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" Computational intelligence assisted design in Industrial revolution 4.0 / "
Yi Chen, School of Engineering and Built Environment, Glasgow Caledonian University, Glasgow, UK, and Yun Li, Professor of Systems Engineering, University of Glasgow, Glasgow, UK.
| Document Type
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BL
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| Record Number
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852045
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| Main Entry
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Chen, Yi, (Professor of industrial design)
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| Title & Author
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Computational intelligence assisted design in Industrial revolution 4.0 /\ Yi Chen, School of Engineering and Built Environment, Glasgow Caledonian University, Glasgow, UK, and Yun Li, Professor of Systems Engineering, University of Glasgow, Glasgow, UK.
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| Publication Statement
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Boca Raton, FL :: CRC Press, Taylor & Francis Group,, [2018]
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| Page. NO
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1 online resource.
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| ISBN
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1315153173
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: 1351649213
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: 1498760678
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: 9781315153179
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: 9781351649216
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: 9781498760676
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149876066X
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9781498760669
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| Notes
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"A science publishers book."
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Chapter 1 Introduction -- chapter 2 Global Optimization and Evolutionary Search -- chapter 3 Artificial Neural Networks and Learning Systems -- chapter 4 Fuzzy Logic and Fuzzy Systems -- chapter 5 CIAD{u2014}Computational Intelligence Assisted Design -- chapter 6 Extra-Numerical Multi-Objective Optimization -- chapter 7 Swarm Intelligence -- chapter 8 Evolving Artificial Neural Networks in a Closed Loop -- chapter 9 Evolving Fuzzy Decision-Making Systems -- chapter 10 Performance Assessment and Metric Indices -- chapter 11 Adaptive Bathtub-Shaped Curve -- chapter 12 Terahertz Spectroscopic Analysis -- chapter 13 Evolving a Sliding Robust Fuzzy System -- chapter 14 Space Tether for Payload Orbital Transfer -- chapter 15 Structural Design for Heat Sinks -- chapter 16 Battery Capacity Prediction -- chapter 17 Parameter Determination for Fuel Cells -- chapter 18 CIAD Towards the Invention of a Microwave-Ignition Engine -- chapter 19 Control for Semi-Active Vehicle Suspension System -- chapter 20 Exchange Rate Modeling and Decision Support -- chapter 21 Quantitative Modeling of Electricity Consumption -- chapter 22 CIAD Gaming Support for Electricity Trading Decisions -- chapter 23 Dynamic Behavior of Rural Regions with CO2 Emission Estimation -- chapter 24 Spatial Analysis of Functional Region of Suburban-Rural Areas -- chapter 25 CIAD for Industry 4.0 Predictive Customization.
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| Abstract
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Computational Intelligence Assisted Design framework mobilises computational resources, makes use of multiple Computational Intelligence (CI) algorithms and reduces computational costs. This book provides examples of real-world applications of technology. Case studies have been used to show the integration of services, cloud, big data technology and space missions. It focuses on computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation.This book provides readers with wide-scale information on CI paradigms and algorithms, inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without difficulty through a few tested MATLAB source codes.
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| Subject
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Computational intelligence.
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Computer-aided engineering.
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Computational intelligence.
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Computer-aided engineering.
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| Subject
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TECHNOLOGY ENGINEERING / Engineering (General)
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TECHNOLOGY ENGINEERING / Reference
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| Subject
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Industrial revolution (Electronic resource)
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| Dewey Classification
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620/.0042028563
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| LC Classification
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TA345.C4834 2018
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| Added Entry
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Li, Yun,(Systems engineer)
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