• 제목/요약/키워드: weighted average

검색결과 891건 처리시간 0.031초

퍼지제어를 위한 가속화 추론 방법 (Accelerated reasoning method for fuzzy control)

  • 남세규;정인수
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.1058-1062
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    • 1993
  • A fuzzy reasoning method is proposed for the implementation of control systems based on non-fuzzy microprocessors. The essence of the proposed method is to search the local active miles instead of the global rule base. Thus the reasoning is conveniently performed on a master cell as a fuzzy accelerating kernel, which is transformed from an active fuzzy cell. The interpolative reasoning is simplified via adopting the algebraic product of fulfillment for the conditional connective AND and the weighted average for the rule sentence connective ALSO.

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장치산업에서 다변량 EWMA 공정제어와 통계적 공정감시 (Multivariate Exponentially Weighted Moving Average(EWMA) Process Control and Statistical Process Monitoring in the Process Industry)

  • 김복만;최성운
    • 산업경영시스템학회지
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    • 제15권26호
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    • pp.119-124
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    • 1992
  • 본 논문은 장치산업에서 적용되는 다변량 EWMA 공정제어와 통계적 공정감시 통합시스템을 제안한다. 본 논문에서 제안한 통합시스템은 자동공정제어(APC)의 예측, 조정기능과 통계적 정정감시(SPM)의 이상점 발견 및 제거등의 각각의 장점을 이용하였다. 기존의 다변량 EWMA연구는 데이타간의 독립성을 가정하였으나 본 논문은 데이타간의 종속적인 형태인 IMA(1,1)모델을 대상으로 하였다.

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단위비행체계의 승무원 일일 비행스케줄링에 관한 연구 (A Study on the Daily Squadron Crew Scheduling)

  • 이유인
    • 한국국방경영분석학회지
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    • 제15권1호
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    • pp.28-43
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    • 1989
  • Squadron crew scheduling problems can be defined as the assignment of crews to flights consistent with safety regulations and squadron policy. In this paper, the daily crew scheduling problems are formulated as zero-one interger programs known as generalized assignment problems. The objective function is to maximize the weighted mission interval to improve the crew performance. Flight schedules using the 0-1 integer model are compared with manual schedules. The results of the study show that the average crew performance is improved.

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축대칭 셸의 음향방사 해석에 관한 연구

  • 홍진선;이장무
    • 대한기계학회논문집
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    • 제14권4호
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    • pp.797-802
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    • 1990
  • 본 연구에서는 축대칭 셸의 고유모우드에 의하여 발생하는 음향의 방사특성을 유한요소법으로 구하고 실험을 수행하여 그 타당성을 검토하였다.축대칭 셸에서 원 주방향으로의 압력분포를 가정하여 2차원 문제로 단순화시키고 거리가 무한대인 영역 은 음향 임피던스 (acoustic impedance)를 이용하여 대처함으로써 축대칭 셸의 고유모 우드에 의하여 발생하는 음향세기와 방사효율을 구하였다. 각각의 고유모우드에 의 하여 방사되는 에너지는 서로 독립적이므로 강제진동에 의한 음향의 방사효율은 고유 모우드에 의한 방사효율의 가중치에 의한 평균(weighted average)을 취함으로써 구할 수 있다.

A Simple Scheduling Algorithm Supporting Various Traffics in ATM Networks

  • Shim, Jae-Jeong;Pyun, jae-Young;Ko, Sung-Jea
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 ITC-CSCC -2
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    • pp.747-749
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    • 2000
  • A new scheduling algorithm called the Adaptive Weighted Round Robin with Delay Tolerance (AWRR/DT) is presented. The proposed scheme can reduce the average delay of non-real-time (NRT) class while maintaining the QoS of real-time (RT) classes. Our scheme can also reflect the traffic fluctuation of networks with a small processing burden.

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A Modification of the Combined Estimator of Inter- and Intra-Block Estimators under an Arbitrary Convex Loss Function

  • Lee, Young-Jo
    • Journal of the Korean Statistical Society
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    • 제16권1호
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    • pp.21-25
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    • 1987
  • The combined estimator of inter- and intra-block estimators in incomplete block designs can be expressed as a weighted average of two location estimators. The weight should be between 0 and 1. However, the negative variance component estimate could result in the weight being negative or larger than 1. In this paper, we show that if two location estimators have symmetric unimodal distributions, truncating the weight to 0 or 1 accordingly improves the combined estimator under an arbitrary convex loss function.

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Rainfall Estimation for Hydrologic Applications

  • Bae, Deg-Hyo;Georgakakos, K.P.;Rajagopal, R.
    • Korean Journal of Hydrosciences
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    • 제7권
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    • pp.125-137
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    • 1996
  • The subject of the paper is the selection of the number and location of raingauge stations among existing ones for the computation of mean areal precipitation and for use as input of real-time flow prediction models. The weighted average method developed by National Weather Service was used to compute MAP over the Boone River basin in Iowa with a 40 year daily data set. Two different searching methods were used to find local optimal solutions. An operational rainfall-runoff model was used to determine the optimal location and number of stations for flow prediction.

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Development of ResNet-based WBC Classification Algorithm Using Super-pixel Image Segmentation

  • Lee, Kyu-Man;Kang, Soon-Ah
    • 한국컴퓨터정보학회논문지
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    • 제23권4호
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    • pp.147-153
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    • 2018
  • In this paper, we propose an efficient WBC 14-Diff classification which performs using the WBC-ResNet-152, a type of CNN model. The main point of view is to use Super-pixel for the segmentation of the image of WBC, and to use ResNet for the classification of WBC. A total of 136,164 blood image samples (224x224) were grouped for image segmentation, training, training verification, and final test performance analysis. Image segmentation using super-pixels have different number of images for each classes, so weighted average was applied and therefore image segmentation error was low at 7.23%. Using the training data-set for training 50 times, and using soft-max classifier, TPR average of 80.3% for the training set of 8,827 images was achieved. Based on this, using verification data-set of 21,437 images, 14-Diff classification TPR average of normal WBCs were at 93.4% and TPR average of abnormal WBCs were at 83.3%. The result and methodology of this research demonstrates the usefulness of artificial intelligence technology in the blood cell image classification field. WBC-ResNet-152 based morphology approach is shown to be meaningful and worthwhile method. And based on stored medical data, in-depth diagnosis and early detection of curable diseases is expected to improve the quality of treatment.

AWGN 제거를 위한 표준편차 기반의 거리가중치 필터 (Distance Weighted Filter based on Standard Deviation Distribution for AWGN Removal)

  • 박화정;김남호
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2021년도 추계학술대회
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    • pp.118-120
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    • 2021
  • 현대 사회는 IoT 기술의 발달에 따라 CCTV, 탐사로봇 등 폭넓은 분야에서 다양한 디지털 장비들이 보급되고 있다. 이에 데이터처리의 중요성이 커지고 있으며, 영상 분야에서도 데이터를 수신하는 과정에서 발생하는 잡음을 제거하기 위한 다양한 연구들이 진행되고 있다. 대표적인 잡음으로 AWGN(additive white Gaussian noise)이 있으며, 잡음을 제거하기 위한 기존의 필터로는 평균필터(AF : average filter), 알파 트림드 평균필터(A-TAF : alpha trimmed average filter), 메디안필터(MF : median filter) 등이 있다. 하지만 기존의 필터들은 고주파영역에서의 잡음 제거 특성이 다소 미흡한 성능을 보이는 단점이 있다. 따라서 본 논문에서는 고주파영역에 존재하는 AWGN을 효과적으로 제거하기 위해 표준편차를 기반한 거리에 따른 가중치필터를 제안한다.

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