Frontiers in Genetics Algorithm Theory and Applications
暫譯: 遺傳演算法理論與應用的前沿

本書回顧了遺傳演算法（GA）在理論和應用方面的最新進展。該書由五個部分組成；第一部分涉及GA理論的進展章節。第二部分關注於健康、社會和經濟的應用。第三部分專注於電力系統的應用，第四部分則探討GA在電動車產業中的應用。最後，第五部分包括在信號和影像處理中的應用。

Mahdi Khosravy was born in Birjand city, Iran, 1979. He received BSc. in Electrical Engineering (bio-electric) from Sahand University of Technology, Tabriz, Iran, and MSc. in Biomedical Engineering (bio-electric) from Beheshti University of Medical Studies, Tehran, Iran. Mahdi received his Ph.D. in the field of Information Technology from University of the Ryukyus, Okinawa, Japan. He was awarded by the head of University for his excellence in research activities. To grow his international experience in education and research, in September 2010, he joined University of Information Science and Technology (UIST), Ohrid, Macedonia, in the capacity of assistant professor. In 2016, he established a journal in information technology (ejist.uist.edu.mk) in UIST as currently hold its executive editorship. UIST professorship helped him a lot to extend his international collaborations. In July 2017, he became an associate professor. August 2018 he joined the Energy lab in University of the Ryukyus, Japan as a Visiting Researcher, and from April 2018 to September 2019, he was jointly a visiting associate professor in Electrical Engineering Department, Federal Universit of Juiz de For a in Brazil. From October 2019 to 2021 he was Specially Appointed Researcher in Osaka University. Since 2021, he is a senior research scientist in Cross Labs, Cross Compass Ltd., Tokyo, Japan. Dr. Khosravy is a member of IEEE.

Neeraj Gupta is Sr. Scientist at Kevadia Inc. Michigan, USA in the department of Kevadia Intelligence. where he is playing an instrumental role and lead in design and development of automated Deep learning platform to build edge enabled AI automatically for given data, without involving any expert (end-to-end digital expert). Prior to his industrial joining he served Oakland University, Rochester, Michigan in the Department of Computer Science and Engineering from 2017 to 2022, as Assistant professor, and Teaching & research staff. In addition to his academic service, Dr. Gupta was an Assistant. Professor at University for Information Science and Technology, "St. Paul the Apostle '', Ohrid, Macedonia from 2014 to 2017. He received his Ph.D. from Indian Institute of Technology Kanpur, India in 2013 and geared up his carrier in Indian Institute of Technology Jodhpur, India as Postdoctoral Fellow and Guest Faculty until 2014. His research interests include Edge Enabled Deep Learning, Deep Learning, Computational Intelligence, Visual Computing, Evolutionary Computing, and Big Data Analytics.

Olaf Witkowski is a leading expert in AI and Artificial Life. He is the Founding Director of Cross Labs, a research institute in Japan, focusing on the study of intelligence in biological and synthetic systems. He is the President of the Board of Directors of the International Society for Artificial Life, Executive Officer at leading AI company Cross Compass, and External Lecturer at the University of Tokyo. He has cofounded multiple ventures in science and technology on three continents, including YHouse Inc. (nonprofit institute on the emergence of consciousness) and the Center for the Study of Apparent Selves (focusing on the ethics of agents). His research focuses on empathic, open-ended, collective, and hybrid AI built from a mathematical understanding of intelligence in any substrate.

Mahdi Khosravy 於1979年出生於伊朗的比爾詹德市。他在伊朗塔布里茲的薩漢德科技大學獲得電機工程（生物電）學士學位，並在伊朗德黑蘭的貝赫什提醫學研究大學獲得生物醫學工程（生物電）碩士學位。Mahdi 在日本沖繩的琉球大學獲得資訊科技領域的博士學位。他因在研究活動中的卓越表現而獲得大學校長的獎勵。為了增強他的國際教育和研究經驗，2010年9月，他以助理教授的身份加入馬其頓的資訊科學與技術大學（UIST）。在2016年，他在UIST創立了一本資訊科技期刊（ejist.uist.edu.mk），並目前擔任其執行編輯。UIST的教授職位幫助他擴展了國際合作。2017年7月，他晉升為副教授。2018年8月，他作為訪問研究員加入日本琉球大學的能源實驗室，並在2018年4月至2019年9月期間，擔任巴西朱伊斯德福拉聯邦大學電機工程系的訪問副教授。從2019年10月到2021年，他是大阪大學的特別任命研究員。自2021年以來，他是日本東京Cross Compass Ltd.的高級研究科學家。Khosravy博士是IEEE的成員。

Neeraj Gupta 是美國密西根州Kevadia Inc.的高級科學家，任職於Kevadia Intelligence部門，他在設計和開發自動化深度學習平台方面發揮了重要作用，該平台能夠自動為給定數據構建邊緣啟用的AI，而無需任何專家介入（端到端數位專家）。在進入業界之前，他於2017年至2022年在密西根州羅徹斯特的奧克蘭大學計算機科學與工程系擔任助理教授及教學與研究人員。除了學術服務外，Gupta博士於2014年至2017年擔任馬其頓奧赫里德的資訊科學與技術大學「聖保羅使徒」的助理教授。他於2013年在印度坎普爾的印度理工學院獲得博士學位，並在2014年前擔任印度喬德布爾的印度理工學院的博士後研究員及客座教員。他的研究興趣包括邊緣啟用的深度學習、深度學習、計算智能、視覺計算、演化計算和大數據分析。

Olaf Witkowski 是人工智慧和人工生命的領先專家。他是位於日本的Cross Labs研究所的創始主任，該研究所專注於生物和合成系統中智慧的研究。他是國際人工生命學會董事會的主席，並擔任領先AI公司Cross Compass的執行官，以及東京大學的外部講師。他在三大洲共同創辦了多個科學和技術的企業，包括YHouse Inc.（關於意識出現的非營利機構）和顯性自我的研究中心（專注於代理人的倫理）。他的研究重點是基於對任何基質中智慧的數學理解，構建同理心、開放式、集體和混合的AI。