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本文基于遗传算法思想,采用浮点数矩阵表示编码,在遗传算法的进化过程中加入一定的约束条件等方法,探讨了网络结构的设计和学习。经实例分析,在用于建立大坝安全监控预报模型的前馈神经网络设计中,该方法在满足一定约束条件下,能同时有效地寻找合适的网络结构和相应的参数(神经网络的权值和阈值),且在精度和速度上都有较大的提高,为实现实时在线分析评价大坝的安全性态提供了有力的技术支持。-Based on the genetic algorithm, using a float matrix coding, Ge
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回溯法,动态规划法,遗传算法求解
tsp问题(课程设计报告),Backtracking, dynamic programming method, genetic algorithm tsp issues (curriculum design report)
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分析了排课的数学模型, 根据遗传算法本身特点设计了一种数据结构基因编码 , 及几个涉及到的优化 目标评价函
数 , 提出了利用遗传算法解决排课问题的方法, 并通过试验验证了该方法的有效性、 可靠性 .-Timetable analysis of the mathematical model, according to the characteristics of genetic algorithm design of a data structure of genes encoding,
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利用改进的遗传算法求取函数的最大值,进行优化设计,在MATLAB下可以运行使用。-Using improved genetic algorithm to strike a function of the maximum optimized design, the use of MATLAB can be run under.
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传统PID控制器通常难以满足多变量、非线性、强耦合的步进电机动态响应和精
确调速要求,结合传统PID控制和模糊控制及遗传算法(GA)整定PID参数的优点,设计基于
模糊遗传算法的实时自适应步进电动机PID控制器,充分发挥传统和智能控制策略各自的优
势。仿真结果表明,该实时自适应步进电动机PID控制器,具有很好的自适应能力和抗负载扰
动能力。在稳定性、动态速度响应诸方面均优于传统的PID控制器和模糊控制器,系统达到了
较高调速性能和控制精度。
-Traditional PI
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基于NSGA-Ⅱ算法的区域覆盖卫星星座优化将一种基于Pareto最优概念的快速非支配排序遗传算法(NSGA-Ⅱ)引入区域覆盖侦察卫星星座的多目标优化设计-Algorithm based on NSGA-Ⅱ regional coverage satellite constellation will be based on the concept of Pareto optimal fast non-dominated sorting genetic algorithm (NSGA-Ⅱ) the
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采用遗传算法的低轨区域通信星座优化设计
通信: 星星座:优化:遗传算法-Genetic algorithm optimization of LEO regional communication satellite constellation design communication: Star Horoscope: Optimization: Genetic Algorithms
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基于遗传算法的高校排课系统的设计与实现文档。-University Course Scheduling System Based on Genetic Algorithm design and documentation.
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Multi-object optimization design for differential and grading
toothed roll crusher using a genetic algorithm
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立体匹配的教程ppt,设计到人工神经网络,遗传算法在立体匹配方面的应用-Stereo matching tutorial PPT, design to the artificial neural network, genetic algorithm is applied in stereo matching
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System reliability analysis and optimization are important to efficiently utilize available resources and to develop an optimal system design architecture. System reliability optimization has been solved by using optimization techniques including met
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The paper deals with a controller design for the nonlinear processes using genetic
algorithm and neural model. The aim was to improve the control performance using
genetic algorithm for optimal PID controller tuning. The plant model has been
id
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Design of Genetic Algorithm Based Fuzzy
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Design of Genetic Algorithm Based Fuzzy
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The aim of Genetic Programming (GP) is to extend genetic forms from
Genetic Algorithm (GA) to the expression of trees and graphs and to apply
them to the synthesis of programs and the formation of hypotheses or concepts. Researchers are using GP
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基于遗传算法的PID参数优化设计。利用遗传算法的智能搜索功能,获得在线PID参数的整定。-Design of PID Parameters Based on Genetic Algorithms.Genetic algorithm intelligent search function for online PID tuning parameters.
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该文章阐述了基于遗传算法的智能题库系统的设计方法,有一定的的参考学习价值。(This paper expounds the design method of intelligent item bank system based on genetic algorithm, which has certain reference learning value.)
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