• Title/Summary/Keyword: Hybrid methods

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다단계 혼성근사화에 의한 부구조화 기반 구조 재해석 (Substructuring-based Structural Reanalysis by Multilevel Hybrid Approximation)

  • 황진하;김경일;이학술
    • 한국전산구조공학회논문집
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    • 제12권3호
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    • pp.397-406
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    • 1999
  • 본 연구는 부구조화에 기초한 다단계 혼성 구조 재해석방법을 제시한다. 부구조화의 틀에 보존근사화의 각 항을 차원축소법의 기저로 한 보존 전역-부분근사화에 의하여 변위 산정의 정확성과 효율성을 확보하고, 이를 바탕으로 이미 구성된 응력-변위 관계식을 병용하는 혼성방식을 통하여 전체 설계의 중간 단계에서 반복되는 재해석 과정의 신뢰성을 높인다. 전체적으로 선형근사화와 상반근사화를 교차적용하는 1단계 보존근사화로부터 전역 근사화와 결합하여 구하는 변위산정과 그에 종속되는 행렬연산으로 산출하는 응력계산의 3단계로 이루어지는 본 방법은 대형 구조계를 대상으로 하여, 해석의 기본 틀로 부구조화 방법을 택하였으며, 몇 개의 예제들을 통하여 타당성 및 유용성을 검증하였다.

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A new hybrid optimization algorithm based on path projection

  • Gharebaghi, Saeed Asil;Ardalan Asl, Mohammad
    • Structural Engineering and Mechanics
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    • 제65권6호
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    • pp.707-719
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    • 2018
  • In this article, a new method is introduced to improve the local search capability of meta-heuristic algorithms using the projection of the path on the border of constraints. In a mathematical point of view, the Gradient Projection Method is applied through a new approach, while the imposed limitations are removed. Accordingly, the gradient vector is replaced with a new meta-heuristic based vector. Besides, the active constraint identification algorithm, and the projection method are changed into less complex approaches. As a result, if a constraint is violated by an agent, a new path will be suggested to correct the direction of the agent's movement. The presented procedure includes three main steps: (1) the identification of the active constraint, (2) the neighboring point determination, and (3) the new direction and step length. Moreover, this method can be applied to some meta-heuristic algorithms. It increases the chance of convergence in the final phase of the search process, especially when the number of the violations of the constraints increases. The method is applied jointly with the authors' newly developed meta-heuristic algorithm, entitled Star Graph. The capability of the resulted hybrid method is examined using the optimal design of truss and frame structures. Eventually, the comparison of the results with other meta-heuristics of the literature shows that the hybrid method is successful in the global as well as local search.

가우시안 잡음과 계산량을 고려한 하이브리드 센서스 변환 (Hybrid census transform considering gaussian noise and computational complexity)

  • 정성환;강성진
    • 한국산학기술학회논문지
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    • 제14권8호
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    • pp.3983-3991
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    • 2013
  • 스테레오 매칭 중 센서스 변환은 방사 왜곡과 밝기 변화에 강한 특징이 있다. 본 논문은 미니 센서스 변환과 일반화된 센서스 변환을 동시에 이용한 하이브리드 센서스 변환을 제안하였다. 제안한 하이브리드 센서스 변환 방법은 미니 센서스 변환의 적은 계산량과 일반화된 센서스 변환의 잡음에 강인한 특성을 반영하여 설계되었다. 성능을 평가하기 위하여 후처리 과정까지 포함하여 스테레오 매칭을 수행하였다. 그 결과 하이브리드 센서스 변환은 일반화된 센서스 변환과 성능이 비슷하였고, 계산량은 미니 센서스 변환과 일반화된 센서스의 중간값을 갖는다.

고객만족도의 HYBRID 중요도 산출방법 (Hybrid Computing Method for Customer Satisfaction Index)

  • 조용준;김영화
    • 응용통계연구
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    • 제19권1호
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    • pp.43-55
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    • 2006
  • 최근 들어 고객만족(CS)은 기업경영의 가장 중요한 개념으로 인식되고 있고 대부분의 기업에서 이를 측정하고 평가하여 고객만족수준의 향상을 위한 개선활동을 수행하고 있다. 따라서 정확한 고객만족수준의 측정은 기업이 고객만족경영을 추진함에 있어서 가장 중요한 것 이 라 할 수 있다. 그러나 고객 만족수준을 측정할 때, 고객 만족 요소에 대한 중요도(가중치) 산출방법에 따라 고객 만족도(CSI)가 변하게 되어 경영전략도 크게 변하게 된다. 본 연구는 고객만족도 측정에 대한 여러 가지 가중치 산출방법에 대하여 살펴보고, 통계적 중요도 산출방법에 따른 각각의 결과를 실제 사례를 통해 비교 분석하여 장단점을 제시하고자 한다. 또한 각 방법의 장단점을 바탕으로 hybrid가중치 적용방법을 제안한다.

A Hybrid PAPR Reduction Scheme for Optical Wireless OFDM Communication Systems

  • Abdulkafi, Ayad Atiyah;Alias, Mohamad Yusoff;Hussein, Yaseein Soubhi;Omar, Nazaruddin;Salleh, Mohd Kamarulzamin Bin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권3호
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    • pp.1136-1151
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    • 2018
  • This paper proposes a new hybrid scheme to decrease the high peak to average power ratio (PAPR) of optical orthogonal frequency division multiplexing (OFDM) signals in visible light communication (VLC) systems. The PAPR causes nonlinear signal distortions and high power requirements for the VLC transmitter (light emitting diode, LED). The proposed method is applicable for both direct current-biased optical OFDM (DCO-OFDM) and asymmetrically clipped optical OFDM (ACO-OFDM). In the proposed scheme, the PTS method is firstly modified to fit both optical OFDM approaches transmission and then combined with signal clipping method for further PAPR reduction and bit error rate (BER) improvement of the VLC system. The performance of hybrid scheme has been evaluated and compared with the original OFDM based VLC system, conventional PTS and clipping methods. The results show that the hybrid scheme outperforms other methods in terms of both the PAPR reduction and BER performance.

하이브리드 알고리즘을 응용하여 안전도제약을 만족시키는 최적전력조류 (Security Constrained Optimal Power Flow by Hybrid Algorithms)

  • 김규호;이상봉;이재규;유석구
    • 대한전기학회논문지:전력기술부문A
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    • 제49권6호
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    • pp.305-311
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    • 2000
  • This paper presents a hybrid algorithm for solving optimal power flow(OPF) in order to enhance a systems capability to cope with outages, which is based on combined application of evolutionary computation and local search method. The efficient algorithm combining main advantages of two methods is as follows : Firstly, evolutionary computation is used to perform global exploitation among a population. This gives a good initial point of conventional method. Then, local methods are used to perform local exploitation. The hybrid approach often outperforms either method operating alone and reduces the total computation time. The objective function of the security constrained OPF is the minimization of generation fuel costs and real power losses. The resulting optimal operating point has to be feasible after outages such as any single line outage(respect of voltage magnitude, reactive power generation and power flow limits). In OPF considering security, the outages are selected by contingency ranking method(contingency screening model). The OPF considering security, the outages are selected by contingency ranking method(contingency screening model). The method proposed is applied to IEEE 30 buses system to show its effectiveness.

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자율로봇을 위한 reactive/deliberative hybrid 제어 구조 개발을 위한 3차원 시뮬레이터 (3-D simulator for development of reactive/deliberative hybrid autonomous robot architecture)

  • 윤도영;김영철;오상록;박귀태;조웅렬;서일홍;김광배
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 D
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    • pp.2880-2882
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    • 2000
  • In the case of designing autonomous robot architecture using deliberative and reactive control methods, we can use mixed hybrid form as well as purely reactive scheme or purely deliberative scheme respectively according to its own goal and environment within the robot operates, It needs time and endeavors to design robot control architecture in either case above. In our research, we implemented a 3-dimensional robot simulator in order to help designing reactive/deliberative autonomous robot control architecture by offering methods which is capable of selecting design parameters and confirming its performances. It can be used, of course, to design purely reactive or purely deliberative architecture. The architecture and performance of simulator is shown and a sample hybrid robot architecture designed with the simulator is introduced in this article.

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향상된 고조파 검출 능력을 갖는 계통연계 인버터의 하이브리드 단독운전 방지기법 (A Hybrid Anti-islanding Detection Scheme for Utility Interactive Inverter with Enhanced Harmonic Extraction Capability)

  • 강성욱;김경화
    • 전력전자학회논문지
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    • 제19권4호
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    • pp.312-319
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    • 2014
  • When distributed generation such as a wind power system is connected to the grid, it should meet grid requirements like IEEE Std. 1547, which regulates the anti-islanding method. Since the islanding may cause damage on electrical equipments or safety hazards for utility line worker, a distributed generation should detect it as soon as possible. This paper proposes a hybrid anti-islanding method coupled with the active and passive detection methods. To enhance the harmonic extraction capability for an active harmonic injection method, cascaded second-order band-pass filter and signal processing scheme are employed. Simulation and experiments are carried out under the islanding test condition specified in IEEE Std. 1547. Passive over/under voltage and over/under frequency methods are combined with the active method to improve the detection speed under certain condition. The simulation and experimental results are presented to verify that the proposed hybrid anti-islanding method can effectively detect the islanding.

A Universal Analysis Pipeline for Hybrid Capture-Based Targeted Sequencing Data with Unique Molecular Indexes

  • Kim, Min-Jung;Kim, Si-Cho;Kim, Young-Joon
    • Genomics & Informatics
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    • 제16권4호
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    • pp.29.1-29.5
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    • 2018
  • Hybrid capture-based targeted sequencing is being used increasingly for genomic variant profiling in tumor patients. Unique molecular index (UMI) technology has recently been developed and helps to increase the accuracy of variant calling by minimizing polymerase chain reaction biases and sequencing errors. However, UMI-adopted targeted sequencing data analysis is slightly different from the methods for other types of omics data, and its pipeline for variant calling is still being optimized in various study groups for their own purposes. Due to this provincial usage of tools, our group built an analysis pipeline for global application to many studies of targeted sequencing generated with different methods. First, we generated hybrid capture-based data using genomic DNA extracted from tumor tissues of colorectal cancer patients. Sequencing libraries were prepared and pooled together, and an 8-plexed capture library was processed to the enrichment step before 150-bp paired-end sequencing with Illumina HiSeq series. For the analysis, we evaluated several published tools. We focused mainly on the compatibility of the input and output of each tool. Finally, our laboratory built an analysis pipeline specialized for UMI-adopted data. Through this pipeline, we were able to estimate even on-target rates and filtered consensus reads for more accurate variant calling. These results suggest the potential of our analysis pipeline in the precise examination of the quality and efficiency of conducted experiments.

Numerical assessment of step-by-step integration methods in the paradigm of real-time hybrid testing

  • Verma, Mohit;Rajasankar, J.;Iyer, Nagesh R.
    • Earthquakes and Structures
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    • 제8권6호
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    • pp.1325-1348
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    • 2015
  • Real-time hybrid testing (RTHT) involves virtual splitting of the structure into two parts: physical substructure that contains the key region of interest which is tested in a laboratory and numerical substructure that contains the remaining part of the structure in the form of a numerical model. This paper numerically assesses four step-by-step integration methods (Central difference method (CDM), Operator splitting method (OSM), Rosenbrock based method (RBM) and CR-integration method (CR)) which are widely used in RTHT. The methods have been assessed in terms of stability and accuracy for various realistic damping ratios of the physical substructure. The stability is assessed in terms of the spectral radii of the amplification matrix while the accuracy in terms of numerical damping and period distortion. In order to evaluate the performance of the methods, five carefully chosen examples have been studied - undamped SDOF, damped SDOF, instantaneous softening, instantaneous hardening and hysteretic system. The performance of the methods is measured in terms of a non-dimensional error index for displacement and velocity. Based on the error indices, it is observed that OSM and RBM are robust and performs fairly well in all the cases. CDM performed well for undamped SDOF system. CR method can be used for the system showing softening behaviour. The error indices indicate that accuracy of OSM is more than other method in case of hysteretic system. The accuracy of the results obtained through time integration methods for different damping ratios of the physical substructure is addressed in the present study. In the presence of a number of integration methods, it is preferable to have criteria for the selection of the time integration scheme. As such criteria are not available presently, this paper attempts to fill this gap by numerically assessing the four commonly used step-by-step methods.