检索结果-南通市图书馆

Skill Optimization Algorithm:A New Human-Based Metaheuristic Technique

Computers, Materials & Continua 2023年第1期74卷 179-202页

作者： hadi givi Marie Hubalovska Department of Electrical Engineering Shahreza CampusUniversity of IsfahanIran Department of Technics Faculty of EducationUniversity of Hradec KraloveCzech Republic

Metaheuristic algorithms are widely used in solving optimization *** this paper,a new metaheuristic algorithm called Skill Optimization Algorithm(SOA)is proposed to solve optimization *** fundamental inspiration in designing SOA is human efforts to acquire and improve *** stages of SOA are mathematically modeled in two phases,including:(i)exploration,skill acquisition from experts and(ii)exploitation,skill improvement based on practice and individual *** efficiency of SOA in optimization applications is analyzed through testing this algorithm on a set of twenty-three standard benchmark functions of a variety of unimodal,high-dimensional multimodal,and fixed-dimensional multimodal *** optimization results show that SOA,by balancing exploration and exploitation,is able to provide good performance and appropriate solutions for optimization *** addition,the performance of SOA in optimization is compared with ten metaheuristic algorithms to evaluate the quality of the results obtained by the proposed *** and comparison of the obtained simulation results show that the proposed SOA has a superior performance over the considered algorithms and achievesmuch more competitive results.

关键词： Optimization human-based skill exploration exploitation metaheuristic algorithm

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Billiards Optimization Algorithm:A New Game-Based Metaheuristic Approach

引用

Computers, Materials & Continua 2023年第3期74卷 5283-5300页

作者： hadi givi Marie Hubálovská Department of Electrical Engineering Shahreza CampusUniversity of IsfahanIran Department of Technics Faculty of EducationUniversity of Hradec KraloveCzech Republic

Metaheuristic algorithms are one of themost widely used stochastic approaches in solving optimization *** this paper,a new metaheuristic algorithm entitled Billiards Optimization Algorithm(BOA)is proposed and designed to be used in optimization *** fundamental inspiration in BOA design is the behavior of the players and the rules of the billiards *** steps of BOA are described and then its mathematical model is thoroughly *** efficiency of BOA in dealing with optimization problems is evaluated through optimizing twenty-three standard benchmark functions of different types including unimodal,high-dimensional multimodal,and fixed-dimensionalmultimodal *** order to analyze the quality of the results obtained by BOA,the performance of the proposed approach is compared with ten well-known *** simulation results show that BOA,with its high exploration and exploitation abilities,achieves an impressive performance in providing solutions to objective functions and is superior and far more competitive compared to the ten competitor algorithms.

关键词： Optimization game-based billiards game exploration exploitation metaheuristic algorithm

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：