• 제목/요약/키워드: Constraint Loss

검색결과 114건 처리시간 0.025초

Variance Reduction via Adaptive Control Variates (ACV) (Variance Reductin via Adaptive Control Variates(ACV))

  • Lee, Jae-Yeong
    • 한국시뮬레이션학회논문지
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    • 제5권1호
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    • pp.91-106
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    • 1996
  • Control Variate (CV) is very useful technique for variance reduction in a wide class of queueing network simulations. However, the loss in variance reduction caused by the estimation of the optimum control coefficients is an increasing function of the number of control variables. Therefore, in some situations, it is required to select an optimal set of control variables to maximize the variance reduction . In this paper, we develop the Adaptive Control Variates (ACV) method which selects an optimal set of control variates during the simulation adatively. ACV is useful to maximize the simulation efficiency when we need iterated simulations to find an optimal solution. One such an example is the Simulated Annealing (SA) because, in SA algorithm, we have to repeat in calculating the objective function values at each temperature, The ACV can also be applied to the queueing network optimization problems to find an optimal input parameters (such as service rates) to maximize the throughput rate with a certain cost constraint.

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균열선단 부근의 측면함몰로부터 응력삼축성의 결정 방법 (Methods to Evaluate Stress Triaxiality from the Side Necking Near the Crack Tip)

  • 김동학;강기주
    • 대한기계학회논문집A
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    • 제28권7호
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    • pp.1021-1028
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    • 2004
  • Kim et al. suggested an experimental method to determine the Q parameter in situ from the out-of-plane displacement and the in-plane strains on the surface of side necking near the crack tip. In this paper, the procedure to evaluate the stress triaxiality near a crack tip such as the Q parameter is to be polished in the details for simplicity and accuracy. That is, Q and hydrostatic stress are determined only from the out-of-plane displacement, but not using in-plane strain, which is hard to measure. And also, the plastic modulus is determined by an alternative way. Through three-dimensional finite element analyses for a standard CT specimen with 20% side-grooves, the validities of the new procedures are examined in comparison to the old ones. The effect of location where the displacements are measured to determine the stress triaxiality is explored.

Efficient Meshfree Analysis Using Stabilized Conforming Nodal Integration for Metal Forming Simulation

  • Han, Kyu-Taek
    • Journal of Advanced Marine Engineering and Technology
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    • 제34권7호
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    • pp.943-950
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    • 2010
  • An efficient meshfree method based on a stabilized conforming nodal integration method is developed for elastoplastic contact analysis of metal forming processes. In this approach, strain smoothing stabilization is introduced to eliminate spatial instability in Galerkin meshfree methods when the weak form is integrated by a nodal integration. The gradient matrix associated with strain smoothing satisfies the integration constraint for linear exactness in the Galerkin approximation. Strain smoothing formulation and numerical procedures for path-dependent problems are introduced. Applications of metal forming analysis are presented, from which the computational efficiency has been improved significantly without loss of accuracy.

영구자석 여자 횡축형 선형전동기의 추력맥동 저감 제어기법 (Control Method for Minimizing Thrust Ripple of PM Excited Transverse Flux Linear Motor)

  • 안종보;강도현;김지원;정수진;임태윤;박준호
    • 대한전기학회논문지:전기기기및에너지변환시스템부문B
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    • 제53권1호
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    • pp.16-23
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    • 2004
  • Permanent magnet-excited transverse flux linear motor(TFLM) is known to have more excellent ratio of force to weight than any other linear motors. But, thrust generated by phase current is non-linear with regard to current and relative position like switched reluctance motor. This makes current and speed controller design difficult. This paper presents a method on minimization of thrust ripple of permanent magnet-excited transverse flux linear motor. Using genetic algorithm(GA), optimal current waveform can be found under the constraint conditions such as current limit, minimum of ohmic loss and limited rate of change of current etc. The effectiveness is verified through computer simulation and experimental test results.

인력비행기 개발을 위한 설계 및 제작 고려 요소 (The Design and Construction Consideration for Developing the Human Powered Aircraft)

  • 이기영;최성옥
    • 한국항공운항학회지
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    • 제17권1호
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    • pp.29-38
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    • 2009
  • This paper surveys the historical perspective and design considerations for developing the human powered aircraft(HPA). Especially the weight and materials, aerodynamics, flight controls, and power trains are focused. The average power a human can produce and sustain is approximately 200${\sim}$250 W which is a critical design constraint of HPA. The survey shows that the empty weight of HPA was in the 30${\sim}$40 kg range(90${\sim}$110 kg include pilot). Thus, in order to design a successful HPA, the value of power to weight ratio should be 2.0 W/kg or above. The HPA design technique could be applied directly to the development of an unmanned high altitude airplanes used for atmospheric research, where light structures, low Reynolds number aerodynamics and high efficiency propeller design are required as well.

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아아크 용접시 입열 조건의 최적화에 관한 연구 (Optimization of the Heat Input Condition on Arc Welding)

  • 박일철;박경진;엄기원
    • Journal of Welding and Joining
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    • 제10권2호
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    • pp.32-42
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    • 1992
  • A method of optimization of process parameters in Arc Welding has been discussed in this paper. The method of investigation is based on the numerical calculation of weld bead by a finite element method and non-linear optimization technique is applied to estimated the optimization process parameters from the numerical calculation. The common package program(ANSYS 4.4A) was used to obtain the process parameters for a thin plate arc welding (TIG, CO$_{2}$). The results on some test are satisfactory and the used method of this paper is a useful guide to the optimum welding condition.

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High Frequency Enhancement of Sound Using Wavelet Transform

  • Yoon Won-Jung;Lee Kang-Kyu;Park Kyu-Sik
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 ICEIC The International Conference on Electronics Informations and Communications
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    • pp.233-236
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    • 2004
  • This paper proposes new method for the enhancement of nonexistent high frequency spectral contents from low sample rate audio signal. For example, Due to the protocol constraint, the audio bandwidth of MP3 is restricted to 16Khz. Although band-restricted MP3 audio provide savings of storage space and network bandwidth, it suffers a major problem of a loss in high frequency fidelity such as localization, ambient information, and bright nature of audio. This paper provides a new mathematical analysis for the adaptive estimation of the high frequency contents based on the nature of the input low sample rate audio. Proposed method can be worked globally to any kind of audio such as speech and music that are restricted by sampling rate and bandwidth.

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The Energy Efficiency of Improved Routing Technique Based on The LEACH

  • Gauta, Ganesh;Cho, Seongsoo;Jung, Kyedong;Lee, Jong-Yong
    • International Journal of Internet, Broadcasting and Communication
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    • 제7권1호
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    • pp.49-56
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    • 2015
  • As WSN is energy constraint so energy efficiency of nodes is important. Because avoiding long distance communication, clustering operating in rounds is an efficient algorithm for prolonging the lifetime of WSN and its performance depends on duration of a round. A short round time leads to frequent re-clustering while a long round time increases energy consume of cluster heads more. So existing clustering schemes determine proper round time, based on the parameters of initial WSN. But it is not appropriate to apply the round time according to initial value throughout the whole network time because WSN is very dynamic networks nodes can be added or vanished. In this paper we propose a new algorithm which calculates the round time relying on the alive node number to adapt the dynamic WSN. Simulation results validate the proposed algorithm has better performance in terms of energy consumption of nodes and loss rate of data.

불안정 모바일 네트워크 환경에서 공유 데이터 의미 동기화 기법 (Semantic Synchronization of Shared Data for Unstable Mobile Environment)

  • 홍동권
    • 한국지능시스템학회논문지
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    • 제25권6호
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    • pp.551-557
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    • 2015
  • 공유 데이터의 동기화 방법은 데이터와 응용의 특성에 따라 적절한 방법이 필요하다. 본 논문에서는 비트랜잭션 데이터(nontransactional data)에 대한 비연결 모드 동기화 기법으로 의미 동기화 기법(semantic Approach 줄여서 semanticAppr)을 제안하고, 의미 동기화 기법이 다중 사용자간의 상호 협업 과정에서 비트랜잭션 데이터의 데이터 무결성을 위한 직렬화를 완화하여 각 사용자의 작업 손실이 줄어들게 함을 보인다. 또 클라이언트에서 서버로 문서 전체를 전송하는 것이 아니라 문서에 대한 연산을 로그 생성하여 전송함으로써 데이터 전송 양을 급격히 줄인다.

지식베이스를 이용한 배전계통의 최적재구성 (The Optimal Distribution Feeder Reconfiguration Using Knowledge Base)

  • 조시형;최병윤;김세호;이재관
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1993년도 하계학술대회 논문집 A
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    • pp.99-101
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    • 1993
  • This paper presents an approach to feeder reconfiguration in order to achieve an efficient operation of distribution systems utilizing knowledge base. The optimal feeder reconfiguration in this study eliminates various abnormal states which will create feeder overloads and feeder constraint problems. and will also accomplish minimum power loss of the distribution systems under normal operating condition by means of branch exchanges to change the status of sectionalizing switches with experiences of the experts. For an effective implementation of feeder reconfiguration, a best-first tree searching strategy based on heuristics is employed to evaluate the various alternatives of load transfer. The heuristic exchange of branches results in reduction of the search space as a means of implementing the best-first searching strategy.

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