• Title/Summary/Keyword: 정수화

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A Computer Graphic Based Interactive Modeling System with Application to Ship Scheduling (선박운항 일정계획 문제에 대한 컴퓨터 그래픽 기반 상호대화식 모델링 시스템)

  • 이희용;김시화
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.10a
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    • pp.388-399
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    • 2000
  • 본 논문은 정수계획 문제로 수리모형화 되는 선박운항 일정계획 문제에 대한 컴퓨터 그래픽 기반의 상호 대화식 모델링 시스템의 개발에 관해서 논한다. 선박운항 일정계획 문제는

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상하수도인-서울특별시 상수도사업본부장 신동우

  • Korea Water and Wastewater
    • 한국상하수도협회지
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    • s.5
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    • pp.24-29
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    • 2004
  • 삶의 질이 향상될수록 건강에 대한 관심이 높아지면서 이제 시민들은 단순히 ‘안심하고 먹을 수 있는 물’을 원하는 것이 아니라 보다 ‘쾌적하고 맛있는 물’을 바라고 있습니다. 이러한 시민들의 욕구를 충족시키기 위해 올해부터 우리 본부가 적극적으로 추진하고 있는 것이 바로 ‘수돗물 수질의 고급화’이며, 이를 위해 고도정수처리 시설 도입에 더욱 박차를 가하고 있습니다.

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A Novel Frequency Offset Estimation Algorithm for Chirp Spread Spectrum Based on Matched Filter (정합필터 기반의 Chirp Spread Sprectrum을 위한 새로운 주파수 오프셋 추정 알고리즘)

  • Kim, Yeong-Sam;Chong, Jong-Wha
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.47 no.10
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    • pp.1-7
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    • 2010
  • A new frequency offset estimation algorithm for chirp spread spectrum based on matched filter is proposed. Generally, the differential phase between successive symbols is used for the conventional frequency offset estimation algorithm. However, if the conventional frequency offset estimation algorithm is used for CSS, phase ambiguity arises because of long symbol duration and guard time. The phase ambiguity causes performance degradation of matched filter since the received signal is corrupted by the integer frequency offset. In this paper, we propose a new frequency offset estimation algorithm which separates integer and fractional frequency offset estimation for removing the phase ambiguity. The proposed algorithm estimates the integer frequency offset by using differential phase between matched filtering results of sub-chirps and successive symbols. Then, the fractional frequency offset is estimated by using the differential phase between successive symbols Simulation results show that the proposed algorithm well removes the phase ambiguity, and have almost same estimation performance compared with conventional one when there is not the phase ambiguity.

Compression of DNN Integer Weight using Video Encoder (비디오 인코더를 통한 딥러닝 모델의 정수 가중치 압축)

  • Kim, Seunghwan;Ryu, Eun-Seok
    • Journal of Broadcast Engineering
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    • v.26 no.6
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    • pp.778-789
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    • 2021
  • Recently, various lightweight methods for using Convolutional Neural Network(CNN) models in mobile devices have emerged. Weight quantization, which lowers bit precision of weights, is a lightweight method that enables a model to be used through integer calculation in a mobile environment where GPU acceleration is unable. Weight quantization has already been used in various models as a lightweight method to reduce computational complexity and model size with a small loss of accuracy. Considering the size of memory and computing speed as well as the storage size of the device and the limited network environment, this paper proposes a method of compressing integer weights after quantization using a video codec as a method. To verify the performance of the proposed method, experiments were conducted on VGG16, Resnet50, and Resnet18 models trained with ImageNet and Places365 datasets. As a result, loss of accuracy less than 2% and high compression efficiency were achieved in various models. In addition, as a result of comparison with similar compression methods, it was verified that the compression efficiency was more than doubled.

Comparison of Liquefaction Probability Map Regarding with Geotechnical Information and Spatial Interpolation Target (공간보간 대상 및 지반정보에 따른 액상화 확률지도 비교)

  • Song, Seongwan;Hwang, Bumsik;Cho, Wanjei
    • Journal of the Korean GEO-environmental Society
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    • v.22 no.11
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    • pp.5-13
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    • 2021
  • The interest of expecting the liquefaction damage is increasing due to the liquefaction in Pohang in 2017. Liquefaction is defined as a phenomenon that the ground can not support the superstructure due to loss of the strength of the ground. As an alternative against this, many studies are being conducted to increase the precision and to compose a liquefaction hazard map for the purpose of identifying the scale of liquefaction damage using the liquefaction potential index (LPI). In this research, in order to analyze the degree of precision with regard to spatial interpolation objects such as LPI value and geotechnical information for LPI determination, liquefaction hazard map were made for the target area. Furthermore, based on the trend of precision, probability value was analyzed using probability maps prepared through qualitative characteristics. Based on the analysis results, the precision of the liquefaction hazard map setting the spatial interpolation object as geotechnical information is higher than that as LPI value. Furthermore, the precision of the liquefaction hazard map does not affect the distribution of the probability value.

Integer Programming Approach to Line Optimization of Multiple Surface Mounters (정수계획법에 의한 다수 표면실장기의 라인 최적화)

  • Kim Kyung-Min;Park Tae-Hyoung
    • The Journal of the Korea Contents Association
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    • v.6 no.4
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    • pp.46-54
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    • 2006
  • We propose an optimization method for PCB assembly lines including multiple surface mounters. To increase the productivity of PCB assembly line, the component allocation, feeder assignment, and assembly sequence of each surface mounter should be optimized. The optimization Problem is formulated as an integer programming problem. We divide the overall problem into two hierarchical sub-problems: forward-path problem and backward-path problem. The clustering algorithm and branch-and-bound algorithm are applied to solve the forward-path problem. The assignment algorithm and connection algorithm are applied to solve the backward-path problem. Simulation results are presented to verify the usefulness of the proposed method.

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