• 제목/요약/키워드: objective cost function

검색결과 465건 처리시간 0.033초

Genetic Algorithm을 활용한 Heat Sink 최적 설계

  • 김원곤
    • 한국CDE학회지
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    • 제21권2호
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    • pp.39-49
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    • 2015
  • This paper presents the single objective design optimization of plate-fin heat sink equipped with fan cooling system using Genetic Algorithm. The proper heat sink and fan model are selected based on the previous studies. And the thermal resistance of heat sinks and fan efficiency during operation are calculated according to specific design parameters. The objective function is combination of thermal resistance and fan efficiency which have been taken to measure the performance of the heat sink. And Decision making procedure is suggested considering life time of semiconductor and Fan Operating cost. And also Analytical Model used for optimization is validated by Fluent, Ansys 13.0 and this model give a quite reasonable and reliable design.

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Routing Decision with Link-weight Calculating Function in WDM Switching Networks

  • Charoenphetkul, Pongnatee;Thipchaksurat, Sakchai;Varakulsiripunth, Ruttikorn
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1346-1349
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    • 2004
  • In this paper, we have proposed the new link-weight calculating function using for routing decision in WDM networks. The proposed link-weight calculating functions includes following factors those are available wavelengths per link, distance loss, total wavelengths, and limited wavelength conversion. The calculated link-weight is applied into the algorithm of routing decision in order to determine the available lightpath that qualifies user requests. The objective is to improve the performance of wavelengths assignment with fast determining the suitable lightpath by using the proposed link-weights calculating function. The analytical model of WDM switching networks is introduced for numerical analysis. The link-weight calculating function is performed. Finally, the performance of proposed algorithm is displayed with numerical results in term of the blocking probability, the probability that connection requests from users are rejected due to there are no available lightpath to be assigned for them. It is also shown that the blocking probability is varied in depending on the number of available wavelengths and the degree of wavelength conversion. The numerical results also show that the proposed link-weight calculating function is more cost-effective choice for the routing decision in WDM switching networks.

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The Effect of Membership Concentration in FVQ/HMM for Speaker-Independent Speech Recognition

  • Lee, Chang-Young;Nam, Ho-Soo;Jung, Hyun-Seok;Lee, Chai-Bong
    • 음성과학
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    • 제12권4호
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    • pp.7-16
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    • 2005
  • We investigate the effect of membership concentration on the performance of the speaker-independent recognition system by FVQ/HMM. For the membership function, we adopt the result obtained from the objective function approach by Bezdek. Membership concentration is done by varying the exponent in the membership function. The number of selected clusters is constrained to two for the sake of cheap computational cost. Experimental results showed that the recognition rate has its maximum value when the membership function was taken to be inversely proportional to the distance of the input vector from the cluster centroid. When the membership concentration was two weak or too strong, the performance was found to be relatively poor as expected. Except these extreme cases, the membership concentration was not shown to affect the recognition rate significantly. This is in accordance with the general observation that the fuzzy system is not much sensitive. to the detailed shape of the membership function as long as it is overlapped over multiple classes.

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비계획구매를 고려한 제조업체와 유통업체의 판매촉진 비용 분담 (Cooperative Sales Promotion in Manufacturer-Retailer Channel under Unplanned Buying Potential)

  • 김현식
    • 한국유통학회지:유통연구
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    • 제17권4호
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    • pp.29-53
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    • 2012
  • 제조업체와 유통업체의 판매촉진 구사가 증가하면서 이들 사이의 바람직한 판매촉진 비용 분담 방식에 대한 관심도 증가하고 있다. 특히 유통업체 점포를 방문하는 소비자의 비계획구매 요소는 유통업체에게 명시적 잉여를 제공하지만 제조업체에게는 그렇지 않다는 점에서 이를 고려한 판매촉진 비용 분담의 방향 제시가 필요한 것이 현실이다. 문제는 유통업체 방문 소비자의 점포내 비계획구매 요소가 있을 때 제조업체가 어떻게 대응해야 하는지에 대해서는 충분한 설명이 이루어지지 못하고 있다는 점이다. 이러한 문제의식에서 본 연구에서는 유통업체 점포내 비계획구매 요소가 있을 때 제조업체가 구체적으로 공동 판매촉진 행동을 어떻게 전개해야 하는지 조명하고 있다. 본 연구의 주요결과는 다음과 같다: (1) 유통업체 점포 방문 소비자의 비계획구매 수준이 증가할수록 채널 전체의 판매촉진 수준은 높아지고, 제조업체의 비용 분담액도 커진다. (2) 유통업체 점포 방문 소비자의 비계획구매 수준이 증가할수록 채널 전체 판매촉진 비용 중에서 제조업체의 판매촉진 비용 분담 비중은 낮아지고, 유통업체의 판매촉진 비용 분담 비중은 높아진다. (3) 제조업체 이익은 유통업체 점포 방문 소비자의 비계획구매 수준인 b의 증가함수이다. (4) 유통업체가 소비자의 비계획구매 대상 제품을 조달하는데 소요되는 비용 수준이 증가할수록 유통업체 점포 방문 소비자의 비계획구매 수준 증가에 따른 채널 전체의 판매촉진 수준 증가 정도, 제조업체의 판매촉진 비용 분담액 증가 정도, 유통업체의 판매촉진 비용 분담 비중 증가 정도, 제조업체 이윤 증가 정도가 낮아진다.

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CM사 견적업무의 빅데이터 활용 현황에 관한 연구 (A Study on the Current Situations about the Use of Big Data for Cost Estimating Tasks in CM Companies)

  • 김현진;김한수
    • 한국건설관리학회논문집
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    • 제22권6호
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    • pp.24-33
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    • 2021
  • 사업비관리는 발주자를 위한 CM사의 주요 업무이며, 견적은 사업비관리를 위한 비용의 기준점을 설정하고 의사결정의 기초를 마련해주는 중요한 업무이다. 이를 위해 CM사는 양질의 데이터를 확보 및 활용하여 견적을 더욱 정확하고 효율적으로 수행하는 것이 필요하다. 건설산업에서 빅데이터 활용의 중요성이 증가함에 따라 관련 연구 또한 활발하게 이루어지고 있지만, CM사 견적업무를 위한 빅데이터 활용 현황을 진단한 관련 연구는 아직 미흡한 것으로 나타나고 있다. 본 연구의 목적은 CM사 견적업무의 빅데이터 활용 현황에 대한 진단을 통해 주요 특징과 시사점을 도출하는 데 있으며, 이는 견적업무를 위한 CM사의 빅데이터 활용 전략 수립에 유용하게 참고될 수 있다.

발전력 재배분을 이용하여 과도안정도를 향상하기 위한 Newton's Approach 응용 (Application of Newton's Approach for Transient Stability Improvement by Using Generation Rescheduling)

  • 김규호
    • 조명전기설비학회논문지
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    • 제27권1호
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    • pp.68-75
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    • 2013
  • This paper presents a scheme to improve transient stability using Newton's Approach for generation rescheduling. For a given contingency, the energy margin and sensitivities are computed. The bigger energy margin sensitivity of generator is, the more the generation of the generator effects to the transient stability. According to energy margin sensitivity, the control variables of generation rescheduling are selected. The fuel cost function is used as objective function to reallocate power generation. The results are compared to the results of time simulation to show its the effectiveness.

PSO알고리즘에 기초한 발전기 보수정지 (Generating unit Maintenance Scheduling based on PSO Algorithm)

  • 박영수;김진호;박준호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 추계학술대회 논문집 전력기술부문
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    • pp.222-224
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    • 2006
  • This paper addresses a particle swarm optimization-based approach for solving a generating unit maintenance scheduling problem(GMS) with some constraints. We focus on the power system reliability such as reserve ratio better than cost function as the objective function of GMS problem. It is shown that particle swarm optimization-based method is effective in obtaining feasible schedules such as GMS problem related to power system planning and operation. In this paper, we find the optimal solution of the GMS problem within a specific time horizon using particle swarm optimization algorithm. Simple case study with 16-generators system is applicable to the GMS problem. From the result, we can conclude that PSO is enough to look for the optimal solution properly in the generating unit maintenance scheduling problem.

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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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가동자석형 선형 직류모터의 최적설계 (Optimal Design for a Moving aMgnet Type Linear D.C. Motor)

  • 손동설
    • 제어로봇시스템학회논문지
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    • 제1권2호
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    • pp.94-98
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    • 1995
  • This paper proposes an optimal design method for the weight and cost of a moving magnet typer linear DC motor (MM-LDM). The optimal design condition such as type and size of MM-LDM were determined by the trinary search algorithm after adjusting a standard function and its related parameters. In order to verigy results of the optimal design by the computer simulation, the designed values such as a thrust, a current, a velocity, and etc. of the fabricated MM-LDM were measured. And the measurement results are in good agreement with the designed ones.

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TABU 알고리즘을 이용한 대공간 구조물의 최적설계 (Optimum Design of the Spatial Structures using the TABU Algorithm)

  • 조용원;이상주;한상을
    • 한국공간구조학회:학술대회논문집
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    • 한국공간구조학회 2005년도 춘계학술발표회 및 정기총회 2권1호(통권2호)
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    • pp.246-253
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    • 2005
  • The design of structural engineering optimization is to minimize the cost. This problem has many objective functions formulating section and shape as a function of the included discrete variables. simulated annealing, genetic algerian and TABU algorithm are searching methods for optimum values. The object of this reserch is comparing the result of TABU algorithm, and verifying the efficiency of TABU algorithm in structural optimization design field. For the purpose, this study used a solid truss of 25 elements having 10 nodes, and size optimization for each constraint and load condition of Geodesic one, and shape optimization of Cable Dome for verifying spatial structures by the application of TABU algorithm

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