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Computational Science and Its Applications 🔍
Anupama Chadha & Sachin Sharma & Vasudha Arora Apple Academic Press, Incorporated, CRC Press (Unlimited), [S.l.], 2023
英语 [en] · PDF · 18.2MB · 2023 · 📘 非小说类图书 · 🚀/upload/zlib · Save
描述
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. Explores the overlapping behavior of some aspects of the computational intelligence, focusing on real-life applications. It discusses how computational science interacts with AI, machine learning, data science, quantum computing, image processing, evolutionary algorithms, process simulation, big data, and intelligent algorithms.
Cover 1
Half Title 2
Title Page 4
Copyright Page 5
About the Editors 6
Table of Contents 8
Contributors 10
Abbreviations 12
Preface 14
Chapter 1: Artificial Intelligence 16
Chapter 2: Machine Learning 28
Chapter 3: Data Science 58
Chapter 4: Quantum Computing 112
Chapter 5: Image Processing 132
Chapter 6: Evolutionary Algorithms 160
Chapter 7: Process Simulation 178
Chapter 8: Need for Deep Learning 194
Chapter 9: Computational Intelligence for Big Data Analysis 214
Chapter 10: Hybridization of Computational Intelligent Algorithms 246
Index 256
General,Computing
General Computing
备用文件名
zlib/Computers/Computer Science/Anupama Chadha & Sachin Sharma & Vasudha Arora/Computational Science and Its Applications_26824607.pdf
备选作者
Anupama Pankaj, Sachin Sharma, Vasudha Arora
备用版本
Canada - English Language, Canada
备用版本
2024
元数据中的注释
producers:
Adobe PDF Library 15.0
开源日期
2023-11-14
更多信息……
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