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Chen Yi; Li Yun. Computational Intelligence Assisted Design: In Industrial Revolution 4.0
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Chapman and Hall/CRC, 2018 — 527 p. — ISBN: 9781498760669Computational 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 modeling 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.
In the era of artificial intelligence and Industry 4.0 (i4), this book is an enthusiastic celebration of many computational intelligence (CI) algorithms and applications,especially those which are of relevance in Science, Technology, Engineering and Mathematics (STEM). It is also a tribute to researchers who are involved in the studyand synthesis of Nature-inspired computation. Also, herein are included innumerable historical vignettes that interweave CI algorithms, design approaches and STEM applications in an appealing manner. Although the emphasis of this work is on selected evolutionary algorithms,it contains much that will be of interest to those outside, indeed to anyone, with a fascination for the world of smart design and CI-assisted creativity. The authors have selected well over 10 multi-disciplinary applications as the key subjects of their essays. Although these represent only a small section of the world of CI-related applications, they amply illustrate what has evolved may help advance i4.
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.
In the era of artificial intelligence and Industry 4.0 (i4), this book is an enthusiastic celebration of many computational intelligence (CI) algorithms and applications,especially those which are of relevance in Science, Technology, Engineering and Mathematics (STEM). It is also a tribute to researchers who are involved in the studyand synthesis of Nature-inspired computation. Also, herein are included innumerable historical vignettes that interweave CI algorithms, design approaches and STEM applications in an appealing manner. Although the emphasis of this work is on selected evolutionary algorithms,it contains much that will be of interest to those outside, indeed to anyone, with a fascination for the world of smart design and CI-assisted creativity. The authors have selected well over 10 multi-disciplinary applications as the key subjects of their essays. Although these represent only a small section of the world of CI-related applications, they amply illustrate what has evolved may help advance i4.
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