Metaheuristic algorithms are widely used in solving optimization problems.In this paper,a new metaheuristic algorithm called Skill Optimization Algorithm(SOA)is proposed to solve optimization problems.The fundamental ...Metaheuristic algorithms are widely used in solving optimization problems.In this paper,a new metaheuristic algorithm called Skill Optimization Algorithm(SOA)is proposed to solve optimization problems.The fundamental inspiration in designing SOA is human efforts to acquire and improve skills.Various 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 effort.The 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 types.The optimization results show that SOA,by balancing exploration and exploitation,is able to provide good performance and appropriate solutions for optimization problems.In addition,the performance of SOA in optimization is compared with ten metaheuristic algorithms to evaluate the quality of the results obtained by the proposed approach.Analysis 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.展开更多
This paper introduces a newmetaheuristic algorithmcalledMigration Algorithm(MA),which is helpful in solving optimization problems.The fundamental inspiration of MA is the process of human migration,which aims to impro...This paper introduces a newmetaheuristic algorithmcalledMigration Algorithm(MA),which is helpful in solving optimization problems.The fundamental inspiration of MA is the process of human migration,which aims to improve job,educational,economic,and living conditions,and so on.Themathematicalmodeling of the proposed MAis presented in two phases to empower the proposed approach in exploration and exploitation during the search process.In the exploration phase,the algorithm population is updated based on the simulation of choosing the migration destination among the available options.In the exploitation phase,the algorithm population is updated based on the efforts of individuals in the migration destination to adapt to the new environment and improve their conditions.MA’s performance is evaluated on fifty-two standard benchmark functions consisting of unimodal and multimodal types and the CEC 2017 test suite.In addition,MA’s results are compared with the performance of twelve well-known metaheuristic algorithms.The optimization results show the proposed MA approach’s high ability to balance exploration and exploitation to achieve suitable solutions for optimization problems.The analysis and comparison of the simulation results show that MA has provided superior performance against competitor algorithms in most benchmark functions.Also,the implementation of MA on four engineering design problems indicates the effective capability of the proposed approach in handling optimization tasks in real-world applications.展开更多
The essay has two main purposes.The first consists of discussing some literary and philosophical thoughts on the epistemological value of science by one of the most famous and celebrated poets in Italian literature,Gi...The essay has two main purposes.The first consists of discussing some literary and philosophical thoughts on the epistemological value of science by one of the most famous and celebrated poets in Italian literature,Giacomo Leopardi.The poet firmly believes in the cognitive power of science,capable of revealing false beliefs with the light of reason.However,in his mature reflections,what will radically change will not be the value of scientific activity itself,always admirably accepted,but rather its true salvific force.Leopardi was not a scientist,but he used the scientific culture of his time to critically address the great existential themes of man concerning nature and the universe.He had amply demonstrated a scientific culture since his youthful'History of Astronomy',which would reappear in many of his other literary works.His deep and meditative reflections on the nature of finite and infinite space and time are a clear and fruitful testimony to this.However,Giacomo writes icastically,reason alone is not enough;it needs imagination.The second concerns a first reconstruction of the influence that the philosophy of Enlightenment had on Leopardi’s thought especially in relation to these topics:atheism,rejection of providentialism and anthropocentrism,the conception of nature,the question of the relationship between human and animal intelligence,the rejection of metaphysics,the importance of scientific knowledge.展开更多
This paper discusses Master Tanxu’s Thought of Middle Way from three aspects:interpreting the Middle Way with the Tiantai Sect’s thought of“Three Truths as a Unity”(三諦圓融),discussing“the Truth of the First Mea...This paper discusses Master Tanxu’s Thought of Middle Way from three aspects:interpreting the Middle Way with the Tiantai Sect’s thought of“Three Truths as a Unity”(三諦圓融),discussing“the Truth of the First Meaning of the Middle Way”(中道第一義諦)from the relationship between“the One Mind”and the Middle Way,and discussing gradations of practice of the Middle Way.展开更多
Skilled talents are the main support for the strategic development of science and technology in China.The quality of talents is an important guarantee for the transformation and upgrading of national industries.By ana...Skilled talents are the main support for the strategic development of science and technology in China.The quality of talents is an important guarantee for the transformation and upgrading of national industries.By analyzing and studying Huang Yanpei’s thought on vocational education,this paper focuses on the cultivation of students’craftsmanship in vocational schools.First,we analyze the results of previous research and then elaborate on the connotations of Huang Yanpei’s education thought and craftsmanship spirit.Lastly,we propose five suggestions for the cultivation of craftsmanship.Our research work carries certain reference value to the study of craftsmanship cultivation in Huang Yanpei’s education thought.展开更多
基金supported by Specific Research project 2022 Faculty of Education,University of Hradec Kralove.
文摘Metaheuristic algorithms are widely used in solving optimization problems.In this paper,a new metaheuristic algorithm called Skill Optimization Algorithm(SOA)is proposed to solve optimization problems.The fundamental inspiration in designing SOA is human efforts to acquire and improve skills.Various 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 effort.The 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 types.The optimization results show that SOA,by balancing exploration and exploitation,is able to provide good performance and appropriate solutions for optimization problems.In addition,the performance of SOA in optimization is compared with ten metaheuristic algorithms to evaluate the quality of the results obtained by the proposed approach.Analysis 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.
基金supported by the Project of Excellence PˇrFUHKNo.2210/2023-2024,University of Hradec Kralove,Czech Republic.
文摘This paper introduces a newmetaheuristic algorithmcalledMigration Algorithm(MA),which is helpful in solving optimization problems.The fundamental inspiration of MA is the process of human migration,which aims to improve job,educational,economic,and living conditions,and so on.Themathematicalmodeling of the proposed MAis presented in two phases to empower the proposed approach in exploration and exploitation during the search process.In the exploration phase,the algorithm population is updated based on the simulation of choosing the migration destination among the available options.In the exploitation phase,the algorithm population is updated based on the efforts of individuals in the migration destination to adapt to the new environment and improve their conditions.MA’s performance is evaluated on fifty-two standard benchmark functions consisting of unimodal and multimodal types and the CEC 2017 test suite.In addition,MA’s results are compared with the performance of twelve well-known metaheuristic algorithms.The optimization results show the proposed MA approach’s high ability to balance exploration and exploitation to achieve suitable solutions for optimization problems.The analysis and comparison of the simulation results show that MA has provided superior performance against competitor algorithms in most benchmark functions.Also,the implementation of MA on four engineering design problems indicates the effective capability of the proposed approach in handling optimization tasks in real-world applications.
文摘The essay has two main purposes.The first consists of discussing some literary and philosophical thoughts on the epistemological value of science by one of the most famous and celebrated poets in Italian literature,Giacomo Leopardi.The poet firmly believes in the cognitive power of science,capable of revealing false beliefs with the light of reason.However,in his mature reflections,what will radically change will not be the value of scientific activity itself,always admirably accepted,but rather its true salvific force.Leopardi was not a scientist,but he used the scientific culture of his time to critically address the great existential themes of man concerning nature and the universe.He had amply demonstrated a scientific culture since his youthful'History of Astronomy',which would reappear in many of his other literary works.His deep and meditative reflections on the nature of finite and infinite space and time are a clear and fruitful testimony to this.However,Giacomo writes icastically,reason alone is not enough;it needs imagination.The second concerns a first reconstruction of the influence that the philosophy of Enlightenment had on Leopardi’s thought especially in relation to these topics:atheism,rejection of providentialism and anthropocentrism,the conception of nature,the question of the relationship between human and animal intelligence,the rejection of metaphysics,the importance of scientific knowledge.
基金国家社科基金一般项目-中国思想史上的中观学研究,Serial Number 20BZJ012辽宁省社会科学规划基金一般项目-中国古代中道哲学的时代价值研究,Serial Number L22BZX001+1 种基金辽宁大学本科教学改革研究项目-哲学专业本科生《宗教学纲要》课程教学改革初探,Serial Number JG2021PTXM0342023年度辽宁大学亚洲研究中心一般项目-中国古代中道哲学与人类命运共同体构建.
文摘This paper discusses Master Tanxu’s Thought of Middle Way from three aspects:interpreting the Middle Way with the Tiantai Sect’s thought of“Three Truths as a Unity”(三諦圓融),discussing“the Truth of the First Meaning of the Middle Way”(中道第一義諦)from the relationship between“the One Mind”and the Middle Way,and discussing gradations of practice of the Middle Way.
基金The Project of China Vocational Education Association(Project Number:ZJS2022YB024)The Project of Innovation and Development Center of Ideological and Political Work(Beijing Polytechnic),Ministry of Education(Project Number:2022X305-SXZC).
文摘Skilled talents are the main support for the strategic development of science and technology in China.The quality of talents is an important guarantee for the transformation and upgrading of national industries.By analyzing and studying Huang Yanpei’s thought on vocational education,this paper focuses on the cultivation of students’craftsmanship in vocational schools.First,we analyze the results of previous research and then elaborate on the connotations of Huang Yanpei’s education thought and craftsmanship spirit.Lastly,we propose five suggestions for the cultivation of craftsmanship.Our research work carries certain reference value to the study of craftsmanship cultivation in Huang Yanpei’s education thought.