Frontiers in Genetics Algorithm Theory and Applications

本書回顧了遺傳演算法（GA）在理論和應用方面的最新進展。本書分為五個部分：第一部分介紹了GA理論的進展。第二部分涉及在健康、社會和經濟方面的應用。第三部分重點介紹了在電力系統中的應用，第四部分則關注GA在電動車行業的應用。最後，第五部分包括了在信號和圖像處理方面的應用。

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.

馬赫迪·霍斯拉維（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Sahand科技大學獲得了電氣工程（生物電學）學士學位，並在伊朗德黑克斯蒂醫學研究大學獲得了生物醫學工程（生物電學）碩士學位。馬赫迪在日本沖繩的琉球大學獲得了信息技術領域的博士學位，並因其在研究活動中的卓越表現而獲得了該大學校長的獎勵。為了擴大他在教育和研究方面的國際經驗，他於2010年9月加入了馬其頓奧赫里德的信息科學與技術大學（UIST）擔任助理教授。2016年，他在UIST建立了一本信息技術期刊（ejist.uist.edu.mk），並擔任其執行編輯。UIST的教授職位幫助他擴展了他的國際合作。2017年7月，他成為副教授。2018年8月，他作為訪問研究員加入了琉球大學能源實驗室，並從2018年4月到2019年9月，他還兼任巴西茹伊斯瓦爾聯邦大學電氣工程系的副教授。從2019年10月到2021年，他在大阪大學擔任特別任命研究員。自2021年起，他是日本東京Cross Compass有限公司Cross Labs的高級研究科學家。Khosravy博士是IEEE的成員。

尼拉吉·古普塔（Neeraj Gupta）是美國密歇根州凱瓦迪亞公司凱瓦迪亞情報部門的高級科學家。他在該部門中擔任關鍵角色，領導設計和開發自動化深度學習平台，以便根據給定的數據自動構建邊緣AI，而無需專家參與（端到端的數字專家）。在加入工業界之前，他在密歇根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和教學研究人員，任職時間為2017年至2022年。除了學術工作外，Gupta博士還曾在2014年至2017年間擔任馬其頓奧赫里德的信息科學與技術大學（“聖保羅使徒”）的助理教授。他於2013年從印度坎普爾的印度理工學院獲得博士學位，並在印度焦特布爾的印度理工學院擔任博士後研究員和客座教師。他的研究興趣包括邊緣AI、深度學習、計算智能、視覺計算、進化計算和大數據分析。

奧拉夫·維特科夫斯基（Olaf Witkowski）是人工智能和人工生命領域的領先專家。他是日本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能的研究。他是國際人工生命學會董事會主席，領先的人工智能公司Cross Compass的執行官，以及東京大學的外部講師。他在三大洲創辦了多個科學和技術企業，包括YHouse Inc.（意識出現的非營利研究所）和Apparent Selves研究中心（專注於代理人倫理學）。他的研究重點是基於對任何基質中智能的數學理解構建共情、開放、集體和混合的人工智能。