Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science

Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science

English | PDF,EPUB | 2021 | 408 Pages | ISBN : 3030746399 | 61.9 MB

Intended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly practical guidelines, and state-of-the-art techniques. New algorithms are carefully explained, further elaborated with pseudocode or flowcharts, and full working source code is made freely available.
This is followed by a presentation of a variety of data-driven single- and multi-objective optimization algorithms that seamlessly integrate modern machine learning such as deep learning and transfer learning with evolutionary and swarm optimization algorithms. Applications of data-driven optimization ranging from aerodynamic design, optimization of industrial processes, to deep neural architecture search are included.

Download:

http://longfiles.com/y8g2m9hmf4lk/3030746399.pdf.html

[Fast Download] Data-Driven Evolutionary Optimization: Integrating Evolutionary Computation, Machine Learning and Data Science


Related eBooks:
Digital Interaction and Machine Intelligence
Advances in Human Factors in Robots, Unmanned Systems and Cybersecurity
Learn Critical Computer Programming Concepts: Three books in one with code examples and hands-on pro
Data Analyst : Careers in Data Analysis
Social Big Data Analytics: Practices, Techniques, and Applications
MICROSOFT ACCESS & EXCEL FOR BEGINNERS & POWER USERS
Oracle SQL: Jumpstart with Examples
Research in Computational Molecular Biology
SQL Server Tuning
Manufacturing Performance Management using SAP OEE
MySQL MADE EASY: A beginners handbook to easily learn MySQL.
Getting Started with NoSQL
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.