Computational Science and its Applications

This new volume explores the overlapping behavior of some aspects of computational science, focusing on the intersection of computing hardware, algorithms, mathematics, and data management components. The chapters discuss the various application areas of the computational science techniques such as artificial intelligence, machine learning, data science, quantum computing, image processing, evolutionary algorithms, process simulation, deep learning, big data analysis, etc. Cover Half Title Title Page Copyright Page About the Editors Table of Contents Contributors Abbreviations Preface Chapter 1: Artificial Intelligence Chapter 2: Machine Learning Chapter 3: Data Science Chapter 4: Quantum Computing Chapter 5: Image Processing Chapter 6: Evolutionary Algorithms Chapter 7: Process Simulation Chapter 8: Need for Deep Learning Chapter 9: Computational Intelligence for Big Data Analysis Chapter 10: Hybridization of Computational Intelligent Algorithms Index