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Intelligent Systems Modeling and Simulation II
Machine Learning, Neural Networks, Efficient Numerical Algorithm and Statistical Methods
Introduction
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 algorithms that appear in many sciences and engineering branches.
Current Industry Applications
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 algorithms for large-scale numerical simulations, and many more. These will save millions of dollars in operating costs.
Mathematical Foundations
Without any doubt, mathematics, statistics, and computing are well blended to form an intelligent system for simulation and modeling.
About the Book
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 algorithms, and statistical methods.
Intended Audience
This book is highly suitable for postgraduate students, researchers, as well as scientists that have interest in intelligent numerical modeling and simulations.
