Data-Driven Global Optimization Methods and
Data-Driven Global Optimization Methods and Applications by Huachao Dong, Peng Wang, Jinglu Li
- Data-Driven Global Optimization Methods and Applications
- Huachao Dong, Peng Wang, Jinglu Li
- Page: 348
- Format: pdf, ePub, mobi, fb2
- ISBN: 9781041065753
- Publisher: CRC Press
Easy english audio books download Data-Driven Global Optimization Methods and Applications
This book presents recent advances in data-driven global optimization methods, combining theoretical foundations with real-world applications to address complex engineering optimization challenges. The book begins with an overview of the state of the art, key technologies and standard benchmark problems in the field. It then delves into several innovative approaches: space reduction-based, hybrid surrogate model-based and multi-surrogate model-based global optimization, followed by surrogate-assisted constrained global optimization, discrete global optimization and high-dimensional global optimization. These methods represent a variety of optimization techniques that excel in both optimization capability and efficiency, making them ideal choices for complex engineering optimization problems. Through benchmark test problems and real-world engineering applications, the book illustrates the practical implementation of these methods, linking established theories with cutting-edge research in industrial and engineering optimization. Both a professional book and an academic reference, this title will provide valuable insights for researchers, students, engineers and practitioners in a variety of fields, including optimization methods and algorithms, engineering design and manufacturing and artificial intelligence and machine learning.
Data Driven Optimization and Its Applications | Guide books
In this dissertation we look at four different problem areas with significant potential for innovation given the problems and opportunities posed by the .
Data-Driven Global Optimization Methods and Applications eBook .
Lisez « Data-Driven Global Optimization Methods and Applications » de Huachao Dong disponible chez Rakuten Kobo. This book presents recent advances in .
Data‐driven mathematical modeling and global optimization .
In this work we develop a novel modeling and global optimization-based planning formulation, which predicts product yields and properties .
Data-Driven Global Optimization Methods and Applications - Gandhi
This book presents recent advances in data-driven global optimization methods, combining theoretical foundations with real-world applications to address .
Global Self-Optimizing Control With Data-Driven Optimal Selection .
The proposed method promises a global SOC solution using dynamic operation data, for cost-effective and adaptive control structure optimization. Issue Section:.
0コメント