Data Driven Evolutionary Modeling in Materials Technology is popular PDF and ePub book, written by Nirupam Chakraborti in 2022-09-15, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Data Driven Evolutionary Modeling in Materials Technology can be Read Online from any device for your convenience.
Data Driven Evolutionary Modeling in Materials Technology Book PDF Summary
Due to efficacy and optimization potential of genetic and evolutionary algorithms, they are used in learning and modeling especially with the advent of big data related problems. This book presents the algorithms and strategies specifically associated with pertinent issues in materials science domain. It discusses the procedures for evolutionary multi-objective optimization of objective functions created through these procedures and introduces available codes. Recent applications ranging from primary metal production to materials design are covered. It also describes hybrid modeling strategy, and other common modeling and simulation strategies like molecular dynamics, cellular automata etc. Features: Focuses on data-driven evolutionary modeling and optimization, including evolutionary deep learning. Include details on both algorithms and their applications in materials science and technology. Discusses hybrid data-driven modeling that couples evolutionary algorithms with generic computing strategies. Thoroughly discusses applications of pertinent strategies in metallurgy and materials. Provides overview of the major single and multi-objective evolutionary algorithms. This book aims at Researchers, Professionals, and Graduate students in Materials Science, Data-Driven Engineering, Metallurgical Engineering, Computational Materials Science, Structural Materials, and Functional Materials.
Detail Book of Data Driven Evolutionary Modeling in Materials Technology PDF
- Author : Nirupam Chakraborti
- Release : 15 September 2022
- Publisher : CRC Press
- ISBN : 9781000635867
- Genre : Technology & Engineering
- Total Page : 507 pages
- Language : English
- PDF File Size : 20,5 Mb
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