Recent Advances of Chimp Optimization Algorithm:Variants and Applications
作者机构：College of EngineeringAl Ain University112612Abu DhabiUnited Arab Emirates College of Computer Sciences and InformaticsAmman Arab UniversityAmman11953Jordan Computer Science DepartmentPrince Hussein Bin Abdullah Faculty for Information TechnologyAl Al-Bayt UniversityMafraq25113Jordan Hourani Center for Applied Scientific ResearchAl-Ahliyya Amman UniversityAmman19328Jordan MEU Research UnitMiddle East UniversityAmman11831Jordan Applied Science Research CenterApplied Science Private UniversityAmman11931Jordan School of Computer SciencesUniversiti Sains Malaysia11800Pulau PinangMalaysia Faculty of Information TechnologyApplied Science Private UniversityAmman 11931Jordan Department of MathematicsFaculty of ScienceZagazig UniversityZagazig 7120001Egypt The Custodian of the Two Holy Mosques Institute for Haj and Umrah ResearchUmm Al-Qura UniversityMakkah 24382Saudi Arabia Depto.de Innovacio'n Basada en la Informacio'n y el ConocimientoUniversidad de GuadalajaraCUCEI45129 GuadalajaraMexico Cyber Security DepartmentFaculty of Science and Information TechnologyAl Zaytoonah University of JordanAmman 11733Jordan Sorbonne Center of Artificial IntelligenceSorbonne University-Abu Dhabi38044 Abu DhabiUnited Arab Emirates School of Engineering and TechnologySunway University Malaysia27500Petaling JayaMalaysia
出 版 物：《Journal of Bionic Engineering》 (仿生工程学报（英文版）)
年 卷 期：2023年第20卷第6期
页 面：2840-2862页
核心收录：
学科分类：0710[理学-生物学] 0831[工学-生物医学工程（可授工学、理学、医学学位）] 12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0836[工学-生物工程] 0811[工学-控制科学与工程] 0702[理学-物理学] 0812[工学-计算机科学与技术（可授工学、理学学位）]
主 题：Artificial intelligence Nature-inspired optimization algorithms Chimp optimization algorithm Optimization problems
摘 要：Chimp Optimization Algorithm(ChOA)is one of the recent metaheuristics swarm intelligence *** has been widely tailored for a wide variety of optimization problems due to its impressive characteristics over other swarm intelligence methods:it has very few parameters,and no derivation information is required in the initial ***,it is simple,easy to use,flexible,scalable,and has a special capability to strike the right balance between exploration and exploitation during the search which leads to favorable ***,the ChOA has recently gained a very big research interest with tremendous audiences from several domains in a very short ***,in this review paper,several research publications using ChOA have been overviewed and ***,introductory information about ChOA is provided which illustrates the natural foundation context and its related optimization conceptual *** main operations of ChOA are procedurally discussed,and the theoretical foundation is ***,the recent versions of ChOA are discussed in detail which are categorized into modified,hybridized,and paralleled *** main applications of ChOA are also thoroughly *** applications belong to the domains of economics,image processing,engineering,neural network,power and energy,networks,*** of ChOA is also *** review paper will be helpful for the researchers and practitioners of ChOA belonging to a wide range of audiences from the domains of optimization,engineering,medical,data mining,and *** well,it is wealthy in research on health,environment,and public ***,it will aid those who are interested by providing them with potential future research.
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