• 제목/요약/키워드: HLS

검색결과 75건 처리시간 0.031초

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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    • 제11권2호
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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.

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

  • 안재원;고윤호
    • 한국멀티미디어학회논문지
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    • 제20권1호
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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.

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

  • 구영모;김성종;김복기
    • 한국항공우주학회지
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    • 제49권4호
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    • pp.335-342
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    • 2021
  • 통신 시스템 FPGA 개발 시 HLS를 이용하면 성능 검증용 C/C++ 소스 코드를 일부 수정하여 자동으로 HDL 코드를 생성할 수 있으므로 개발 기간을 단축할 수 있는 장점이 있다. 본 논문에서는 텔레메트리 표준 106-17 LDPC 복호기를 Xilinx사의 Vivado HLS를 이용하여 C언어로 설계하는 방법을 제시하였고, Spartan-7와 Kintex-7 디바이스를 타겟으로 합성하여 throughput과 FPGA 이용률을 비교하였다.

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

  • 김병주;심주용;황창하;김일곤
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제30권7_8호
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    • pp.744-751
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    • 2003
  • 본 논문에서는 최근 뛰어난 예측력으로 각광받는 최소제곱 Support Vector Machine(Least Square Support Vector Machine: LS-SVM)과 First Principle(FP)을 결합한 하이브리드 최소제곱ㆍSupport Vector Machine 모델, HLS-SVM(Hybrid Least Square-Super Vector Machine)을 제안한다. 제안한 모델인 하이브리드 최소제곱 Support Vector Machine을 기존의 방법인 하이브리드 신경망(Hybrid Neural Network:HNN), 비선형 칼만필터와 하이브리드 신경망을 결합한 HNN-EKF (Hybrid Neural Network with Extended Kalman Filter) 모델과 비교해 보았다. HLS-SVM 모델은 학습 및 validation 과정에서는 HNN-EKF와 근사한 성능을 보였고, HNN 보다는 우수한 결과를 보였고, 일반화 성능에서는 HNN-EKF에 비해 3배, HNN보다 100배정도 우수한 결과를 보였다.

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

  • 구영모;이운문;김복기
    • 한국항공우주학회지
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    • 제48권10호
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    • pp.831-835
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    • 2020
  • HLS는 C/C++ 언어로 기술된 소스 코드로부터 자동으로 HDL 코드를 생성하므로 타이밍이나 제어가 간단하고 하드웨어 구조를 쉽게 변경할 수 있어 FPGA 시스템 개발 기간을 단축할 수 있는 장점이 있다. 본 논문에서는 Xilinx사의 Vivado HLS를 이용하여 텔레메트리 표준 106-17 LDPC 부호기를 설계할 때 간단한 코드 수정으로 목적에 맞는 구조 변경의 용이함을 보이고 Spartan-7 xc7s100 디바이스를 타겟으로 합성하여 throughput과 하드웨어 복잡도 등의 결과를 비교하였다.

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

  • 서영주;곽은미;조미래;고아라;김순환;오희영
    • 지역사회간호학회지
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    • 제31권4호
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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.

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

  • 윤복식;송낙운
    • 대한산업공학회지
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    • 제21권1호
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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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분산형 개인통신서비스를 위한 망구조 및 제어절차 분석 (Analysis of network architectures and control procedures for distributed personal communication services)

  • 박영순;최훈
    • 한국통신학회논문지
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    • 제22권7호
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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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