An Integrated Approach to Modeling and Optimization in Engineering and Science

An Integrated Approach to Modeling and Optimization in Engineering and Science

An Integrated Approach to Modeling and Optimization in Engineering and Science

Author: by Melih Savran (Author), Levent Aydin (Author)

Publisher finelybook 出版社:‏ ‎ CRC Press

Edition 版次:‏ ‎ 1st edition

Publication Date 出版日期:‏ ‎ 2024-12-30

Language 语言: ‎ English

Print Length 页数: ‎ 329 pages

ISBN-10: ‎ 103278279X

ISBN-13: ‎ 9781032782799


Book Description
By finelybook

An Integrated Approach to Modeling and Optimization in Engineering and Science examines the effects of experimental design, mathematical modeling, and optimization processes for solving many different problems. The Experimental Design Method, Central Composite, Full Factorial, Taguchi, Box-Behnken, and D-Optimal methods are used, and the effects of the datasets obtained by these methods on mathematical modeling are investigated.

This book will help graduates and senior undergraduates in courses on experimental design, modeling, optimization, and interdisciplinary engineering studies. It will also be of interest to research and development engineers and professionals working in scientific institutions based on design, modeling, and optimization.

About the Author

Melih Savran earned a BS degree in mechanical engineering at Manisa Celal Bayar University in 2013. He earned MS and PhD degrees in mechanical engineering at İzmir Katip Çelebi University in 2017 and 2023, respectively. He continues to work as a researcher at the same university. His research areas include mechanics of solids, design and mathematical modeling, machine learning, stochastic optimization, and hybrid natural/synthetic composites. He has international publications on stochastic optimization and modeling in engineering, including book chapters, journal articles, and conference papers.

Levent Aydin is an Associate Professor of Mechanical Engineering at İzmir Katip Çelebi University. He earned a PhD degree in mechanical engineering at İzmir Institute of Technology in 2011. His main research interests are stochastic optimization, mechanics of solids, biocomposites, biosensors, advanced engineering mathematics, hybrid neuro regression, and artificial intelligence modeling. Dr. Aydin has written more than 100 international publications on stochastic optimization and modeling in engineering, including book chapters, journal articles, and conference papers. He is also a consultant for many industrial research and development projects of international engineering firms. Dr. Aydin is the founder of the Optimization, Modeling and Applied Math Research Group (OMA-RG). He is the editor or author of Designing Engineering Structures Using Stochastic Optimization Methods, Bioelectrochemical Interface Engineering, Hybrid Natural Fiber Composites, Vegetable Fiber Composites and Their Technological Applications, and Fiber Technology for Fiber-Reinforced Composites.

Amazon Page

相关文件下载地址

Formats: PDF, EPUB | 18 MB | 2024-11-13
下载地址 Download解决验证以访问链接!
打赏
未经允许不得转载:finelybook » An Integrated Approach to Modeling and Optimization in Engineering and Science

评论 抢沙发

觉得文章有用就打赏一下

您的打赏,我们将继续给力更多优质内容

支付宝扫一扫

微信扫一扫