• Title/Summary/Keyword: Software Development Algorithm

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The software configuration management system for image processing algorithm development (영상처리 알고리즘 개발을 위한 소프트웨어형상관리시스템)

  • Lee Jeong-Heon;Chae Ok-Sam
    • The KIPS Transactions:PartB
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    • v.12B no.1 s.97
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    • pp.1-8
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    • 2005
  • The importance of software is getting high in development of the digital device (digital camcoder, digital camera, mp3 player, ....). And because the sire of software becomes larger and complicated, the necessity of software configuration management (to solves a software crisis) is increased. The general software configuration management system shows lack of the property and features of software development environment for image processing algorithm due to its wide range to be covered. Image processing algorithm development environment has properties like repetitive analysis and simulation using visual programming environment where, beside support of elementary development functions. component(or library) can be combined and tested interactively. Moreover, the method to look fast and effectively for component having similar function is required. In this paper, we present the system which supports the software configuration management method for a simulation tool and the property in the visual programming environment. And we relate our system to real simulation tool so as to check its ability as the software configuration management system for image processing algorithm development environment.

Estimation of Software Reliability with Immune Algorithm and Support Vector Regression (면역 알고리즘 기반의 서포트 벡터 회귀를 이용한 소프트웨어 신뢰도 추정)

  • Kwon, Ki-Tae;Lee, Joon-Kil
    • Journal of Information Technology Services
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    • v.8 no.4
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    • pp.129-140
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    • 2009
  • The accurate estimation of software reliability is important to a successful development in software engineering. Until recent days, the models using regression analysis based on statistical algorithm and machine learning method have been used. However, this paper estimates the software reliability using support vector regression, a sort of machine learning technique. Also, it finds the best set of optimized parameters applying immune algorithm, changing the number of generations, memory cells, and allele. The proposed IA-SVR model outperforms some recent results reported in the literature.

Development Process of FPGA-based Departure from Nucleate Boiling Ratio Algorithm Using Systems Engineering Approach

  • Hwang, In Sok;Jung, Jae Cheon
    • Journal of the Korean Society of Systems Engineering
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    • v.14 no.2
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    • pp.41-48
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    • 2018
  • This paper describes the systems engineering development process for the Departure from Nucleate Boiling Ratio (DNBR) algorithm using FPGA. Current Core Protection Calculator System (CPCS) requirement and DNBR logic are analyzed in the reverse engineering phase and the new FPGA based DNBR algorithm is designed in the re-engineering phase. FPGA based DNBR algorithm is developed by VHSIC Hardware Description Language (VHDL) in the implementation phase and VHDL DNBR software is verified in the software Verification & Validation phase. Test cases are developed to perform the software module test for VHDL software modules. The APR 1400 simulator is used to collect the inputs data in 100%, 75%, and 50% reactor power condition. Test input signals are injected to the software modules following test case tables and output signals are compared with the expected test value. Minimum DNBR value from developed DNBR algorithm is validated by KEPCO E&C CPCS development facility. This paper summarizes the process to develop the FPGA-based DNBR calculation algorithm using systems engineering approach.

Algorithm selecting Software development route suitable for Project environment and characteristics (프로젝트 환경과 특성에 따른 소프트웨어 개발 경로 선정 알고리즘)

  • Jung Byung-Kwon;Yoon Seok-Min
    • The KIPS Transactions:PartD
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    • v.13D no.1 s.104
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    • pp.87-96
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    • 2006
  • This paper focused on the method for customizing software development path, considering the project environments and characteristics. he selection standard of development path is composed of ten items, based on the process of ISO/IEC TR 15721 Information Technology Guide for ISO/IEC 12207 (Software Life Cycle Process) and ISO/IEC 15504 Information technology - Process assessment. The ten items were reflected the project environments and characteristics, at the same time the items conduct the adjustment item of selecting project development path. An algorithm for selecting software development path through items of the project environments and characteristics is presented. To test the algerian in this paper, a system for selecting development path, which reflected algorithm was developed. The development project for web-based system were also adopted to the system for selecting development path. In addition, provened hand-worked project path process differed from machine-worked project path process. The reason why it differs is that outputs were mixed or their names were changed. The effect is to select easily software development route suitable for project environment and characteristics.

Estimation of software project effort with genetic algorithm and support vector regression (유전 알고리즘 기반의 서포트 벡터 회귀를 이용한 소프트웨어 비용산정)

  • Kwon, Ki-Tae;Park, Soo-Kwon
    • The KIPS Transactions:PartD
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    • v.16D no.5
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    • pp.729-736
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    • 2009
  • The accurate estimation of software development cost is important to a successful development in software engineering. Until recent days, the model using regression analysis based on statistical algorithm and machine learning method have been used. However, this paper estimates the software cost using support vector regression, a sort of machine learning technique. Also, it finds the best set of optimized parameters applying genetic algorithm. The proposed GA-SVR model outperform some recent results reported in the literature.

Development of software for the system performance of daylight responsive dimming systems (광센서 조광제어시스템의 성능평가를 위한 소프트웨어 개발)

  • Hwang, Min-Gu;Choi, An-Seop
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2005.05a
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    • pp.133-136
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    • 2005
  • Recently, a drain of energy resources is issued seriously. The daylight responsive dimming systems can reduce electric energy uses. But, we cannot predict amounts of energy-saving and accuracy of system performance. Therefore, the purpose of this study is a development of software for the system performance of daylight responsive dimming systems. The principle of this software based on luminous flux transfer method and finite elements method. The control algorithm of this software and daylight responsive dimming systems use the same algorithm. In addition the advantages of this software are use to same algorithm of daylight responsive dimming systems, electric power-luminous flux data and rates of frequency of sky conditions. Therefore, this software can predict more correct calculation about illuminance and amounts of energy-saving of daylight responsive dimming systems.

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Scheduling of Matrix Organization for Software Development using Genetic Algorithm (유전자 알고리즘을 이용한 매트릭스조직의 소프트웨어 개발 스케쥴링)

  • Yang, Mi-Na;Lee, Gun-Ho
    • Korean Management Science Review
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    • v.23 no.2
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    • pp.187-198
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    • 2006
  • Efficient scheduling for software development is a major concern for software engineers. Industries simultaneously try to perform a variety of projects with the limited resources on schedule. A way to overcome the limitation of resources is sharing of the resources through the projects. This study discusses the matrix organization for software development. A scheduling for matrix organization is a special case of project management problem. The ultimate goal of scheduling problem in this study is to minimize the overall duration of the multiple projects. A genetic algorithm is presented to solve the scheduling problem of the matrix organization and is substantiated with numerical results.

Algorithm for Youth Soccer Players Management System: Software Engineering Approach

  • Park, Jun-Han;Huh, Jun-ho
    • Journal of Multimedia Information System
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    • v.4 no.4
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    • pp.307-310
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    • 2017
  • In the recent world of soccer, fostering of youth soccer players is considered as one of the most important issues so that many educational training programs are being prepared in the soccer-advanced countries. Amid the growing number of system management programs available for practical life due to the development of computer technology, an algorithm for youth soccer players management system has been proposed in this study for the improvement of Korean soccer skills.

Development of Parameter Extraction Algorithm and Software Simulator For a Digital Music FM Synthesis (FM 방식의 디지털 악기음 합성을 위한 소프트웨어 시뮬레이터 및 파라미터 추출 알고리즘 개발)

  • Joon Yul Joo
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.31B no.3
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    • pp.24-38
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    • 1994
  • In this paper we develop the software simulator written in a C language for a frequency modulation synthesis and the approximate range of parameters, for a musically satisfactory timbre, obtained by using the software simulator will be applied to develop an algorithm for parameter extraction. For a frequency modulation synthesis, we also develop an algorithm for parameter extraction through waveform analysis in the time domain as well as spectrum analysis using a FFT in the frequency domain. To verify the validity of the developed algorithm as well as software simulator experimentally, we extract parameters for the several music instruments using the suggested algorithm and analyze the synthesized sound by applying the parameters to the software simulator. The evaluation of the synthesized sound is first done by listening the sound directly as a subjective testing. Secondly, to evaluate the synthesized sound objectively with an engineering sense, we compare the synthesized sound with an original one in a time domain and a frequency domain.

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A Study on an Operational Optimization Algorithm of Software Basic Education (소프트웨어 기초 교육의 최적 운영 알고리즘에 관한 연구)

  • Goo, Eun-Hee;Woo, Chan-Il
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.587-592
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    • 2019
  • The importance of software technologies is becoming more prominent because of the competition to secure a competitive edge in software, which has been intensified since the emergence of smartphones and IoT. Thus, to assure the initiative in the global software industry and to foster superior human resources, there is a growing need for outstanding software development professionals. This paper analyzes the factors that affect the basic perception of software, the need for software development, and the enhancement of software coding ability based on a compulsory software class, which aims to increase the workforce of the converged software industry. The analysis shows that among other technical practices to enhance coding ability, learner-centered technical contents showed the most positive effect regarding the recognition and motive of development and are an essential factor in improving coding skills. The findings indicate that the need for program development and active involvement in the development of the program are the most important factors in improving the practical ability. The analysis presents meaningful results by suggesting a methodology for improving software development capabilities.