• Title/Summary/Keyword: 다중목적함수

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Optimal Design of Piezoelectric transformer for High Efficiency and High Power density (고효율 고전력 밀도 압전 변압기의 최적 설계)

  • Seo, Jung-Moo;Joo, Hyun-Woo;Jung, Hyun-Kyo
    • Proceedings of the KIEE Conference
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    • 2004.04a
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    • pp.46-48
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    • 2004
  • 본 논문에서는 유한 요소법과 등가회로법을 이용하여 윤곽 진동형 압전 변압기의 특성을 해석하였으며 이를 통해 얻어진 결과를 기반으로 매칭 임피던스와 전기 및 기계적 결합 계수를 계산하였다. 전력 소자로서 사용되는 압전 변압기는 부하 등 특정 목적에 부합하는 정확한 설계가 필요하기 때문에 다중 목적 함수를 갖는 진화 전략을 이용하여 형상 최적화를 수행하였다.

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Development of a Bi-objective Cycle-free Signal Timing Model Using Genetic Algorithm (유전자 알고리즘을 이용한 이중목적 주기변동 신호시간 결정 모형 개발)

  • 최완석;이영인
    • Journal of Korean Society of Transportation
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    • v.20 no.5
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    • pp.81-98
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    • 2002
  • This paper documents the development of a bi-objective(minimizing delays and Queue lengths) cycle-free signal timing length model using Genetic Algorithm. The model was embodied using MATLAB. the language of technical computing. A special feature of this model is its ability to concurrently manage delays and queue lengths of turning movement concurrently. The model produces a cycle-free signal timing(cycles and green times) for each intersection on the cycle basis. Appropriate offsets could be also accomplished by applying cycle-free based signal timings for respective intersections. The model was applied to an example network which consists of four intersections. The result shows that the model produces superior signal timings to the existing signal timing model in terms of managing delays and queue lengths of turning movements.

The thread scheduling method based on the priority of threads on the multithread models (다중 스레드 모델에서 스레드 우선 순위에 따른 스레드 스케쥴링 기법)

  • 이정호;고훈준;양창모;유원희
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10c
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    • pp.659-661
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    • 2000
  • 폰 노이만 모델의 지역성과 데이터플로우 모델의 병렬성을 결합하여 등장한 모델이 다중 스레드 모델이다. 다중스레드 모델의 목적은 통신시간과 계산 시간을 겹침으로써 프로세서의 활용도를 높이고자 하는 것이다. 기존의 대부분의 다중 스레드 모델의 스레드 스케쥴링 기법은 FIFO 혹은 FILO 방식을 사용하고 있다. 본 논문에서는 프로세서의 활용도를 높이고 프로세서의 휴지 시간을 줄이기 위해서 원격 함수 호출 혹은 원격 메모리 참조 기능의 스레드(이후로는 원격 스레드라 부름)와 계산 기능의 스레드가 동시에 활성화되었을 때 원격 스레드들을 먼저 수행하는 것이 프로세서의 지연 시간을 줄이고 병렬성을 높이는 데 효과적임을 제안한다. 이것을 구현하기 위해서 프레임 내부의 지속 벡터(CV)를 CCV(call continuation vector)와 LCV(local continuation vector) 둘로 구분하였다. 스레드가 활성화될 때 CCV에는 원격 스레드들을, LCV에는 계산 스레드들을 저장한 후, CCV에 저장된 스레드들을 먼저 수행하고 LCV를 나중에 수행한다.

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A two-sample test with interval censored competing risk data using multiple imputation (다중대체방법을 이용한 구간 중도 경쟁 위험 모형에서의 이표본 검정)

  • Kim, Yuwon;Kim, Yang-Jin
    • The Korean Journal of Applied Statistics
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    • v.30 no.2
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    • pp.233-241
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    • 2017
  • Interval censored data frequently occur in observation studies where the subject is followed periodically. In this paper, our interest is to suggest a test statistic to compare the CIF of two groups with interval censored failure time data in the presence of competing risks. Gray (1988) suggested a test statistic for right censored data that motivated a well-known Fine and Gray's subdistribution hazard model. A multiple imputation technique is adopted to adopt Gray's test statistic to interval censored data. The powers and sizes of the suggested method are investigated through diverse simulation schemes. The main merit of the suggested method is its simplicity to implement with existing software for right censored data. The method is illustrated by analyzing Bangkok's HIV cohort dataset.

Network Optimization in the Inhomogeneous Distribution Using Genetic Algorithm Traffic (유전자 알고리즘을 이용한 비균일 트래픽 환경에서의 셀 최적화 알고리즘)

  • 박병성;한진규;최용석;조민경;박한규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.2B
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    • pp.137-144
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    • 2002
  • In this paper, we optimize the base station placement and transmission power using genetic approach. A new representation describing base station placement and transmit power with real number is proposed, and new genetic operators are introduced. This new representation can describe the locations, powers, and number of base stations, Considering coverage, power and economy efficiency, we also suggest a weighted objective function. Our algorithm is applied to an obvious optimization problem, and then it is verified. Moreover, our approach is tried in inhomogeneous traffic distribution. Simulation result proves that the algorithm enables to fad near optimal solution according to the weighted objective function.

Route Optimization for Emergency Evacuation and Response in Disaster Area (재난지역에서의 대피·대응 동시수행을 위한 다중목적 긴급대피경로 최적화)

  • Kang, Changmo;Lee, Jongdal;Song, Jaejin;Jung, Kwangsu
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.34 no.2
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    • pp.617-626
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    • 2014
  • Lately, losses and damage from natural disasters have been increasing. Researchers across various fields in Korea are trying to come up with a response plan, but research for evacuation plans is still far from satisfactory. Hence this paper proposes a model that could find an optimized evacuation route for when disasters occur over wide areas. Development of the model used methods including the Dijkstra shortest path algorithm, feasible path method, genetic algorithm, and pareto efficiency. Computations used parallel computing (SPMD) for high performance. In addition, the developed model is applied to a virtual network to check the validity. Finally the adaptability of the model is verified on a real network by computating for Gumi 1stNational Industrial Complex. Computation results proved that this model is valid and applicable by comparison of the fitness values for before optimization and after optimization. This research can contribute to routing for responder vehicles as well as planning for evacuation by objective when disasters occur.

Back Analysis Method for Material Properties of Multi-layers Ground Considering Multiple Unknown Variables (다중 미지변수를 고려한 다층지반 역해석)

  • Kim, Se-Jin;Kim, Moon-Kyum;Won, Jong-Hwa;Kim, Jung-Soo
    • Journal of the Korean Geotechnical Society
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    • v.25 no.9
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    • pp.93-100
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    • 2009
  • A core procedure of the direct search method used in this study is optimizing a difference between objective function and real displacement and correcting unknown variables. Because the research procedure comes from back-analyzing of the unknown variable of each layer, back-analyzing results need an additional optimization to minimize interferential effects of unknown variables. Therefore, the direct search method Is used to obtain optimized solutions without a partial differentiation of an objective function. The object of this research is developing the back analysis technique for multi-unknown variables by modeling the soil including underground structure Into upper and lower layer. In order to minimize interferent errors, repeated back analysis is performed and applicability on the real tunnel is examined. Consequently, the multi-layer analysis model is more precise in describing the real behavior of underground structure. It shows the validity of back analysis far multi-layer model which is the understructure placed on multi-layer boundaries.

Utility Function-Based Scheduling in a Multi-Ship Network with Coordinated Multi-Point Transmission (협력적 다중 선박 네트워크에서 유틸리티 함수 기반의 스케줄링 기법)

  • Kim, Yunsung;Lee, Seong Ro;So, Jaewoo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.7
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    • pp.538-545
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    • 2014
  • This paper proposes a coordinated multi-point (CoMP) based dynamic transmission scheme in a downlink multi-ship network, where a central ship selects a ship in order to maximize the utility function. The proposed scheduling scheme dynamically decides to the usage of the coordinated multi transmissions and selects a user to be served for every frame, in order to the utility function on the basis of the throughput and fairness. In particular, the proposed utilify function based scheduling scheme aims to increase the quality of service of ships at the edge of cells. Under the proportional fair scheduling, the simulation results show that the proposed utility function-based scheduling improves the throughput of the ships at the cell edge with the little sacrifice of the system capacity.

An Efficient Task Assignment Algorithm for Heterogeneous Multi-Computers (이종의 다중컴퓨터에서 태스크 할당을 위한 효율적인 알고리즘)

  • Seo, Kyung-Ryong;Yeo, Jeong-Mo
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.5
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    • pp.1151-1161
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    • 1998
  • In this paper, we are considering a heterogeneous processor system in which each processor may have different performance and reliability characteristics. In other to fully utilize this diversity of processing power it is advantageous to assign the program modules of a distributed program to the processors in such a way that the execution time of the entire program is minimized. This assignment of tasks to processors to maximize performance is commonly called load balancing, since the overloaded processors can perform their own processing with the performance degradation. For the task assignment problem, we propose a new objective function which formulates this imbalancing cost. Thus the task assignment problem is to be carried out so that each module is assigned to a processor whose capabilities are most appropriate for the module, and the total cost is minimized that sum of inter-processor communication cost and execution cost and imbalance cost of the assignment. To find optimal assignment is known to be NP-hard, and thus we proposed an efficient heuristic algorithm with time complexity $O(n^2m)$ in case of m task modules and n processors.

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Desing of Fault Detection and Diagnosis systems using function observers (함수관측자 기반 고장검출진단시스템의 설계 및 응용)

  • Lee, Sang-Moon;Lee, Kee-Sang;Park, Tae-Geon
    • Proceedings of the KIEE Conference
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    • 2005.07d
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    • pp.2756-2758
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    • 2005
  • 본 논문에서는 제어시스템의 신뢰성 향상을 위한 고장허용제어계를 실현하기 위하여, 함수관측자를 도입한 장치고장검출(IFD)기법 및 고장보상알고리즘을 제안하고, 이를 전형적인 불안정 비선형시스템인 역진자제어계에 적용하였다. 제안된 IFDS는 기존의 다중관측자기법과 동일한 구조를 가지지만 최저차 설계가 가능한 미지입력 함수관측자를 채택함으로서 알고리즘의 단순화를 가하였을 뿐 아니라 고장량의 추정 등 다양한 설계목적을 고려하여 설계될 수 있다는 특징을 가진다. 제안된 고장 검출식별 기법의 제안된 역진자제어계를 위한 제어기, 고장검출식별 및 보상알고리즘을 모두 포함한 상태에서 고장허용제어의 가능성을 검증하였다.

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