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Application and Practice of Intelligent Algorithms in computer software design and Testing

Procedia computer Science 2024年 243卷 708-715页

作者： Yun Zhang Wuhan Polytechnic Wuhan Hubei 430074 China

With the rapid development of information technology, software has become a part of social life. However, for complex software systems, traditional design and testing methods face a series of problems such as low testing coverage and low efficiency. The main purpose of this article is to study the optimization of software design and testing processes using intelligent algorithms, in order to improve the quality and efficiency of software. This article established a real-time optimization and feedback adjustment mechanism during the software design and testing phase, enabling intelligent algorithms to respond promptly to the environment and requirements. Monitoring and control strategies were designed to ensure the algorithm runs stably for a long time. Test method 1 (traditional method) had 100 test cases, a total execution time of 1200 seconds, and an average execution time of 12 seconds per test case; test method 2 (Intelligent Algorithm Optimization) had 100 test cases, a total execution time of 800 seconds, and an average execution time of 8 seconds per test case. The research results of this article play a good promoting role in improving software testing coverage and software structure optimization, and also provide new ideas and methods for the promotion of intelligent algorithms in software engineering.

关键词： computer software design software Testing Intelligent Algorithms Average Execution Time

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Research on the Application of the Method of System Engineering in computer software design

Research on the Application of the Method of System Engineer...

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2017 7th ICEA International Conference on Information Science, Library Science and Social Sciences (ILS 2017)

作者： Hengni Ren College of Information and Engineering Shaanxi Institute of International Trade & Commerce

With the rapid development of computer technology, the computer has gradually become an indispensable part of people's lives. All kinds of programming language of computer have been mastered and used by more people, however, the function is more and more strong, the use is also very convenient, the process of the development of software has also become more complex, so the quality of the software is also very difficult to be guaranteed to a certain extent. And the method of system engineering is mainly aimed at the disadvantages and the solution to the problem in computer development software design. Because of its complexity, great attention must be paid to the application in computer software design. Because of the importance of this problem, at present, there are also many professional articles about the problem of the development of large software project. The purpose of this paper is to improve the quality and efficiency of computer software by studying the method of system engineering.

关键词： computer software design Method of system engineering Application Research

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Application of System Engineering Method in computer software design

Application of System Engineering Method in Computer Softwar...

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2018 4th World Conference on Control, Electronics and computer Engineering (WCCECE 2018)

作者： Fang Wang Liaoning Jianzhu Vocational College

With the rapid development of computer science and technology,the increasing popularity of computer applications,people need to grasp more and more computer programming languages;however,the stronger the software features,the more convenient they are,and the software development process will be more complicated,the quality of the software is more difficult to be *** present,there are related professional papers on the theory of large-scale software project *** analyzing the methods of system engineering and the design of computer software,this paper explores and studies how to utilize non-computer professionals in the design of small and medium-sized software projects systems engineering methods to improve the efficiency and quality of software design.

关键词： Application System Engineering Method computer software design

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METHODS OF POTENTIAL NETWORK TOPOLOGY DESCRIPTION

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INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 1983年第1期5卷 55-60页

作者： NAGDY, NM RUMPEL, D Duisburg University Bismarkstrasse Duisburg FRG

Power system topology evaluation starts from switch states and a comprehensive description of breakers, isolators, busbars, transformers, lines, etc., and their potential connections. For the latter task a variety of methods and application structures were developed especially in the context of the description of busbar-type substations. The paper establishes a frame of basic topology description methods and discusses applied and proposed methods in relation to that frame.

关键词： computer software design electric power systems mathematical models online systems

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The effect of music listening on work performance

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Psychology of Music 2005年第2期33卷 173-191页

作者： Lesiuk, Teresa University of Windsor Canada Department of Music Therapy University of Windsor Ont. Canada School of Music University of Windsor Windsor Ont. N9B 3P4 Canada

This study measured the effect of music listening on state positive affect, work quality and time-on-task of computer information systems developers. Effects of music on work performance, in this case, software design, may be explained by increases in state positive affect. Data from 56 (male = 41, female = 15) developers were obtained from four different Canadian software companies. Data were collected in the participants' actual work environments over five weeks. Results indicated that state positive affect and quality-of-work were lowest with no music, while time-on-task was longest when music was removed. Narrative responses revealed the value of music listening for positive mood change and enhanced perception on design while working. Evidence is provided of the presence of a learning curve in the use of music for positive mood alteration. Overall, the study contributes to the development of a model that aspires to elucidate music and workplace interactions;as well, it has implications for organizational practice. Copyright © 2005 Society for Education, Music and Psychology Research.

关键词： Affect computer software design Creativity Mood Music psychology Productivity Work stress

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