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chaos genetic algorithm
相关语句
  混沌遗传算法
     By combining chaos optimization and genetic algorithm, the Chaos Genetic Algorithm (CGA) is presented, which is applied in solving the function optimization problem.
     将混沌优化和遗传算法结合起来,提出了混沌遗传算法(CGA,Chaos Genetic Algorithm),并将其应用于函数优化问题的求解。
短句来源
     Chaos genetic algorithm and its application in test generation
     一种混沌遗传算法及其在测试生成中的应用
短句来源
     THE APPLICATION RESEARCH OF THE CHAOS GENETIC ALGORITHM(CGA) AND ITS EVALUATION OF OPTIMIZATION EFFICIENCY
     混沌遗传算法(CGA)的应用研究及其优化效率评价
短句来源
     An Accelerating Chaos Genetic Algorithm to Solve Agent Negotiation Optimization
     Agent协商优化问题的快速混沌遗传算法
短句来源
     Optimizing Complex Functions by Chaos Genetic Algorithm
     复杂函数优化的混沌遗传算法
短句来源
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  混沌遗传算法的
     A Minimization Approach for Fault Test Set Based on Chaos Genetic Algorithm
     基于混沌遗传算法的故障测试集最小化方法
短句来源
     Reactive Power Optimization Based on Chaos Genetic Algorithm in Electric Power Systems
     基于混沌遗传算法的电力系统无功优化
短句来源
     Chaos genetic algorithm based path planning method for mobile robot
     基于混沌遗传算法的移动机器人路径规划方法
短句来源
     Optimization Method of Slab Location Decision Model Based on Chaos Genetic Algorithm
     基于混沌遗传算法的板坯入库决策优化方法
短句来源
     Extended Logic Controller Based on Chaos Genetic Algorithm
     基于混沌遗传算法的扩展逻辑控制器
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  “chaos genetic algorithm”译为未确定词的双语例句
     Multiuser Detection Based on Parallel Chaos Genetic Algorithm
     基于并行混沌遗传混合算法的多用户检测
短句来源
     A New Immune Algorthm of Chaos Genetic Algorithm
     一种新的混沌免疫遗传算法
短句来源
     Application of mutative scale chaos genetic algorithm (MSCGA) to parameters estimation for river water quality model
     变尺度混沌-遗传算法在复杂河流水质模型参数优化中的应用
短句来源
     The program of chaos genetic algorithm (ChGA1.0) had been designed with MATLAB language.
     用MATLAB语言研制了混沌遗传优化算法软件ChGA1.0 ;
短句来源
     Simulation results of typical complex function optimization show that chaos genetic algorithm improves the convergence and reduces the computing time greatly.
     典型复杂函数优化的仿真结果表明该方法较遗传算法具有更快的收敛速度和更小的计算量 ,是复杂函数优化的有效手段 .
短句来源
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  chaos genetic algorithm
In the CHaos Genetic Algorithm (CHGA), the population is recycled dynamically whereas the most highly fit chromosome is intact so as to restore diversity and reserve the best schemata which may belong to the optimal solution.
      


By introducing chaos state to genetic algorithm,this paper proposed a novel optimization algorithm named chaos genetic algorithm.Its major measures are chaos initialization and chaos carrier wave of best fitness in population both based on the ergodicity,stochastic property and regularity of chaos.Simulation results of typical complex function optimization show that chaos genetic algorithm improves the convergence and reduces the computing time greatly.

将混沌融入遗传算法提出了混沌遗传算法 ,该方法利用混沌运动的随机性、遍历性、对初始条件的敏感性等特性进行群体的混沌初始化和最优个体的混沌变尺度载波寻优 .典型复杂函数优化的仿真结果表明该方法较遗传算法具有更快的收敛速度和更小的计算量 ,是复杂函数优化的有效手段 .

By the full use of the ergodic property of chaos movement, a Chaos Genetic Algorithm(CGA) is proposed in this paper. The basic principle of CGA is that the small disturbance is added to child generation group by using the chaos variable and the disturbance extent is adjusted little by little as the search is going on. The computation results indicate that the CGA has good performance and significantly improves the computational efficiency in optimization.

本文利用混沌运动的遍历性 ,提出了一种求解优化问题的混沌遗传算法 ( ChaosGenetic Algorithm,简称 CGA) ,该算法的基本思想是把混沌变量加载于遗传算法的变量群体中 ,利用混沌变量对子代群体进行微小扰动并随着搜索过程的进行逐渐调整扰动幅度。研究结果表明 ,该方法效果显著 ,明显提高了优化计算效率。

By use of the ergodic property of chaos movement and the inversion of genetic algorithm, a chaos genetic algorithm(CGA) was proposed. Its basic principle lies in the small disturbance of which extent is adjusted during searching to child generation group using the chaos variable. The results indicate that the CGA has good performance and significantly improve the computational efficiency in optimization compared with others. The optimization steps are as follows in slag making period and copper...

By use of the ergodic property of chaos movement and the inversion of genetic algorithm, a chaos genetic algorithm(CGA) was proposed. Its basic principle lies in the small disturbance of which extent is adjusted during searching to child generation group using the chaos variable. The results indicate that the CGA has good performance and significantly improve the computational efficiency in optimization compared with others. The optimization steps are as follows in slag making period and copper making period of copper smelting converter: sample collection, data pretreatment, space transformation using PLS(Partial Least Squares), modeling using BPN and optimization using CGA. The function of degree of adaptability is f(T)=(-|T-1?250|) max  in slag making period and the function of degree of adaptability is f(T)=(-|T-1?180|) max  in copper making period. The operation parameter variables are changed within the limits of ±10% in the scope of training samples. The copper productivity was improved by 6%, the mass of cold input was increased by 8% and the average converter life span was improved from 213 to 235. The economic profit reaches 26.4 million RMB produced by the increasing productivity of coarse copper.

利用混沌优化的遍历性和遗传算法优化的反演性 ,提出了混沌遗传算法 (CGA) ,其基本思想是把混沌变量加载于遗传算法的变量群体中 ,利用混沌变量对子代群体进行微小扰动 ,随着搜索过程的进行逐渐调整扰动幅度。结果表明 ,该方法优化效果与前人的优化结果相比 ,优化效率明显提高。由炼铜转炉造渣期与造铜期操作参数 (样本采集、数据预处理、PLS(偏最小二乘法 )空间变换、BPN神经网络建模及CGA)的优化和造渣期适应度函数与造铜期适应度函数的变换 ,使操作参数变量在训练集给出的数据范围的基础上延伸± 10 % ,得到最优点对应的工艺条件 ,并用于生产中。经过 3个多月的试运行 ,粗铜产量提高 6 .0 % ,冷料处理量提高 8% ,平均炉寿从原来的 2 13炉提高到 2 35炉

 
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