• Title/Summary/Keyword: HLS

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Solving Facility Rearrangement Problem Using a Genetic Algorithm and a Heuristic Local Search

  • Suzuki, Atsushi;Yamamoto, Hisashi
    • Industrial Engineering and Management Systems
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    • v.11 no.2
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    • pp.170-175
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    • 2012
  • In this paper, a procedure using a genetic algorithm (GA) and a heuristic local search (HLS) is proposed for solving facility rearrangement problem (FRP). FRP is a decision problem for stopping/running of facilities and integration of stopped facilities to running facilities to maximize the production capacity of running facilities under the cost constraint. FRP is formulated as an integer programming model for maximizing the total production capacity under the constraint of the total facility operating cost. In the cases of 90 percent of cost constraint and more than 20 facilities, the previous solving method was not effective. To find effective alternatives, this solving procedure using a GA and a HLS is developed. Stopping/running of facilities are searched by GA. The shifting the production operation of stopped facilities into running facilities is searched by HLS, and this local search is executed for one individual in this GA procedure. The effectiveness of the proposed procedure using a GA and HLS is demonstrated by numerical experiment.

Video Haze Removal Method in HLS Color Space (HLS 색상 공간에서 동영상의 안개제거 기법)

  • An, Jae Won;Ko, Yun-Ho
    • Journal of Korea Multimedia Society
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    • v.20 no.1
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    • pp.32-42
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    • 2017
  • This paper proposes a new haze removal method for moving image sequence. Since the conventional dark channel prior haze removal method adjusts each color component separately in RGB color space, there can be severe color distortion in the haze removed output image. In order to resolve this problem, this paper proposes a new haze removal scheme that adjusts luminance and saturation components in HLS color space while retaining hue component. Also the conventional dark channel prior haze removal method is developed to obtain best haze removal performance for a single image. Therefore, if it is applied to a moving image sequence, the estimated parameter values change rapidly and the haze removed output image sequence shows unnatural glitter defects. To overcome this problem, a new parameter estimation method using Kalman filter is proposed for moving image sequence. Experimental results demonstrate that the haze removal performance of the proposed method is better than that of the conventional dark channel prior method.

Telemetry Standard 106-17 LDPC Decoder Design Using HLS (HLS를 이용한 텔레메트리 표준 106-17 LDPC 복호기 설계)

  • Gu, Young Mo;Kim, Seongjong;Kim, Bokki
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.49 no.4
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    • pp.335-342
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    • 2021
  • By using HLS when developing a communication system FPGA, HDL code can be automatically generated from a little modified C/C++ source code used for performance verification, which has the advantage of shortening the development period. In this paper, a method of designing a telemetry standard 106-17 LDPC decoder in C language is proposed using Xilinx's Vivado HLS, and by synthesizing Spartan-7 and Kintex-7 as target devices, throughput and FPGA utilization rate was compared.

Prediction Performance of Hybrid Least Square Support Vector Machine with First Principle Knowledge (First Principle을 결합한 최소제곱 Support Vector Machine의 예측 능력)

  • 김병주;심주용;황창하;김일곤
    • Journal of KIISE:Software and Applications
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    • v.30 no.7_8
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    • pp.744-751
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    • 2003
  • A hybrid least square Support Vector Machine combined with First Principle(FP) knowledge is proposed. We compare hybrid least square Support Vector Machine(HLS-SVM) with early proposed models such as Hybrid Neural Network(HNN) and HNN with Extended Kalman Filter(HNN-EKF). In the training and validation stage HLS-SVM shows similar performance with HNN-EKF but better than HNN, whereas, in the testing stage, it shows three times better than HNN-EKF, hundred times better than HNN model.

Telemetry Standard 106-17 LDPC Encoder Design Using HLS (HLS를 이용한 텔레메트리 표준 106-17 LDPC 부호기 설계)

  • Gu, Young Mo;Lee, Woonmoon;Kim, Bokki
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.48 no.10
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    • pp.831-835
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    • 2020
  • By automatically generating HDL codes from C/C++ source codes, HLS makes it possible to shorten FPGA system developing period through easy timing control and structure change. We designed LDPC encoder for telemetry standard 106-17 with Xilinx Vivado HLS and showed hardware structure can be easily adapted for different purposes through minor C code modification. Synthesis results targeting Spartan-7 xc7s100 device are presented for throughput and hardware complexity comparison.

Reliability and Validity of the Korean version of Short-Form Health Literacy Scale for Adults (성인 대상 한국어판 단축형 건강정보이해능력 측정도구의 타당도와 신뢰도 검증)

  • Seo, Young Joo;Kwak, Eun-Mi;Jo, Mirae;Ko, A-Ra;Kim, Soon Hwan;Oh, Heeyoung
    • Research in Community and Public Health Nursing
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    • v.31 no.4
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    • pp.416-426
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    • 2020
  • Purpose: The aim of this study was to evaluate the validity and reliability of the Korean version of Short-form Health Literacy Scale (HLS-SF-K12) for Adults. Methods: The English HLS-SF12 was translated into Korean with forward and backward translation. Survey data were collected from 204 adults who visited two hospitals in Korea. Content validity, construct validity, and known-groups validity were evaluated. Cronbach's α for internal consistency and test-retest were used to assess reliability. SPSS 21.0 and AMOS 21.0 software were used for data analysis. Results: The HLS-SF-K12 was composed of 12 items, and three subscales (health care, disease prevention, and health promotion). The instrument explained reliable internal consistency with Cronbach's α for the total scale of .89, and .74~.81 for subscales. The model of three subscales for the HLS-SF-K12 was validated by confirmatory factor analysis (Normed χ2=2.14 (p<.001), GFI=.92, RMR=.04, RMSEA=.08, CFI=.94, TLI=.92, IFI=.94). The hypothesis testing which analyzed the differences in health literacy by age and education level was satisfied. Conclusion: The HLS-SF-K12 is a valid and reliable instrument for measuring health information comprehension for adults in Korea.

Effective Variations of Simulated Annealing and Their Implementation for High Level Synthesis (Simulated Annealing 의 효과적 변형 및 HLS 에의 적용)

  • Yoon, B.S.;Song, N.U.
    • Journal of Korean Institute of Industrial Engineers
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    • v.21 no.1
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    • pp.33-49
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    • 1995
  • Simulated annealing(SA) has been admitted as a general purpose optimization technique which can be utilized for almost all kinds of combinatorial optimization problems without much difficulty. But there are still some weak points to be resolved, one of which is the slow speed of convergence. In this study, we carefully review various previous efforts to improve SA and propose some variations of SA which can enhance the speed of convergence to the optimum solution. Then, we apply the revised SA algorithms to the scheduling and hardware allocation problems occurring in high-level synthesis(HLS) of VLSI design. We confirm the efficiency of the proposed methods through several HLS examples.

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Analysis of network architectures and control procedures for distributed personal communication services (분산형 개인통신서비스를 위한 망구조 및 제어절차 분석)

  • Park, Young-Soon;Choi, Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.7
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    • pp.1437-1447
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    • 1997
  • This paper proposes a cluster-based PCS(Personal Communication Services) network architecture to support increased signaling and control traffic. The procedures are presented to serve the mjobility management and the efficient procesing of the call-control functional using distributed servers. Especially when call-setups are made within a cluster, this distributed servers. Especially when call-setup time and the amount of control traffic of H-HLS (High level Home Location Server) in the network as L-HLS(Low lever Home Location Server) serves the call on behalf of H-HLS. Performance and reliability of the architecture have been also cairried out.

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