• Title/Summary/Keyword: nature of variables

Search Result 478, Processing Time 0.03 seconds

Optimum design of steel frames against progressive collapse by guided simulated annealing algorithm

  • Bilal Tayfur;Ayse T. Daloglu
    • Steel and Composite Structures
    • /
    • v.50 no.5
    • /
    • pp.583-594
    • /
    • 2024
  • In this paper, a Guided Simulated Annealing (GSA) algorithm is presented to optimize 2D and 3D steel frames against Progressive Collapse. Considering the nature of structural optimization problems, a number of restrictions and improvements have been applied to the decision mechanisms of the algorithm without harming the randomness. With these improvements, the algorithm aims to focus relatively on the flawed variables of the analyzed frame. Besides that, it is intended to be more rational by instituting structural constraints on the sections to be selected as variables. In addition to the LRFD restrictions, the alternate path method with nonlinear dynamic procedure is used to assess the risk of progressive collapse, as specified in the US Department of Defense United Facilities Criteria (UFC) Design of Buildings to Resist Progressive Collapse. The entire optimization procedure was carried out on a C# software that supports parallel processing developed by the authors, and the frames were analyzed in SAP2000 using OAPI. Time history analyses of the removal scenarios are distributed to the processor cores in order to reduce computational time. The GSA produced 3% lighter structure weights than the SA (Simulated Annealing) and 4% lighter structure weights than the GA (Genetic Algorithm) for the 2D steel frame. For the 3D model, the GSA obtained 3% lighter results than the SA. Furthermore, it is clear that the UFC and LRFD requirements differ when the acceptance criteria are examined. It has been observed that the moment capacity of the entire frame is critical when designing according to UFC.

Impact of Leader-Member Relationship Quality on Job Satisfaction, Innovation and Operational Performance: A Case in Vietnam

  • NGUYEN, Thanh Hung
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.7 no.6
    • /
    • pp.449-456
    • /
    • 2020
  • This study examines the relation between the quality of leader-member relationship and operational performance of processing enterprises employees in Vietnam, while job satisfaction and innovation are as a mediator variable. In depth interviews are first conducted with five managers and professional workers in five processing enterprises to determine the latent variables and build the structured questionnaire with observed variables. A quantitative survey with 438 employees and managers from 300 processing enterprises was carried out. The method of exploratory factor analysis (EFA), Cronbach's alpha analysis, and confirmatory factor analysis (CFA) was used to test the reliability, the convergent nature, and the consistency of the concepts. Structural equation modeling (SEM) is used to test the proposed model. The result shows that job satisfaction, innovation and operational performance have positive effects on the quality of leader-member relationship. The relationship between leaders and members had indirect impact on employee's operational performance via their job satisfaction and innovation, which illustrates a mediator role of job satisfaction and innovation for employees' performance. The findings of this study suggest that managers need to focus on developing relationship with employees to improve their satisfaction, innovation and performance.

Symbiotic organisms search algorithm based solution to optimize both real power loss and voltage stability limit of an electrical energy system

  • Pagidi, Balachennaiah;Munagala, Suryakalavathi;Palukuru, Nagendra
    • Advances in Energy Research
    • /
    • v.4 no.4
    • /
    • pp.255-274
    • /
    • 2016
  • This paper presents a novel symbiotic organisms search (SOS) algorithm to optimize both real power loss (RPL) and voltage stability limit (VSL) of a transmission network by controlling the variables such as unified power flow controller (UPFC) location, UPFC series injected voltage magnitude and phase angle and transformer taps simultaneously. Mathematically, this issue can be formulated as nonlinear equality and inequality constrained multi objective, multi variable optimization problem with a fitness function integrating both RPL and VSL. The symbiotic organisms search (SOS) algorithm is a nature inspired optimization method based on the biological interactions between the organisms in ecosystem. The advantage of SOS algorithm is that it requires a few control parameters compared to other meta-heuristic algorithms. The proposed SOS algorithm is applied for solving optimum control variables for both single objective and multi-objective optimization problems and tested on New England 39 bus test system. In the single objective optimization problem only RPL minimization is considered. The simulation results of the proposed algorithm have been compared with the results of the algorithms like interior point successive linear programming (IPSLP) and bacteria foraging algorithm (BFA) reported in the literature. The comparison results confirm the efficacy and superiority of the proposed method in optimizing both single and multi objective problems.

Optimum Design of Endosseous Implant in Dentistry by Multilevel Optimization Method (다단계 최적화 기법을 이용한 치과용 골내 임플란트의 형상 최적 설계)

  • Han, Jung-Suk;Seo, Ki-Youl;Choi, Joo-Ho
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.27 no.1
    • /
    • pp.144-151
    • /
    • 2003
  • In this paper, an optimum design problem for endosseous implant in dentistry is studied to find best implant design. An optimum design problem is formulated to reduce stresses arising at the cortical as well as cancellous bones, in which sufficient design parameters are chosen fur design definition that encompasses major implants in popular use. Optimization at once (OAO) with the large number of design variables, however, causes too costly solution or even failure to converge. A concept of multilevel optimization (MLO) is employed to this end, which is to group the design variables of similar nature, solve the sub-problem of smaller size fur each group in sequence, and this is iterated until convergence. Each sub-problem is solved based on the response surface method (RSM) due to its efficiency for small sized problem. Favorable solution is obtained by the MLO, which is compared to both solutions made by RSM and sequential quadratic programming (SQP) in the OAO problem.

Development of Stochastic Finite Element Model for Underground Structure with Discontinuous Rock Mass Using Latin Hypercube Sampling Technique (LHS기법을 이용한 불연속암반구조물의 확률유한요소해석기법개발)

  • 최규섭;정영수
    • Computational Structural Engineering
    • /
    • v.10 no.4
    • /
    • pp.143-154
    • /
    • 1997
  • Astochastic finite element model which reflects both the effect of discontinuities and the uncertainty of material properties in underground rock mass has been developed. Latin Hypercube Sampling technique has been mobilized and compared with the Monte Carlo simulation method. To consider the effect of discontinuities, the joint finite element model, which is known to be suitable to explain faults, cleavage, things of that nature, has been used in this study. To reflect the uncertainty of material properties, multi-random variables are assumed as the joint normal stiffness and the joint shear stiffness, which could be simulated in terms of normal distribution. The developed computer program in this study has been verified by practical example and has been applied to analyze the circular cavern with discontinuous rock mass.

  • PDF

Study on the Effects of Prep-Entrepreneurs' Positive psychological capital and Career ambition on Entrepreneurial Intentions (예비 창업가의 긍정심리자본과 커리어 야망이 창업의도에 미치는 영향)

  • Choi, Jinsook;Hwang, Kumju
    • Knowledge Management Research
    • /
    • v.19 no.3
    • /
    • pp.135-171
    • /
    • 2018
  • Due to its nature, business foundation accompanies high levels of risk taking and responsibility. For this reason, entrepreneurs come to experience various negative emotions in the process of business foundation such as anxiety about risks, fear of failure, and pressure of success. However, entrepreneurs' negative emotions reduce individual inclinations for business foundation. Thus, it is necessary to research individual psychological characteristics that could reduce and attenuate entrepreneurs' negative emotions. To this end, this study examined the effects of Self-forgiveness, and Narcissism, psychological motivation variables, and Positive psychological capital and Career ambition, goal motivation variables, on entrepreneurial intentions. In order to verify research hypotheses, 326 questionnaires collected from prep-entrepreneurs were used for the empirical analysis. Looking at the analysis results, Self-forgiveness, Narcissism, Positive psychological capital and Career ambition had significant effects on entrepreneurial intentions. This study has a meaning in that it confirmed the influential relationship between the psychological characteristics reducing entrepreneurs' negative emotions and entrepreneurial intentions. In addition, this study suggested its implications, limitations, and future research directions based on the study results.

Dividend Policy and Companies' Financial Performance

  • KANAKRIYAH, Raed
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.7 no.10
    • /
    • pp.531-541
    • /
    • 2020
  • This study aims to determine the nature of the association between dividend policy and a corporation's financial performance in emerging countries, as well as the main variables that may have an effect on financial performance. The study included 92 industrial and service sector companies listed on the Amman Stock Exchange (ASE) during the period from 2015 to 2019. The study used Panel Data Analysis and cross-sectional time-series data and simple and multiple linear regression models. A multiple regression model was also developed in order to test whether guess factors may have a possible impact on financial performance (such as Dividend Yield, Dividend Pay-out Ratio, Firm Size, Leverage Ratio, Current Ratio). The data was collected from the annual reports and information that was available on the ASE website covering the period from 2015 to 2019. The results detect a strong relation between DY, DPR, and FSIZE variables that explain firm performance. Also leverage ratio is negatively and significantly associated with ROA and AOE. Moreover, no relations were detected between current ratio and financial performance. The study's conclusion is that dividend policy explains a lot of a company's financial performance, meaning that the dividend policy has a statistically significant impact on company financial performance.

The Effect of Specialty Hospital CEO Leadership Style on Hospital Organizational Effectiveness and Customer Orientation (전문병원 병원장의 리더십이 조직유효성과 고객지향성에 미치는 영향)

  • Lee, Cheol-Woo;Lee, Jae-Hee
    • Korea Journal of Hospital Management
    • /
    • v.20 no.4
    • /
    • pp.31-49
    • /
    • 2015
  • The purpose of this study is to propose an effective leadership in the hospital management by analyzing the relationship of the effect of the specialty hospital CEO's leadership on the employees' organizational effectiveness as well as the customer orientation, and the mediation effects of the organizational effectiveness on the relation between hospital CEO's leadership and the customer orientation. The questionnaires of the survey targeting the 99 specialty hospitals were collected that 786 copies of them were utilized in analysis. The major outcomes of the research can be summarized as follows. Firstly, transformational leadership of specialty hospital CEO generally has the greater impact on the employees' job satisfaction, organizational commitment and turnover intention than his transactional leadership. Secondly, the most important sub-variable of specialty hospital CEO leadership affecting the organizational effectiveness of the employees are charisma of transformational leadership and contingent reward of transactional leadership. Thirdly, the sub-variable of specialty hospital CEO leadership which has the greatest impact on customer orientation of employees is the active management-by-exception of transactional leadership. Fourthly, the sub-variables in the organizational effectiveness such as job satisfaction, organizational commitment and the turnover intention of hospital employees play mostly the partial mediation role between the customer orientation of employees and the leadership of a specialty hospital CEO. This means that the more the organizational effectiveness of specialty hospital employees improves, the more the customer orientation does. Thus, specialty hospital CEOs need to pay attention to the sub-variables in organizational effectiveness so as to improve the customer orientation of the employees. To explore further the nature of the effect of hospital leadership in the future, apart form the variables of the organization effectiveness used in this study to improve the customer orientation of employees through the leadership of the specialty hospital CEO, the research to identify other factors which have greater influence and explanatory power will be needed.

Analysis of Urban Agricultural Effects by Factors According to the Urban Citizens Income Level: Socially Sustainable Effect, Negative Effect, and Economically Sustainable Effect

  • Hong, In Kyoung;Chae, Young;Jang, Yoonah;Lee, Sang-Mi;Su, Jung Nam
    • Journal of People, Plants, and Environment
    • /
    • v.21 no.6
    • /
    • pp.461-471
    • /
    • 2018
  • The role of urban agriculture should not be limited as a small-scale crop cultivation activity as it was, but it has to be considered as an entire process of a agriculture activity for the restoration of the city community. This study is based on the assumption that there has been a significant change in urban lifestyle and urban farming preference, considering the overall improvement in standard of living after implementation of five day work week system. It was conducted for urban citizens who were interested in actual urban agriculture for ages 19 and over who visited the Korea Urban Agriculture Exhibition in 2018. Only 115 valid samples were used for the empirical analysis. To analyze the demographic characteristics and effects of urban agriculture, frequency analysis and descriptive statistics were conducted. In order to analyze the reliability and validity of the measurement variables of the effect, the variables that deteriorate the validity were removed and 15 variables of the urban agricultural effect were selected. According to the result of factor analysis, three factors were extracted as follows: socially sustainable effect, negative effect and economically sustainable effect. In order to examine the effects of urban agriculture depending on income level, the one-way ANOVA, which is a statistical technique for verifying differences in the sample means, was performed. The psychological stability of people, the recovery of humanity through communion with nature, and the vitalization of agriculture linked with local agriculture had significant correlations with income level. The negative effect showed no significant correlation with income level. The improvement of the local environment was found to have an impact in relation with income level. We expect that there will be more studies on policies for the new types and models of urban agriculture in order to make it easier for urban citizens to approach it.

A Comparative Analysis on the Pollination Potential Environment of Apis millifera and Bombus ignitus Using the Maxent Model - Focused on Seoul - (Maxent 모델을 이용한 호박벌과 양봉꿀벌의 수분 잠재환경 비교 분석 - 서울시를 중심으로 -)

  • Kim, Yoon-Ho;Cho, Yong-Hyeon;Bae, Yang-Seop;Kim, Tae-Jong;Son, In-Ki
    • Journal of the Korean Society of Environmental Restoration Technology
    • /
    • v.24 no.1
    • /
    • pp.25-36
    • /
    • 2021
  • The honey bee has a crucial ecological status for maintaining the natural ecology system. Pollination mediations by honey bees are recognized as an efficient way to enhance the quality of biological diversity and green areas in the nature and the urban ecological system. However, the population of bee around the world is decreasing and we do not know exactly how bees react to the physical environment in the urban area. This study is a basic research for the improvement of pollination services in the Korean urban ecological system. It aims to induce and review environmental variables which have high relations with the activities of pollination mediation insects in the urban area. The study established a Maxent model using five urban environmental variables that reflect the ecology of Bombus ignitus and the place information where Bombus ignitus appears in 18 spots of Seoul city, and compared with previous research results on Apis millifera. Bombus ignitus preferred places with more natural environments such as mountain forest areas and vicinities of streams. They preferred Stratified Tree Area the most among the vegetation types existing in the urban area. Comparing chicken models, both species saw their response value drop as the building coverage rose. In the case of Apis millifera and Bombus ignitus variables, the response value of both species was high in 10 out of 20 types. The result of this study is expected to provide basic information for improving the pollination services in the Korean urban area and to be utilized as the basic materials for the future urban planning.