Data-Driven Evolutionary Modeling in Materials Technology

By: Nirupam Chakraborti

Write A Review

Paperback | 8 October 2024 | Edition Number 1

At a Glance

Paperback
320 Pages

Dimensions(cm)
25.4 x 17.8 x 1.7

Paperback

$210.75

or 4 interest-free payments of $52.69 with

or

Ships in 15 to 25 business days

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.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.