE:Computer Systems and Theory
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    • v.35 no.3
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    • pp.133-140
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    • 2008
  • This paper proposes an effective k-D tree traversal algorithm for ray tracing on a GPU. The previous k-D tree traverse algorithm based on GPU uses bottom-up searching from a leaf to the root after failing to find the ray intersected primitive in the leaf node. During the bottom-up search the algorithm decides the current node is visited or not from the parent node. In such a way, we need to visit the parent node which was already visited and the duplicated bounding box intersection tests. The new k-D tree traverse algorithm reduces the brother and parent duplicated visit by using an efficient method which decides whether the brother node is already visited or not during the bottom-up search. Also the algorithm take place bounding box intersection tests only for the nodes which is not yet done. As a result our experiment shows the new algorithm is about 30% faster than the previous.