An Integrated Approach to Modeling and Optimization in Engineering and Science
暫譯: 工程與科學中的建模與優化綜合方法
Savran, Melih, Aydin, Levent
- 出版商: CRC
- 出版日期: 2024-12-30
- 售價: $3,630
- 貴賓價: 9.5 折 $3,449
- 語言: 英文
- 頁數: 329
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 103278279X
- ISBN-13: 9781032782799
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商品描述
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.
商品描述(中文翻譯)
《工程與科學中的整合建模與優化方法》探討了實驗設計、數學建模和優化過程對解決各種不同問題的影響。使用了實驗設計方法、中央合成法、全因子法、田口法、Box-Behnken法和D-最佳法，並研究了這些方法所獲得的數據集對數學建模的影響。
本書將幫助研究生和高年級本科生在實驗設計、建模、優化及跨學科工程研究的課程中學習。對於從事設計、建模和優化的科學機構中的研究與開發工程師及專業人士，本書也將引起他們的興趣。
作者簡介
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.
作者簡介(中文翻譯)
梅利赫·薩夫蘭於2013年在馬尼薩·賈拉爾·巴亞爾大學獲得機械工程學士學位。他於2017年和2023年在伊茲密爾·卡提普·切萊比大學獲得機械工程碩士和博士學位。目前他繼續在該大學擔任研究員。他的研究領域包括固體力學、設計與數學建模、機器學習、隨機優化以及混合天然/合成複合材料。他在隨機優化和工程建模方面有國際出版物，包括書籍章節、期刊文章和會議論文。
勒文特·艾丁是伊茲密爾·卡提普·切萊比大學的機械工程副教授。他於2011年在伊茲密爾科技大學獲得機械工程博士學位。他的主要研究興趣包括隨機優化、固體力學、生物複合材料、生物感測器、高級工程數學、混合神經回歸和人工智慧建模。艾丁博士在隨機優化和工程建模方面撰寫了超過100篇國際出版物，包括書籍章節、期刊文章和會議論文。他也是許多國際工程公司工業研究與開發項目的顧問。艾丁博士是優化、建模與應用數學研究小組（OMA-RG）的創始人。他是《使用隨機優化方法設計工程結構》、《生物電化學介面工程》、《混合天然纖維複合材料》、《植物纖維複合材料及其技術應用》和《纖維增強複合材料的纖維技術》的編輯或作者。
