• Title/Summary/Keyword: Convergence problem

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AN ALGORITHM FOR SOLVING RESOLVENT INCLUSION PROBLEM

  • Jong Kyu, Kim;Aadil Hussain, Dar;Salahuddin, Salahuddin;Md. Kalimuddin, Ahmad
    • Nonlinear Functional Analysis and Applications
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    • v.27 no.4
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    • pp.701-707
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    • 2022
  • In this article, we put forward a new type of variational inclusion problem known as resolvent inclusion. An algorithm is given for approximating its solution. The convergence of the algorithm is explained with the help of an example and plots using Matlab.

Design of Robust Fuzzy-Logic Tracker for Noise and Clutter Contaminated Trajectory based on Kalman Filter

  • Byeongil Kim
    • Journal of the Korean Society of Industry Convergence
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    • v.27 no.2_1
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    • pp.249-256
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    • 2024
  • Traditional methods for monitoring targets rely heavily on probabilistic data association (PDA) or Kalman filtering. However, achieving optimal performance in a densely congested tracking environment proves challenging due to factors such as the complexities of measurement, mathematical simplification, and combined target detection for the tracking association problem. This article analyzes a target tracking problem through the lens of fuzzy logic theory, identifies the fuzzy rules that a fuzzy tracker employs, and designs the tracker utilizing fuzzy rules and Kalman filtering.

An Approximation Algorithm based on First-fit Strategy for Template Packing Problem (First-fit 전략을 사용하는 템플럿 패킹 문제를 위한 근사 알고리즘)

  • Song, Ha-Joo;Kwon, Oh-Heum
    • Journal of Korea Multimedia Society
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    • v.19 no.2
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    • pp.443-450
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    • 2016
  • This paper deals with a kind of packing problem of which the goal is to compose one or more templates which will be used to produce the items of different types. Each template consists of a fixed number of slots which are assigned to the different types of items and the production of the items is accomplished by printing the template repeatedly. The objective is to minimize the total number of produced items. This problem is known to be NP-hard. We present a polynomial time approximation algorithm which has a constant approximation ratio. The proposed algorithm is based on the well-known first-fit strategy.

Analysis of the Security and Technical Problem of National Education Information System (교육행정정보시스템의 보안 및 기술적 문제 분석)

  • Lee, Dae Sik;Yun, Dong Sic
    • Convergence Security Journal
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    • v.4 no.3
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    • pp.9-18
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    • 2004
  • This paper is to analyze security and technical problem of NEIS and suggest an improving methods about the effective system. Therefore questionnaire was performed in the five items with security as well as technical problem of NEIS to primary and secondary school teachers. The result of questionnaire analysis on each item is that they think of NEIS as the essential system for the age of information, despite problems such as the invasion of human right and security as well as reveal of personal data.

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An Awareness of Security Guard Supervisors for Improvement of Security Guard Supervisor System (경비지도사 자격제도 개선에 대한 경비지도사의 인식)

  • Kim, Il Gon
    • Convergence Security Journal
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    • v.13 no.5
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    • pp.167-176
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    • 2013
  • This study was analysis that first, a problem of security guard supervisor system, second, a problem of on the job training, third, a problem of basic and refresher training for improvement of security guard supervisor system that among security guard supervisor by NVivo 10. It was suggestion what improvement about problem.

The Analysis of Draw-bead Process by Using Static-explicit Finite Element Method (정적 외연적 유한요소법을 이용한 비드공정해석)

  • Jung, Dong-Won
    • Proceedings of the KSME Conference
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    • 2001.06c
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    • pp.604-609
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    • 2001
  • In the sheet metal forming process, the drawbead is used to control the flow of material during the forming process. The drawbead provides proper restraining force to the material and prevents defects such as wrinkling or breakage. For these reasons, many studies for designing the effective drawbead have been conducted. For the analysis, the numerical method called the static-explicit finite element method was used. The finite element analysis code for this method has been developed and applied to the drawbead process problems. In result, convergence problem and computation time due to large non-linearity in the existing numerical analysis methods were no longer a critical problem. Futhermore, this approach could treat the contact friction problem easily by applying very small time intervals. It is expected that various results from the numerical analysis will give very useful information for the design of tools in sheet metal forming process.

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A Study for Parking Characteristic of Parking Operation Method (주차장 운영방식에 따른 주차특성 분석)

  • Jung, Ki-Soo;Lee, Young-Woo
    • Journal of the Korean Society of Industry Convergence
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    • v.13 no.1
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    • pp.5-13
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    • 2010
  • Industrialization and urbanization occurred-traffic delay, traffic accident and parking problem etc.-variety of transportation problems. Parking problem is one of the transportation problem then transportation engineers would get involved in trying to solve parking problem. A way to overcome a variety of parking problems needs preliminary data for conditions of parking but it lacks the preliminary data to do so. Thus this study analyzed a characteristic of a parking through a field survey for parking in Daegu Metropolitan City. This study analyzed parking characteristic of parking operation method. This study result reveals difference between a toll parking and a no charge parking characteristic. Thus a close examination for a toll parking characteristic and a no charge parking characteristic is a prerequisite for a rational parking policy.

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A Study on Parking Problems and Improvement of Residential Development District - in the Case of Chil-gok 1 Residential Development District - (택지개발지구내 주차장의 문제점과 개선방안에 관한 연구 - 칠곡1택지개발지구를 사례로 -)

  • Hwang, Jin-Sung;Kim, Tae-Gap
    • Journal of the Korean Society of Industry Convergence
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    • v.16 no.2
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    • pp.53-59
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    • 2013
  • The purpose of this study is recognized the problems of parking and parking demand, supply and operation of the control etc. It is to provide an alternative for the overall parking problem. Parking problem occurs because there is not enough parking spaces. In order to solve the parking problem of Chil-gok 1 residential development district, this study propose making use of a road parking lot establishment and the school playground and the public facilities construction parking lot. But it is the methods which are short-term. A fundamental solution method is Levying garage option on car buyers. It is system to apply a law for establishing garages to all of vehicles.

STOCHASTIC GRADIENT METHODS FOR L2-WASSERSTEIN LEAST SQUARES PROBLEM OF GAUSSIAN MEASURES

  • YUN, SANGWOON;SUN, XIANG;CHOI, JUNG-IL
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.25 no.4
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    • pp.162-172
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    • 2021
  • This paper proposes stochastic methods to find an approximate solution for the L2-Wasserstein least squares problem of Gaussian measures. The variable for the problem is in a set of positive definite matrices. The first proposed stochastic method is a type of classical stochastic gradient methods combined with projection and the second one is a type of variance reduced methods with projection. Their global convergence are analyzed by using the framework of proximal stochastic gradient methods. The convergence of the classical stochastic gradient method combined with projection is established by using diminishing learning rate rule in which the learning rate decreases as the epoch increases but that of the variance reduced method with projection can be established by using constant learning rate. The numerical results show that the present algorithms with a proper learning rate outperforms a gradient projection method.

Let's Think about 'POVERTY' in the 21st Century : Using the Q methodology of Subjective Study (21세기, '빈곤'을 생각해보다: 주관성연구, Q방법론을 활용하여)

  • Lee, Doh-Hee;Kim, Gi-Woon
    • Journal of the Korea Convergence Society
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    • v.10 no.9
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    • pp.265-272
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    • 2019
  • In this study, 'poverty', which we think in our daily life, started from something. In particular, this study typified the perception of poverty by using the 'Q methodology', a subjective research method, to examine individual subjective opinions. The results of the analysis are as follows. is a "Retraction type", and poverty is a problem of 'Retention', 'Individual Effort Problem', 'Social Structure Problem', 'Low Status' and 'Laziness'. is a "Individual Problem type", and emphasizes 'Individual Effort Problem', 'Laziness', 'Incompetence', 'Starvation' and so on. is a "Basic Problem type", and emphasizes the basic element of life such as 'The Food and Shelter problem', 'Starvation', 'Laziness', and 'No Money'. is a "Resource Distribution Problem Type" that emphasizes the problem of resource allocation according to social structural problems. This study typifies the perception of poverty using subjectivity research method on 21st century and expects converging extension study to empirical studies for generalization.