Intelligent Systems Modeling and Simulation II : Machine Learning, Neural Networks, Efficient Numerical Algorithm and Statistical Methods /

This book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branche...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Abdul Karim, Samsul Ariffin (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:1st ed. 2022.
Series:Studies in Systems, Decision and Control, 444
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:This book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branches. Nowadays, most industries are using IR4.0 in their product development as well as to refine their products. These include simulation on oil rig drilling, big data analytics on consumer analytics, fastest algorithm for large-scale numerical simulations and many more. These will save millions of dollar in the operating costs. Without any doubt, mathematics, statistics and computing are well blended to form an intelligent system for simulation and modeling. Motivated by this rapid development, in this book, a total of 41 chapters are contributed by the respective experts. The main scope of the book is to develop a new system of modeling and simulations based on machine learning, neural networks, efficient numerical algorithm and statistical methods. This book is highly suitable for postgraduate students, researchers as well as scientists that have interest in intelligent numerical modeling and simulations.
Physical Description:1 online resource (XXIII, 695 pages 259 illustrations, 233 illustrations in color)
ISBN:9783031040283
ISSN:2198-4190 ;
DOI:10.1007/978-3-031-04028-3