• Title/Summary/Keyword: data complexity

Search Result 2,389, Processing Time 0.035 seconds

One-Sided Optimal Assignment and Swap Algorithm for Two-Sided Optimization of Assignment Problem

  • Lee, Sang-Un
    • Journal of the Korea Society of Computer and Information
    • /
    • v.20 no.12
    • /
    • pp.75-82
    • /
    • 2015
  • Generally, the optimal solution of assignment problem can be obtained by Hungarian algorithm of two-sided optimization with time complexity $O(n^4)$. This paper suggests one-sided optimal assignment and swap optimization algorithm with time complexity $O(n^2)$ can be achieve the goal of two-sided optimization. This algorithm selects the minimum cost for each row, and reassigns over-assigned to under-assigned cell. Next, that verifies the existence of swap optimization candidates, and swap optimizes with ${\kappa}-opt({\kappa}=2,3)$. For 27 experimental data, the swap-optimization performs only 22% of data, and 78% of data can be get the two-sided optimal result through one-sided optimal result. Also, that can be improves on the solution of best known solution for partial problems.

An Optimal Parallel Sort Algorithm for Minimum Data Movement (최소 자료 이동을 위한 최적 병렬 정렬 알고리즘)

  • Hong, Seong-Su;Sim, Jae-Hong
    • The Transactions of the Korea Information Processing Society
    • /
    • v.1 no.3
    • /
    • pp.290-298
    • /
    • 1994
  • In this paper we propose parallel sorting algorithm, taking 0( $n^{n}$ log n) time complexity, 0( $n^{x}$ log n) cost (parallel running time * number of processors) and 0( $n^{1-}$x+ $n^{x}$ )data movement complexity under the ERWW- PRAM model. The methods for solving these problems similar. Parallel algorithm finds pivot for partitioning the data into ordered subsets of approximately equal size by using encording pointers..

  • PDF

Investigating the Impact of Contextual Data Quality on Decision Performance (상황 데이터 품질이 의사결정 성과에 미치는 영향)

  • Jung, Won-Jin;Kim, Jong-Weon
    • Asia pacific journal of information systems
    • /
    • v.15 no.3
    • /
    • pp.41-64
    • /
    • 2005
  • The effects of information quality and the importance of information have been reported in the information Systems(IS) literature. However, little has been learned about the impact of data quality(DQ) on decision performance. Recognizing with this problem, this study explores the effects of contextual DQ on decision performance. To examine them, a laboratory experiment was conducted. Based on two levels of contextual DQ and two levels of task complexity, this study had a $2{\times}2$ factorial design. The dependent variables used to measure the outcomes of decision performance were problem-solving accuracy and time. The results demonstrated that the effects of contextual DQ on decision performance were significant. The findings suggest that decision makers can expect to improve their decision performance by enhancing contextual DQ. This research not only extends a body of research examining the effects of factors that can be tied to human decision-making performance, but also provides empirical evidence to validate and extend DeLone and McLean's IS success model.

Simple Power Allocation Scheme for Data Rate Fairness in NOMA Systems (비직교 다중 접속 시스템에서 전송률 공정성을 위한 단순한 전력 할당 기법)

  • Lee, In-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.24 no.9
    • /
    • pp.1241-1244
    • /
    • 2020
  • In this paper, we consider a downlink non-orthogonal multiple access system with a base station and N mobile stations, where we assume that instantaneous channel state information (CSI) is available at the base station. A power allocation scheme is proposed to achieve perfect fairness, which means equal data rates for all mobile stations. However, the power allocation scheme using full CSI requires high complexity. Hence, a simple power allocation scheme with low complexity is proposed by using high signal-to-noise power ratio (SNR) approximation. The simple power allocation scheme can achieve perfect fairness only for high SNR. However, it needs only the best CSI and the simple procedure to obtain power allocation coefficients. From simulation results, we show that the simple power allocation scheme provides remarkable fairness performance at high SNR.

Fast Triangular Mesh Approximation for Terrain Data Using Wavelet Coefficients (Wavelet 변환 계수를 이용한 대용량 지형정보 데이터의 삼각형 메쉬근사에 관한 연구)

  • 유한주;이상지;나종범
    • Journal of Broadcast Engineering
    • /
    • v.2 no.1
    • /
    • pp.65-73
    • /
    • 1997
  • This paper propose a new triangular mesh approximation method using wavelet coefficients for large terrain data. Using spatio-freguency localization characteristics of wavelet coefficients, we determine the complexity of terrain data and approximate the data according to the complexity. This proposed algorithm is simple and requires low computational cost due to its top-down approach. Because of the similarity between the mesh approximation and data compression procedures based on wavelet transform, we combine the mesh approximation scheme with the Embedded Zerotree Wavelet (EZW) coding scheme for the effective management of large terrain data. Computer simulation results demonstrate that the proposed algorithm is very prospective for the 3-D visualization of terrain data.

  • PDF

A Study on the continuous Intention of MyData Service Users Based on the Innovation Resistance Model (혁신저항모형에 기반한 마이데이터 서비스 사용자의 지속사용의도에 관한 연구)

  • Haengnam Sung;Taeho Hong;Taewon Lee
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.29 no.2
    • /
    • pp.101-117
    • /
    • 2024
  • The purpose of this study is to consider the characteristics perceived by users who utilize MyData services in the financial sector. It aims to examine how these factors influence users' understanding for sustained usage and their resistance to innovation. The research seeks to explore the relationship between users' awareness of characteristics and its impact on both enhancing comprehension for continued usage and addressing users' resistance to innovation. Utilizing a specialized survey agency, we examined the relative effects of innovation resistance factors, such as relative advantage, perceived risks, complexity, clarity and perceived ease of use on MyData service users. Furthermore, this research focuses on employing empirical analysis to validate the relationships between these factors through the survey. The findings of this study suggest that MyData service should dedicate ongoing efforts to minimize user resistance to service utilization. Specifically, it was revealed that among the innovation resistance factors, perceived ease of use, relative advantage, perceived risk, and complexity exert influence in that order.

On a Reduction of Pitch Search Time for IMBE Vocoder by Using the Spectral AMDF (SAMDF를 이용한 IMBE VOCODER의 피치 검색 시간 단축에 관한 연구)

  • 홍성훈
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • 1998.06c
    • /
    • pp.155-158
    • /
    • 1998
  • IMBE(Improved Multi-Band Excitation) vocoders exhibit good performance at low data rates. The major drawback to IMBE coders is their large computational requirements. In this paper, thus, we propose a new pitch search method that preserves the quality of the IMBE vocoder with reduced complexity. The basic idea is to reduce computation complexity of the pitch searching by using the SAMDF. Applying the proposed method to the IMBE vocoder, we can get approximately 52.02% searching time reduction in the pitch search. There is no difference in voice quality between conventional IMBE and proposed IMBE.

  • PDF

A Study on Performance Analysis of Digital Signature Based on the Security (안전성에 근거를 둔 디지털서명 성능분석에 관한 연구)

  • 이지영
    • Journal of the Korea Society of Computer and Information
    • /
    • v.4 no.2
    • /
    • pp.39-45
    • /
    • 1999
  • In this paper we will look at its cryptographic analysis for digital signature and compare it with other complexity measures such as discrete logarithm problem and factorization problem which are based on the security. The paper especially tries to computational complexity so that it can compare and checks the performance analysis, comparison of data size and processing speed through the simulation me

  • PDF

Construction of Visual Space using Relief Texture Mapping (Relief Texture 매핑을 이용한 가상공간 구축)

  • 이은경;정영기
    • Proceedings of the IEEK Conference
    • /
    • 2003.07e
    • /
    • pp.1899-1902
    • /
    • 2003
  • Recently several methods have been developed for the virtual space construction. Generally, most of the methods are geometric-based rendering technic, but they are difficult to construct real-time rendering because of large data. In this paper, we present a three dimension image-based rendering method that enable a constant speed of real-time rendering regardless of object complexity in virtual space. The Proposed method shows good performance for the virtual space construction with high complexity.

  • PDF

On a Reduction of Codebook Searching Time by using RPE Searching Tchnique in the CELP Vocoder (RPE 검색을 이용한 CELP 보코더의 불규칙 코드북 검색)

  • 김대식
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • 1995.06a
    • /
    • pp.141-145
    • /
    • 1995
  • Code excited linear prediction speech coders exhibit good performance at data rates as low as 4800 bps. The major drawback to CELP type coders is their large computational requirements. In this paper, we propose a new codebook search method that preserves the quality of the CELP vocoder with reduced complexity. The basic idea is to restrict the searching range of the random codebook by using a searching technique of the regular pulse excitation. Applying the proposed method to the CELP vocoder, we can get approximately 48% complexity reduction in the codebook search.

  • PDF