• Journal of Electrical Engineering and Technology
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• 제8권2호
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• pp.215-222
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• 2013

Electrical power distribution systems are critical links between the utility and customer. In general, power distribution systems have unbalanced feeders due to the unbalanced loading. The devices that dependent on balanced three phase supply are affected by the unbalanced feeders. This necessitates the balancing of feeders. The main objective of reconfiguration is to balance the loads among the phases subject to constraints such as load flow equations, capacity and voltage constraints and to reduce the real power loss, while subject to a radial network structure in which all loads must be energized. Therefore, the distribution system reconfiguration problem has been viewed as multi-objective problem. In this paper, the hybrid heuristic algorithm has been used for reconfiguration, which is the combination of fuzzy and greedy algorithms. The purpose of the introduction of greedy is to refrain the searching for the period of phase balancing. The incorporation of fuzzy helps to take up more objectives amid phase balancing in the searching. The effectiveness of the proposed method is demonstrated through modified IEEE 33 bus and modified IEEE 125 bus radial distribution system.

• 정보처리학회논문지B
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• 제10B권5호
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• pp.527-534
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• 2003

An active contour model called snake is powerful tool for object contour extraction. But, conventional snakes require exhaustive computing time, sometimes can´t extract complex shape contours due to the properties of energy function, and are also heavily dependent on the position and the shape of an initial snake. To solving these problems, we propose in this paper an improved snake called "shaking snake", based on a greedy algorithm. A shaking snake consist of two steps. According to their appropriateness, we in the first step move each points directly to locations where contours are likely to be located. In the second step, we then align some snake points with a tolerable bound in order to prevent local minima. These processes shake the proposed snake. In the experimental results, we show the process of shaking the proposed shake and comparable performance with a greedy snake. The proposed snake can extract complex shape contours very accurately and run fast, approximately by the factor of five times, than a greedy snake.

• 한국산학기술학회논문지
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• 제12권11호
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• pp.5238-5244
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• 2011

최근 무선센서네트워크 분야는 군사, 생체, 건강관련 광범위한 응용분야에서 많은 주목을 받아 왔다. 대부분의 센서네트워크가 높은 보안성을 요구하는 임무의 기능을 수행한다. 외부로부터의 공격에 대한 네트워크 보안, 효율적인 암호화 시스템, 보안 키 관리 및 인증 부분에서 많은 연구가 이루어져 왔지만, 내부 위협으로부터 네트워크를 보호에 관한 연구는 미비하다. 본 논문에서는 센서네트워크에서의 모든 패킷을 관찰하는 탐지노드를 활성화하는 노드 선택방법을 제안하였다. 제안된 방법은 최적화식으로 모델링되었으며, 접근방법의 검정을 위하여 경험적 Greedy 알고리즘 기반의 시뮬레이션 결과를 나타내었다.

• 융합신호처리학회논문지
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• 제13권2호
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• pp.99-105
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• 2012

본 논문은 직교주파수 분할 다중접속 시스템 (Orthogonal Frequency-division Multiple Access: OFDMA)에서 계산 효율적인 동적 부반송파 할당 (Dynamic subcarrier allocation :DSA) 기법을 제안하였다. 제안된 DSA 기법은 계산량을 크게 줄일 수 있을 뿐 아니라 전체 Channel quality information (CQI)를 전송하는 Amplitude Craving Greedy (ACG) 기법에 비해 CQI 정보량도 줄일 수 있다. 하지만 제안된 기법의 성능은 ACG 기법과 거의 유사하게 나타난다. 또한, 신호 대 잡음비에 기반한 대역폭 할당기법 (Bandwidth assignment based on the signal-to-noise ratio: BABS) 개선한 대역폭 할당기법을 제안하였다. 개선된 BABS 기법은 제안된 DSA 기법과 결합되어 기존 기법에 비해 더욱 높은 아웃티지 성능 이득을 나타낸다.

• 대한임베디드공학회논문지
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• 제5권4호
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• pp.243-253
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• 2010

Multihop data delivery in vehicular ad hoc networks (VANETs) suffers from the fact that vehicles are highly mobile and inter-vehicle links are frequently disconnected. In such networks, for efficient multihop routing of road safety information (e.g. road accident and emergency message) to the area of interest, reliable communication and fast delivery with minimum delay are mandatory. In this paper, we propose a multihop vehicle-to-infrastructure routing protocol named Vertex-Based Predictive Greedy Routing (VPGR), which predicts a sequence of valid vertices (or junctions) from a source vehicle to fixed infrastructure (or a roadside unit) in the area of interest and, then, forwards data to the fixed infrastructure through the sequence of vertices in urban environments. The well known predictive directional greedy routing mechanism is used for data forwarding phase in VPGR. The proposed VPGR leverages the geographic position, velocity, direction and acceleration of vehicles for both the calculation of a sequence of valid vertices and the predictive directional greedy routing. Simulation results show significant performance improvement compared to conventional routing protocols in terms of packet delivery ratio, end-to-end delay and routing overhead.

• 한국컴퓨터정보학회논문지
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• 제14권4호
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• pp.59-67
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• 2009

무선 센서 네트워크에서 위치 기반 그리디 포워딩 기법(Geographic greedy forwarding) 은 한 홉 내의 주위 노드들의 위치 정보만 가지고 데이터 전송 경로를 설정하기 때문에 자신보다 목적지에 더 가까운 노드가 존재하지 않는 경우 데이터를 전달할 수 없는 경우가 발생한다. 본 논문에서는 이러한 보이드 문제가 발생한 환경에서 데이터를 효과적으로 전송하기 위해 향상된 위치 기반 라우팅 알고리즘(CGR: Cost based Geographic Routing)을 제안한다. 제안하는 CGR 알고리즘은 그림자 경계 영역을 설정하고 설정된 영역에 존재하는 노드들끼리 비용 함수 연산 알고리즘을 통하여 효과적인 그리디 포워딩이 수행되도록 한다. 시뮬레이션 결과, 제안한 알고리즘이 기존의 알고리즘보다 평균 전체 라우팅 경로길이가 줄어들 뿐만 아니라, 데이터 전달성공 비율이 높고 에너지 절감 효과가 뛰어남을 확인하였다.

• 산업경영시스템학회지
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• 제39권4호
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• pp.81-89
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• 2016

Distributed genetic algorithm (DGA), also known as island model or coarse-grained model, is a kind of parallel genetic algorithm, in which a population is partitioned into several sub-populations and each of them evolves with its own genetic operators to maintain diversity of individuals. It is known that DGA is superior to conventional genetic algorithm with a single population in terms of solution quality and computation time. Several researches have been conducted to evaluate effects of parameters on GAs, but there is no research work yet that deals with structure of DGA. In this study, we tried to evaluate performance of various genetic algorithms (GAs) for the famous symmetric traveling salesman problems. The considered GAs include a conventional serial GA (SGA) with IGX (Improved Greedy Crossover) and several DGAs with various combinations of crossover operators such as OX (Order Crossover), DPX (Distance Preserving Crossover), GX (Greedy Crossover), and IGX. Two distinct immigration policies, conventional noncompetitive policy and newly proposed competitive policy are also considered. To compare performance of GAs clearly, a series of analysis of variance (ANOVA) is conducted for several scenarios. The experimental results and ANOVAs show that DGAs outperform SGA in terms of computation time, while the solution quality is statistically the same. The most effective crossover operators are revealed as IGX and DPX, especially IGX is outstanding to improve solution quality regardless of type of GAs. In the perspective of immigration policy, the proposed competitive policy is slightly superior to the conventional policy when the problem size is large.

• 한국산학기술학회논문지
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• 제16권1호
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• pp.703-712
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• 2015

본 논문에서는 도심 교차로에서 차량들의 빈번한 방향전환으로 인해 발생하는 네트워크 단절과 패킷 전송 지연 문제를 해결할 수 있는 UIGRP을 제안한다. UIGRP는 첫째, 차량의 이동방향과 목적지의 위치를 이용해 Direction을 산출하고, 둘째, RSU가 도심 교차로의 밀집도를 측정하도록 설계한다. 그리고 셋째, 목적지 노드가 위치한 방향으로 이동하는 차량이면서 밀집도가 가장 높은 곳에 위치하는 노드를 중간 노드로 선정하여 데이터 전송 경로를 선정하는 TGF알고리즘을 설계한다. TGF 알고리즘은 이동방향과 밀집도를 이용해 기존의 Greedy Forwarding 알고리즘이 갖는 local maximum 문제들의 발생을 최소화시키거나 제거한다. 시뮬레이션 결과, UIGRP는 기존의 GPSR과 GPUR보다 local maximum 문제 발생 횟수를 평균 3회, 1회 감소하고, 패킷전송시간도 평균 6.12(ms), 2.04(ms) 단축시켰으며, 패킷전송성공률은 15%, 3% 증가하였다.

• 산업경영시스템학회지
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• 제40권4호
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• pp.137-146
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• 2017

For the competitive business environment under purchase dependence, this paper proposes a new approximate calculation of order fill rate which is a probability of satisfying a customer order immediately using the existing inventory. Purchase dependence is different to demand dependence. Purchase dependence treats the purchase behavior of customers, while demand dependence considers demand correlation between items, between regions, or over time. Purchase dependence can be observed in such areas as marketing, manufacturing systems, and distribution systems. Traditional computational methods have a difficulty of the curse of dimensionality for the large cases, when deriving the stationary joint distribution which is utilized to calculate the order fill rate. In order to escape the curse of dimensionality and protect the solution from diverging for the large cases, we develop a greedy iterative search algorithm based on the Gauss-Seidel method. We show that the greedy iterative search algorithm is a dependable algorithm to derive the stationary joint distribution of on-hand inventories in the retailer system by conducting a comparison analysis of a greedy iterative search algorithm with the simulation. In addition, we present some managerial insights such as : (1) The upper bound of order fill rate can be calculated by the one-item pure system, while the lower bound can be provided by the pure system that consists of all items; (2) As the degree of purchase dependence declines while other conditions remain same, it is observed that the difference between the lower and upper bounds reduces, the order fill rate increases, and the order fill rate gets closer to the upper bound.

• 한국정보통신학회논문지
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• 제18권9호
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• pp.2087-2093
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• 2014

본 논문에서는 압축적으로 센싱된 희소 신호를 복원하기 위한 유전 알고리듬(GA)에 기반한 직교 정합 추구 방법(GAOMP)을 제안한다. 최근에 제안된 SP, CoSaMP, gOMP 등은 매 반복 단계에서 부적절한 atom을 제거하여 희소 신호의 복원 성능을 개선하였다. 그러나 support set이 국소 최저에 빠져 신호 복원에 실패하는 경우가 발생한다. 제안된 GAOMP는 유전 알고리듬의 중요 연산자인 변이를 통해 support set이 국소 최저를 벗어날 수 있도록 도와주어 희소 신호의 복원 성능을 향상시킨다. 모의 실험을 통해 GAOMP가 여러 OMP 기반 알고리듬과 $l_1$ 최적화보다 우수한 신호 복원 성능을 보임을 알 수 있다.