Intelligent Algorithms (eBook, ePUB) von Han Huang; Zhifeng Hao

In this book, the latest achievements of the computation time analysis theory and practical applications of intelligent algorithms are set out. There are five chapters: (1) new method of intelligent algorithm computation time analysis; (2)Application of intelligent algorithms in computer vision; (3)Application of intelligent algorithms in logistics scheduling; (4)Application of intelligent algorithms in software testing; and (5) application of intelligent algorithm in multi-objective optimization. The content of each chapter is supported by papers published in top journals. The authors introdu...

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Seitennummerierung folgt dem gedruckten Werk
Mathematische Inhalte in MathML für assistive Technologien
Text und Medien in logischer Lesereihenfolge angeordnet
Navigierbarer Index mit direktem Zugriff auf Indexbegriffe
Navigierbares Inhaltsverzeichnis für direkten Zugriff auf Text und Medien
Keine Einschränkung der Vorlesefunktionen, außer bei spezifischen Ausnahmen

Dr. Huang is a professor and doctoral supervisor of the School of Software Engineering at South China University of Technology. He is currently serving as an associate editor of IEEE Transactions on Evolutionary Computation (IF: 14.3), Complex & Intelligent Systems (IF: 5.8) and IEEE Transactions on Emerging Topics in Computational Intelligence (IF: 5.3), and Director of Teaching Steering Committee for Software Engineering of Undergraduate Colleges and Universities in Guangdong Province. Prof. Huang has made great contributions to the scholarship on the theories and application of intelligent optimization algorithms. For example, he has proposed a time complexity analysis method of real-world evolutionary algorithms, algorithms for efficient and accurate image matting, a method for automated test case generation based on path coverage, etc. Prof. Huang has hosted more than twenty national and provincial projects. He has published two books, Theory and Practice of Intelligent algorithm and Theory, Methods and Tools for Time Complexity Analysis of Evolutionary Algorithm. He has also published more than 80 papers in IEEE TCYB, IEEE TETC, IEEE TSE, IEEE TEVC, IEEE TIP, IEEE TFS, and Science China, including ESI highly cited papers. As the first inventor, Prof. Huang has 47 invention patents granted in China and seven invention patents granted in the United States. He won China Patent Excellence Award and developed an association standard entitled "Standard for glass-box testing without source code as the first completer. Additionally, Prof. Huang pays attention to social services. Over the past five years, he has given more than 50 public lectures on science and technology for government offices, primary and secondary schools, CCF, YOCSEF, media, etc. He has been in charge of the development and release of six public software systems such as Unit Test Algorithm Platform unittestpc.com.cn, Automatic Structural Equation Modeling System autosem.net, Evolutionary Algorithm Time Complexity Analysis System eatimecomplexity.net, and Energy Storage Optimization System energystorage.autosem.net, which have provided free technical service and support for lots of researchers and engineers.

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