團(tuán)隊(duì)負(fù)責(zé)人鄭金華教授(左一)
智能優(yōu)化算法是模擬生物的自然選擇與進(jìn)化的隨機(jī)搜索算法，常用于解決科學(xué)與工程中的多目標(biāo)優(yōu)化問(wèn)題。湘潭大學(xué)“智能優(yōu)化與信息處理”研究團(tuán)隊(duì)由鄭金華教授牽頭組建，成員包括楊圣祥教授、姜新文教授、鄒娟副教授、周維副教授、唐歡容副教授、何春梅副教授、葉松濤博士、匡林愛(ài)博士、范朝冬博士、王求真等老師，以及50余名在讀博士/碩士研究生、本科生等。
團(tuán)隊(duì)以智能優(yōu)化方法的研究為基礎(chǔ)，進(jìn)而開(kāi)展智能優(yōu)化方法應(yīng)用研究，主要包括多目標(biāo)進(jìn)化優(yōu)化方法、計(jì)算智能與圖像處理、生物信息處理、人體動(dòng)作識(shí)別與數(shù)據(jù)挖掘、協(xié)作及多機(jī)器人等。團(tuán)隊(duì)目前在研課題包括國(guó)家自然科學(xué)基金項(xiàng)目6項(xiàng)、省部級(jí)項(xiàng)目18項(xiàng)，以及與國(guó)家氣象局、Keep、企業(yè)深度合作的橫向項(xiàng)目20余項(xiàng)。近幾年，團(tuán)隊(duì)出版《多目標(biāo)進(jìn)化算法及其應(yīng)用》《多目標(biāo)進(jìn)化優(yōu)化》等專(zhuān)著，在IEEE Transactions on Evolutionary Computation、Evolutionary Computation以及《計(jì)算機(jī)學(xué)報(bào)》等發(fā)表學(xué)術(shù)論文300余篇，其中SCI、EI論文100余篇，申請(qǐng)發(fā)明專(zhuān)利20余項(xiàng)、授權(quán)8項(xiàng)，獲湖南省自然科學(xué)二等獎(jiǎng)1項(xiàng)、科技進(jìn)步三等獎(jiǎng)1項(xiàng)。團(tuán)隊(duì)非常注重學(xué)生的國(guó)際化培養(yǎng)，近五年推薦了10余名畢業(yè)研究生前往美國(guó)、加拿大、英國(guó)、澳大利亞、香港的知名高校繼續(xù)攻讀全額獎(jiǎng)學(xué)金博士研究生，團(tuán)隊(duì)每年都資助多名學(xué)生赴國(guó)外參加國(guó)際學(xué)術(shù)會(huì)議。
團(tuán)隊(duì)負(fù)責(zé)人鄭金華教授是湘潭大學(xué)信息工程學(xué)院博士生導(dǎo)師，湘潭大學(xué)“進(jìn)化計(jì)算研究中心”負(fù)責(zé)人，享受?chē)?guó)務(wù)院特殊津貼專(zhuān)家。主要從事進(jìn)化優(yōu)化方法和技術(shù)的研究，以第一完成人獲得湖南省自然科學(xué)二等獎(jiǎng)1項(xiàng)，先后主持完成各級(jí)各類(lèi)科研項(xiàng)目共15項(xiàng)（其中包括國(guó)家自然科學(xué)基金項(xiàng)目4項(xiàng)）。在國(guó)內(nèi)外計(jì)算機(jī)學(xué)科權(quán)威刊物和進(jìn)化計(jì)算領(lǐng)域頂級(jí)國(guó)際會(huì)議上發(fā)表高質(zhì)量論文170余篇；在科學(xué)出版社出版學(xué)術(shù)專(zhuān)著2部；獲國(guó)家版權(quán)局計(jì)算機(jī)軟件著作權(quán)登記證書(shū)4個(gè)。
Research Team for “Intelligent Optimization and Information Processing” of Xiangtan University
Intelligent optimization algorithm is a stochastic search algorithm that simulates the natural selection and evolution of organisms and often used to solve multi-objective optimization problems in science and engineering. The members of Intelligent Optimization and Information Processing research laboratory is led by Professor JinhuaZheng and Professor Shengxiang Yang (Furong Scholar), Professor Xinwen Jiang, Associate Professor Juan Zou, Associate Professor Wei Zhou, Associate Professor Huanrong Tang, Associate Professor Chunmei He, Dr. Songtao Ye, Dr. LinaiKuang, Dr. Chaodong Fan，Teacher Qiuzhen Wang and other teachers, as well as more than 50 doctoral students, postgraduate students and undergraduates are included.
Based on the research of intelligent optimization method, the team further carried out the application research about it, including multi-objective evolutionary optimization method, computational intelligence and image processing, biological information processing, human motion recognition and data mining, collaboration and multi-robot, etc. At present, the team is currently hosting 6 projects funded by the national natural science foundation of China, 18 projects funded by the provincial and ministerial level, and more than 20 horizontal projects in deep cooperation with the national meteorological administration or enterprises, like Keep and so on. In recent years, the team has 2 published books, named “Multiobjective Evolutionary Algorithm and Application” and “Multiobjective Evolutionary Optimization”, more than 300 academic papers, including more than 100 SCI and EI papers published on IEEE Transactions on Evolutionary Computation、Evolutionary Computation and computer journal, applied for more than 20 invention patents and 8 authorization, won one second prize in natural science of Hunan province and one third prize in scientific and technological progress. The team attaches great importance to the international cultivation of students. In the past five years, it has recommended more than 10 graduates to continue to study for full scholarship PhDs in famous universities in the United States, Canada, Britain, Australia and Hong Kong. Every year, the team supports many students to attend international academic conferences abroad.
Professor JinhuaZheng was born in December 1963 and received the Ph.D. degree in control theory and control engineering from Central South University in 2000. He is a doctoral supervisor and a member of the academic committee of "Intelligent Optimization and Information Processing" key laboratory of the ministry of education of Xiangtan University and the head of its evolutionary computing research center. As a result of his outstanding contributions in scientific research, discipline construction, talent training and grass-roots service, he was selected as the candidate to enjoy the special allowance of the state council in 2016. Professor Zheng is mainly engaged in the research of evolutionary optimization methods and techniques, and has obtained fruitful research results. He won the second prize of natural science of Hunan province as the first accomplice, and presided over and completed 15 scientific research projects of all levels and types successively (including 4 projects of national natural science foundation of China). Professor Zheng has published more than 170 high-quality papers in authoritative journals of computer science and top international conferences in the field of evolutionary computing at home and abroad. He published two academic monographs in science press, which the earliest monograph "multi-objective evolutionary algorithm and its application" has been cited more than 200 times by Tsinghua university in China, and four application software developed by the national copyright administration have obtained the computer software copyright registration certificate.
