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- This can greatly strengthen the cooperation between ants,accelerate the convergence speed and enhance the global searching ability. 这大大增强了蚂蚁间的合作性,加快了蚁群算法的收敛速度,提高了全局搜索能力。
- The local searching ability of the conjugate gradient method combined with the global searching ability organically, then the optimation of mixed algorithm is realized. 将共轭梯度法局部搜索能力与遗传算法全局搜索能力有机结合,从而实现了混合算法的优化。
- These measures are of great significance on reducing complexities and enhancing convergence velocity, as well as increasing global searching ability of the algorithm. 这些改进措施对降低算法的复杂程度、提高算法的收敛速度和全局搜索能力有重要意义。
- Quantum-behaved particle swarm optimization(QPSO) is based on the particle swarm optimization(PSO) by adding quantum wave mechanics,then it has better global searching ability. 量子粒子群算法以粒子群算法为基础,加入了量子波动理论,具有较好的全局收敛性。
- The particle swarm optimization(PSO)algorithm is improved to get better global search ability. 在对粒子群算法研究的基础上,对其进行改进,以提高全局搜索能力。
- Testing two typical multimodal functions shows that the niche genetic algorithm has more powerful global searching ability and can converge more quickly than the simple genetic algorithm. 用该算法对两个典型多峰函数求解的测试结果表明,该算法较之基本遗传算法有更强的全局搜索能力和更快的收敛速度。
- With the deficiency of global search ability for K-means clustering algorithm,K-means algorithm based on particle swarm optimization(PSO-KM) is proposed. 针对K均值聚类算法在全局优化中的不足,提出了基于粒子群的K均值(PSO-KM)聚类算法。
- The hybrid algorithm has the global search ability of GA and the local search ability of TS to avoid the prematurity and improve the convergence performance. 混合算法有效地综合了遗传算法的全局搜索能力和禁忌搜索算法的局部搜索能力,从而避免出现“早熟”现象,改善了算法的收敛性。
- Simulation and industrial practical results show that global search ability of IPSO is improved greatly and optimization of TSPS can decrease the power cost notably. 仿真及实际应用结果表明,算法的改进大大提高了其全局搜索能力,分时供电的优化能显著降低锌电解过程的用电费用。
- global searching ability 全局收敛性
- The new algorithm has good converging speed and local searching ability of local optimal methods, as well as the global converging character of IA. 新的算法既具有局部搜索方法较快的收敛速度和较强的局部寻优能力,又具有免疫算法的全局收敛特性。
- New, hot translation memory maintenance tool for global search; replace operation, attribute manipulation, etc. 全新热点翻译存储器维护工具,用于全程查找及替代操作、属性操作等。
- The DFSO algorithm is used to solve the optimization problems of several widely used test functions, and results indicate that the DPSO has powerful ability of global searching. 将动态分群的微粒群优化算法用于一些常用测试函数的优化问题,实例计算表明:DPSO具有较强的全局寻优能力。
- The algorithm refers to the clonal selection and immune network theory.Double mutation operators are adopted to improve global and local searching ability. 该算法借鉴免疫系统的克隆选择和免疫网络理论,采用双变异算子提高算法的全局和局部搜索能力。
- Besides the ability of stochastic global searching of Simple Genetic Algorithm(SGA),the algorithm involves niche technology and the use of inverse operators. 该算法在基本遗传算法随机搜索能力基础上加入小生境技术,使用了倒位算子,实现简单,求解快速。
- The experiment shows that we can effectively improve the ability to global search and the quality of codebook. 通过仿真实验,可以看出该算法码书的改善性能和寻优的高速率。
- ES-BNM can be viewed as a new successful application of ES that demonstrates the powerful searching ability of ES. ES-BNM算法也再一次证明了进化算法是一种高效的优化搜索方法。
- Evolutionary decision tree method has the advantage of global search. 演化决策树方法将传统的决策树算法与演化算法相结合,具有全局搜索的优点。
- Searching ability is evidenced by an aptitude to recognize promising cover and eagerness to explore it, regardless of hazards of discomfort. 搜索能力是指明显具备识别可能藏匿猎物的植被(如灌木丛)的能力,并且不畏危险和不适,进行积极的探查。
- According to the features of the Vehicle Routing Problem and the algorithm, ACS is improved to enhance the searching ability and convergence. 针对车辆路径问题及蚁群算法各自的特点,本文对蚁群算法进行多方面改进,以优化其搜索能力和加快收敛速度。