Optimization of Sustainable Enzymes Production: Artificial Intelligence and Machine Learning Techniques
暫譯: 可持續酶生產的優化：人工智慧與機器學習技術

本書提供了一種系統化的方法來分析基於群體的進化和自然啟發的搜尋演算法。本書介紹了機器學習的各種應用的最新研究，並討論了優化技術以解決現實生活中的問題。

Dr. J. Satya Eswari has been an assistant professor for more than 8 years at the Biotechnology Department of the National Institute of Technology (NIT), Raipur, India. She did her M.Tech in Biotechnology at the Indian Institute of Technology (IIT) Kharagpur and a Ph.D. at the IIT, Hyderabad, India. During her research career, she worked as a Scientist (Woman Scientist - Department of Science and Technology (DST)) in the Indian Institute of Chemical Technology (IICT), Hyderabad. She has published more than 60 SCI/Scopus research papers, 6 books, a few book chapters, and 40 international conference proceedings. Her research contributions have received wide global citations. She completed one DST woman scientist project (22 lakhs) and is currently handling one DST-Early career research project (43 lakhs) and one CCOST (4 lakhs). She has more than 7 years of teaching experience and 3 years of research experience. Dr. Eswari has been a guest editor for the Indian Journal of Biochemistry and Biophysics (SCI) and the Journal of Chemical Technology and Biotechnology. She has rigorously pursued her research in the areas of Environmental bioremediation, wastewater treatment, bioprocess, and product development and bioinformatics. She gained pioneering expertise in the application of mathematical and engineering tools to Biotechnological processes. She has received the IEI Young Engineer award, the Outstanding Woman by Venus International award, and the DK Best Faculty award. Dr. Eswari has already guided three Ph.D. students and is currently guiding three other Ph.D. students.

Dr. Nisha Suryawanshi is currently working as a guest faculty in the Department of Zoology at Government Arts and Commerce College, Sagar, Madhya Pradesh, India. She completed her Bachelor of Science (B.Sc.) in Biotechnology (Honours) from Guru Ghasidas Central University Bilaspur (Chhattisgarh, India), her Masters of Science (M.Sc.) in Biotechnology from Dr. Hari Singh Gour Central University, Sagar (Madhya Pradesh). She received a Doctor of Philosophy from the Department of Biotechnology, National Institute of Technology, Raipur (Chhattisgarh, India). She has ten publications in her research area in peer-reviewed SCI journals. During her Ph.D., she worked in the area of bioprocess and product development. She also has qualified national-level examinations CSIR-NET-JRF (Life science), GATE (Biotechnology), ICAR-NET (Agriculture Biotechnology), and the state-level examination MPSET.

J. Satya Eswari 博士在印度拉伊普爾國立技術學院（NIT）生物技術系擔任助理教授已有超過8年。她在印度理工學院（IIT）卡哈爾古爾獲得生物技術碩士學位，並在印度海得拉巴的IIT獲得博士學位。在她的研究生涯中，她曾在印度化學技術研究所（IICT）擔任科學家（女性科學家 - 科學與技術部（DST））。她已發表超過60篇SCI/Scopus研究論文、6本書籍、幾篇書章以及40篇國際會議論文。她的研究貢獻獲得了廣泛的全球引用。她完成了一個DST女性科學家項目（220萬盧比），目前正在處理一個DST早期職業研究項目（430萬盧比）和一個CCOST項目（40萬盧比）。她擁有超過7年的教學經驗和3年的研究經驗。Eswari博士曾擔任印度生物化學與生物物理學期刊（SCI）和化學技術與生物技術期刊的客座編輯。她在環境生物修復、廢水處理、生物過程、產品開發和生物信息學等領域進行了深入的研究。她在將數學和工程工具應用於生物技術過程方面獲得了開創性的專業知識。她獲得了IEI青年工程師獎、Venus International傑出女性獎和DK最佳教師獎。Eswari博士已指導三名博士生，並目前正在指導另外三名博士生。

Nisha Suryawanshi 博士目前在印度中央邦薩加爾的政府藝術與商業學院動物學系擔任客座教師。她在印度恰蒂斯加爾的古魯·加西達斯中央大學獲得生物技術（榮譽）理學士學位，並在中央邦的哈里·辛格·古爾中央大學獲得生物技術碩士學位。她在拉伊普爾國立技術學院的生物技術系獲得哲學博士學位。她在同行評審的SCI期刊上發表了十篇與其研究領域相關的論文。在攻讀博士學位期間，她專注於生物過程和產品開發領域。她還通過了國家級考試CSIR-NET-JRF（生命科學）、GATE（生物技術）、ICAR-NET（農業生物技術）以及州級考試MPSET。