Zhongguo jin shi wen hua si chao =.Hua Ai -2008 - Hefei Shi: Anhui da xue chu ban she.details本书简要介绍了从明中叶至辛亥革命这一历史时期中国文化史上的主流思潮。全书按历史顺序分别评介了晚明人文主义思潮、明清之际启蒙主义思潮、嘉道之际实学思潮和19世纪末—20世纪初的新民思潮。.
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Research on the application of search algorithm in computer communication network.Kayhan Zrar Ghafoor,Shaweta Khanna,Jilei Zhang,Jianwei Chai &Hua Ai -2022 -Journal of Intelligent Systems 31 (1):1150-1159.detailsThis article mitigates the challenges of previously reported literature by reducing the operating cost and improving the performance of network. A genetic algorithm-based tabu search methodology is proposed to solve the link capacity and traffic allocation problem in a computer communication network. An efficient modern super-heuristic search method is used to influence the fixed cost, delay cost, and variable cost of a link on the total operating cost in the computer communication network are discussed. The article analyses a large number (...) of computer simulation results to verify the effectiveness of the tabu search algorithm for CFA problems and also improves the quality of solutions significantly compared with traditional Lagrange relaxation and subgradient optimization algorithms. The experimental results show that with the increase of the weighted coefficient of variable cost, the proportion of variable cost in the total cost increases from 10 to 35%. The growth is relatively slow, and the fixed cost is still the main component. In addition, due to the increase in the variable cost, the tabu search algorithm will also choose the link with large luxury to reduce the variable cost, which makes the fixed cost slightly increase, while the network delay cost and average delay slightly decrease. The proposed method, when compared with the genetic algorithm, has more advantages for large-scale or heavy-load networks. (shrink)
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Topology optimization of computer communication network based on improved genetic algorithm.Kayhan Zrar Ghafoor,Jilei Zhang,Yuhong Fan &Hua Ai -2022 -Journal of Intelligent Systems 31 (1):651-659.detailsThe topology optimization of computer communication network is studied based on improved genetic algorithm, a network optimization design model based on the establishment of network reliability maximization under given cost constraints, and the corresponding improved GA is proposed. In this method, the corresponding computer communication network cost model and computer communication network reliability model are established through a specific project, and the genetic intelligence algorithm is used to solve the cost model and computer communication network reliability model, respectively. It has (...) been proved that GA can solve the complex problems of computer working environment better, which is 80% higher than the general algorithm, and can select the optimal scheme pertinently. (shrink)