Modern Optimization Techniques for Advanced Machining: Heuristic and Metaheuristic Techniques

先進製造透過電腦數值控制加工技術，是生產航空、汽車及工業應用中所需的機械元件的藝術，這些應用需要高度的精確度。本書專注於鋁合金的奈米加工及其優化。由於鋁合金具有輕量化與高強度的比率以及優異的抗腐蝕性，其在製造業中的應用已大幅增加。然而，鋁合金在加工和製造階段面臨一些挑戰，這些挑戰需要解決實際製造問題，以促進可持續生產過程中的先進加工操作。因此，有必要實施一般代數建模系統（GAMS）及其他元啟發式技術來解決問題，並有效地開發數學模型，以在奈米潤滑加工條件下進行高精度預測和優化。本書主要討論加工中的三個主要反應：表面粗糙度、切削力和材料去除率，這將為本科生、研究生、學術界的高級研究人員以及製造業的運營和戰略人員提供優秀的指導。

Engr. Dr. Okokpujie Imhade Princess _{MNSE, NIMechE} is Senior Lecturer/Researcher in Afe Babalola University, Ado-Ekiti. She obtained her Doctor of Philosophy (Ph.D.), from Covenant University in 2020. Her Ph.D. research focus is on Nano-lubricant in End-milling Machining Process for Advance Manufacturing. She has authored over one-hundred and fifty (150) scholarly scientific papers. Okokpujie is formally Chief Editor of Covenant Journal of Engineering Technology (CJET) and has served as Reviewer to many international journals and conferences. She is one of the top-rated researchers in her institution and has won numerous awards for her scholarly sagacity, which include Covenant University Chancellor's Exceptional Researcher of the year (won twice, 2018 and 2019 successively). Her research areas are design and production, advanced manufacturing such as machining, tool wear, vibration, nano-lubricant, energy systems, modeling, optimization, mechatronics, and a multi-disciplinary research. Recently, she was awarded the Global Excellence Stature Fellowship Grant Industry 4.0 2021 for advanced research in University of Johannesburg. Dr. Okokpujie is Registered Engineer with the Council for the Regulation of Engineering in Nigeria (COREN) and Corporate Member of the Nigeria Society of Engineers (MNSE). She is very passionate about the Girl Child's Education, committed to women development initiative, and offers quality mentorship to Young Researchers and Engineers'.

Lagouge is Full Professor in the Department of Mechanical Engineering at the University of Johannesburg. He received a Doctorate degree in mechanical engineering focusing on engineering optimization and thermo-acoustic technology and a master's degree in mechanical engineering focusing on mechanical vibration from Cape Peninsula University of Technology. He holds a bachelor's degree in electromechanical engineering from the University of Lubumbashi. Lagouge's primary research areas are engineering optimization, applied thermal engineering, electricity generation, and refrigeration using thermo-acoustic technology, artificial intelligence, and mechanical vibration.

工程博士 Okokpujie Imhade Princess _{MNSE, NIMechE} 是阿費·巴巴洛拉大學（Afe Babalola University, Ado-Ekiti）的高級講師/研究員。她於2020年在公約大學（Covenant University）獲得哲學博士（Ph.D.）學位。她的博士研究重點是針對先進製造的端銑加工過程中的奈米潤滑劑。她已發表超過一百五十篇（150）學術科學論文。Okokpujie 曾擔任公約工程技術期刊（Covenant Journal of Engineering Technology, CJET）的主編，並為多個國際期刊和會議擔任審稿人。她是其機構中評價最高的研究員之一，並因其學術智慧獲得多項獎項，包括公約大學校長特別研究員獎（連續兩次獲獎，2018年和2019年）。她的研究領域包括設計與生產、先進製造（如加工、工具磨損、振動、奈米潤滑劑、能源系統、建模、優化、機電一體化）以及多學科研究。最近，她因在約翰尼斯堡大學的先進研究而獲得2021年全球卓越地位獎學金（Global Excellence Stature Fellowship Grant Industry 4.0）。Okokpujie 博士是尼日利亞工程監管委員會（Council for the Regulation of Engineering in Nigeria, COREN）註冊工程師，並且是尼日利亞工程師協會（Nigeria Society of Engineers, MNSE）的企業會員。她對女孩教育充滿熱情，致力於女性發展倡議，並為年輕研究員和工程師提供優質的指導。

Lagouge 是約翰尼斯堡大學機械工程系的全職教授。他在機械工程領域獲得博士學位，專注於工程優化和熱聲技術，並在開普半島科技大學（Cape Peninsula University of Technology）獲得機械工程碩士學位，專注於機械振動。他擁有盧本巴希大學（University of Lubumbashi）的機電工程學士學位。Lagouge 的主要研究領域包括工程優化、應用熱工程、電力生成以及利用熱聲技術、人工智慧和機械振動的製冷技術。