• Title/Summary/Keyword: local/global weight

Search Result 74, Processing Time 0.028 seconds

Using cable finite elements to analyze parametric vibrations of stay cables in cable-stayed bridges

  • Wu, Qingxiong;Takahashi, Kazuo;Chen, Baochun
    • Structural Engineering and Mechanics
    • /
    • v.23 no.6
    • /
    • pp.691-711
    • /
    • 2006
  • This paper uses the finite element method to simultaneously consider the coupled cable-deck vibrations and the parametric vibrations of stay cables in dynamic analysis of a cable-stayed bridge. The stay cables are represented by some cable finite elements, which can consider the parametric vibration of the cables. In addition to modeling stay cables using multiple link cable elements, a procedure for removing the self-weight term of cable element is proposed. A eigenvalue analysis process using dynamic condensation method for sorting out the natural modes of the girder-tower vibrations and the Rayleigh damping considering element damping for damping matrix are also proposed for dynamic analyses of cable-stayed bridges. The possibilities of using cable elements and of using global and local vibrations to evaluate the parametric vibrations of stay cables in a cable-stayed bridge are confirmed, respectively.

An Artificial Life Model Based on Neural Networks for Navigation of Multiple Autonomous Mobile Robots in the Dynamic Environment (동적 환경에서 자율 이동 로봇군의 이동을 위한 신경 회로망 기반 인공 생명 모델)

  • Min, Seok-Ki;Kang, Hoon
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.5 no.2
    • /
    • pp.180-188
    • /
    • 1999
  • The objective of this paper is, based upon the principles of artificial life, to induce emergent behaviors of multiple autonomous mobile robots which complex global intelligence form from simple local interactions. Here, we propose an architecture of neural network learning with reinforcement signals which perceives the neighborhood information and decides the direction and the velocity of movement as mobile robots navigate in a group. As the results of the simulations, the optimum weight is obtained in real time, which not only prevent the collisions between agents and obstacles in the dynamic environment, but also have the mobile robots move and keep in various patterns.

  • PDF

Structural optimization of stiffener layout for stiffened plate using hybrid GA

  • Putra, Gerry Liston;Kitamura, Mitsuru;Takezawa, Akihiro
    • International Journal of Naval Architecture and Ocean Engineering
    • /
    • v.11 no.2
    • /
    • pp.809-818
    • /
    • 2019
  • The current trend in shipyard industry is to reduce the weight of ships to support the reduction of CO2 emissions. In this study, the stiffened plate was optimized that is used for building most of the ship-structure. Further, this study proposed the hybrid Genetic Algorithm (GA) technique, which combines a genetic algorithm and subsequent optimization methods. The design variables included the number and type of stiffeners, stiffener spacing, and plate thickness. The number and type of stiffeners are discrete design variables that were optimized using the genetic algorithm. The stiffener spacing and plate thickness are continuous design variables that were determined by subsequent optimization. The plate deformation was classified into global and local displacement, resulting in accurate estimations of the maximum displacement. The optimization result showed that the proposed hybrid GA is effective for obtaining optimal solutions, for all the design variables.

A Study on the Current Condition of Fashion Education in Korea and China (한국과 중국 패션 전문 교육 현황 연구)

  • Im, Soon
    • Journal of the Korean Society of Costume
    • /
    • v.64 no.6
    • /
    • pp.16-32
    • /
    • 2014
  • This study aims to compare the current conditions of fashion education organizations in Korea and China. The results are as follows: 1. As for the departments related to fashion in Korea, the department of clothing was most frequently found in the fields of everyday science and natural science and design was most frequent in art related fields. 2. As for the departments related to fashion in China, the department of design was usually found in the fields of spinning and weaving, art, fashion, and others, and a college was dedicated to is having departments related to the fashion industry, much larger in scale compare to Korea. 3. Subject analysis found that both Korea and China put the most weight on the subject of design than any other fields. 4. Subject analysis of the fashion related departments in Korea found that all three department groups put considerable weight on clothing design and clothing composition subjects with other subjects having greater parts in the curriculum. 5. As for the departments related to fashion in China, design-related subjects were most frequently found, irrespective of the title of the fashion department, and the subjects concerning fashion marketing were widely distributed. 6. It seems that the curriculum for fashion colleges in China have been affected by the characteristics of the university before absorptive integration and setting based on the local characteristics rather than by the characteristics of the college. 7. For the curriculum of Korea, it is necessary to divide theoretical and practical ones and to develop practical subjects in association with experts in actual fields. China needs to take into account the local characteristics due to its global curriculum and large area.

A New Hybrid Weight Pooling Method for Object Image Quality Assessment with Luminance Adaptation Effect and Visual Saliency Effect (광적응 효과와 시각 집중 효과를 이용한 새로운 객관적 영상 화질 측정 용 하이브리드 가중치 풀링 기법)

  • Shahab Uddin, A.F.M.;Kim, Donghyun;Choi, Jeung Won;Chung, TaeChoong;Bae, Sung-Ho
    • Journal of Broadcast Engineering
    • /
    • v.24 no.5
    • /
    • pp.827-835
    • /
    • 2019
  • In the pooling stage of a full reference image quality assessment (FR-IQA) technique, the global perceived quality for any distorted image is usually measured from the quality of its local image patches. But all the image patches do not have equal contribution when estimating the overall visual quality since the degree of degradation on those patches depends on various considerations i.e., types of the patches, types of the distortions, distortion sensitivities of the patches, saliency score of the patches, etc. As a result, weighted pooling strategy comes into account and different weighting mechanisms are used by the existing FR-IQA methods. This paper performs a thorough analysis and proposes a novel weighting function by considering the luminance adaptation as well as the visual saliency effect to offer more appropriate local weights, which can be adopted in the existing FR-IQA frameworks to improve their prediction accuracy. The extended experimental results show the effectiveness of the proposed weighting function.

Benchmarking of Strategic Performance of Global Top Construction Firms (사업구조 전략 분석을 통한 세계 선진기업 선정 및 특성분석)

  • Woo, Jung-Suk;Jang, Hyoun-Seung;Choi, Seok-In;Park, Chan-Sik
    • Korean Journal of Construction Engineering and Management
    • /
    • v.10 no.3
    • /
    • pp.122-129
    • /
    • 2009
  • Strategic planning is an essential function of senior management in any business firm. Planning involves the firm's behavior in an competitive market and adaptation of the company's resources towards the selected market strategy. This study presents a methodological procedure for strategic planning in global top-tier construction firms. This procedure consists of the following stages. First, analyzed growth of revenue in which weight of total construction firms' revenue shown in Global Top 225 Contractors(ENR). Second, analyzed specialty of construction products. The products are General Building, Power, Water Supply, Industrial/Petroleum Process, and Transportation. Third, analyzed business the portfolio plan. The business portfolio plan includes both local/overseas market and specification/diversification of construction products. It affects the subsequent choice of a benchmarking for development of each construction company. The choice of the benchmarking firm, among several available alternatives, should follow a careful analysis of the characteristics and benefits inherent in the implementation of each.

Patch based Multi-Exposure Image Fusion using Unsharp Masking and Gamma Transformation (언샤프 마스킹과 감마 변환을 이용한 패치 기반의 다중 노출 영상 융합)

  • Kim, Jihwan;Choi, Hyunho;Jeong, Jechang
    • Journal of Broadcast Engineering
    • /
    • v.22 no.6
    • /
    • pp.702-712
    • /
    • 2017
  • In this paper, we propose an unsharp masking algorithm using Laplacian as a weight map for the signal structure and a gamma transformation algorithm using image mean intensity as a weight map for mean intensity. The conventional weight map based on the patch has a disadvantage in that the brightness in the image is shifted to one side in the signal structure and the mean intensity region. So the detailed information is lost. In this paper, we improved the detail using unsharp masking of patch unit and proposed linearly combined the gamma transformed values using the average brightness values of the global and local images. Through the proposed algorithm, the detail information such as edges are preserved and the subjective image quality is improved by adjusting the brightness of the light. Experiment results show that the proposed algorithm show better performance than conventional algorithm.

Water logging tolerance of Indonesia chili pepper

  • Higashi, Airi;Suwignyo, Rujito Agus;Sakagami, Jun-Ichi;Yabuta, Shin
    • Proceedings of the Korean Society of Crop Science Conference
    • /
    • 2017.06a
    • /
    • pp.281-281
    • /
    • 2017
  • Recently, global warming by greenhouse gas effect is getting danger and danger for human life and agriculture at present. In Indonesia, according to heavy rain in the agriculture land is often covered by excess water in result crop growth would be affected negative. This water stress triggers roots failure in anaerobic condition for upland crop because of limiting roots respiration. Chili pepper grows in upland sometimes in touch with waterlogging due to rainfall and /or over flow water from river in Indonesia. In this case, roots growing is inhibited by effect of shortage of oxygen at root cap. Therefore, the objective of this study is to observe the plant behavior in waterlogging using mahor local genotypes (Ferosa, Laris, Romario) in Sumatra. The experiment was kept by at 1cm depth water above the soil surface as a waterlogged treatment for ---days. As a result, waterlogging affected plant growth of chili negatively, especially for roots growth. Almost roots were getting bad and changed color for brown during waterlogging. A significant negative effect for nutrient absorption by roots was found in dry weight of all varieties during waterlogging. Dry weight of roots was decreased by 81.4% and 67.6%, and those of aerial part decreased by 74% and 67.2% compared with control in Ferosa and Romario at 1week after treatment. On the other hand, dry weight of roots was decreased only 35% in Laris. Therefore, Laris has a tolerance for waterlogging compared to with other varieties. Also, Laris in SPAD value was kept initial level during waterlogging however those of Ferosa and Romario decreased. Finally, due to impact of waterlogging, it may be the roots become failure because of less aerenchyma formation under anaerobic condition. We need confirm aerenchyma formation morphologically in the future.

  • PDF

An Image Inpainting Method using Global Information and Distance Weighting (전역적 특성과 거리가중치를 이용한 영상 인페인팅)

  • Kim, Chang-Ki;Kim, Baek-Sop
    • Journal of KIISE:Software and Applications
    • /
    • v.37 no.8
    • /
    • pp.629-640
    • /
    • 2010
  • The exemplar-based inpainting model is widely used to remove objects from natural images and to restore a damaged region. This paper presents a method which improves the performance of the conventional exemplar-based inpainting model by modifying three major parts in the model: data term, confidence term and patch selection. While the conventional data term is calculated using the local gradient, the proposed method uses 16 compass masks to get the global gradient to make the method robust to noise. To overcome the problem that the confidence term gets negligible in the inside of the eliminated region, a method is proposed which makes the confidence term decrease slowly in the eliminated region. The patch selection procedure is modified so that the closer patch has higher weight. Experiments showed that the proposed method produced more natural images and lower reconstruction error than the conventional exemplar-based inpainting.

A Spatial Analysis of the Causal Factors Influencing China's Air Pollution

  • Kim, Yoomi;Tanaka, Katsuya;Zhang, Xinxin
    • Asian Journal of Atmospheric Environment
    • /
    • v.11 no.3
    • /
    • pp.194-201
    • /
    • 2017
  • This study investigates the factors that affect China's air pollution using city-level panel data and spatial econometric models. We address three air pollutants ($PM_{10}$, $SO_2$, and $NO_2$) present in 30 cities in China between 2004-2012 using global OLS and spatial models. To develop the spatial econometric analysis, we create a spatial weights matrix to define spatial patterns based on two neighborhood criteria - the queen contiguity and k nearest neighbors. The results show that the estimated coefficients are relatively consistent across different spatial weight criteria. The OLS models indicate that the effect of green spaces is statistically significant in decreasing the concentrations of all air pollutants. In the $PM_{10}$ and $SO_2$ analyses, the OLS models find that the number of buses and population density are also positively related to a reduction in the concentration of air pollutants. In addition, an increase in the temperature and the presence of secondary industries increase $SO_2$ and $NO_2$ concentrations, respectively. All spatial models capture a positive and significant effect of green spaces on reducing the concentration of each air pollutant. Our results suggest that green spaces in cities should receive priority consideration in local planning aimed at sustainable development. Furthermore, policymakers need to be able to discern the differences among pollutants when establishing environmental policies.