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Fuzzy-AI Model and Big Data Exploration: A Methodological Philosophy in Solving Problems in Digital Era de Shaopei Lin

Fuzzy-AI Model and Big Data Exploration: A Methodological Philosophy in Solving Problems in Digital Era

Autor Shaopei Lin
en Limba Engleză Hardback – 22 sep 2022
Based on the idea of a universal rule for problem solving, the book suggests that the “System-Fuzzy Approach (SFA)” Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings’ impressively flexible problem-solving skills.
 
Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of  Engineering, Economics, Sociology, Managerial Science, Project Management etc.
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Specificații

ISBN-13: 9783662563373
ISBN-10: 3662563371
Pagini: 300
Ilustrații: XVII, 342 p. 104 illus., 19 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.68 kg
Ediția:1st ed. 2022
Editura: Springer Berlin, Heidelberg
Colecția Springer
Locul publicării:Berlin, Heidelberg, Germany

Cuprins

Introduction.- Fuzzy-AI Model.- Theoretical Adaptability of Fuzzy Approach.- Fuzzy Machine Learning Method.- Fuzzy Reasoning Method for Comprehensive Evaluation.- Fuzzy-AI Optimization for Complex System.- Fuzzy-AI Model for Decision Making.- Fuzzy-AI Model for Project Risk Management.- “Fuzz-AI” Model in Design.- “Fuzzy-AI” Model in System Reliability.- Conclusive Remarks.

Textul de pe ultima copertă

Based on the idea of a universal rule for problem solving, the book suggests that the “System-Fuzzy Approach (SFA)” Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings’ impressively flexible problem-solving skills.
 
Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of  Engineering, Economics, Sociology, Managerial Science, Project Management etc.

Caracteristici

First book for problems solving in complicated problems with an universal project management tool
Offers solving strategy for different sorts of complicated problems
Provides examples in different nature which can be used as a quick reference for specific problems solving

Notă biografică

Prof. Shaopei Lin is Fellow of ICE and Royal Chartered Engineer, U.K.. He has been the board director of PMI Global Accreditation Center, USA and Chairman of PMI-GAC China regional Center. Executive Director, ICE (Institution of Civil Engineers, U. K.) China Education and Training Center. He serves as a professor in Shanghai Jiao Tong University, China since 1986, devoted to the teaching and research in engineering and management; he devotes himself as the consulting work for more than 50 years. In 1990s, he has been research professor in Cornell University, USA and Hog Kong University. For his contribution in project management education and practice in China, he obtained Life-Long Achievement Award issued by PMI China in 2012. Prof. Lin has authored ten books including four published by Springer and near about two hundreds of papers, edited around dozen of Proceedings and special volumes in Engineering and Management the world over.
Dr. Guohua Zhao is currently vice president of Shanghai Jiao Tong University Design and Research Institute(SJTUDRI) & President of Urban Development Comprehensive Design and Research Institute(UDCDRI). He obtained Doctor of Business Administration from Otago University, New Zealand and is currently a Senior Engineer, Researcher of Shanghai Jiao Tong University Public-Private Partnership Research Center, PPP Expert of National Development and Reform Commission, Expert of Science and Technology Commission of Shanghai Municipal Housing and Urban-Rural Construction Administration Commission. Dr. Zhao is mainly engaged in the research of urban planning and economic development, especially in project management and PPP projects consultation works. He is keen in involving managing financial activities as the expert of quantitative management with uncertain approaches. He has 20 more years of project management and consulting experience and has been authored near 10 publications in this field.