The ant colony optimization algorithm is a novel simulated evolution algorithm featuring a robust global searching ability.
蚁群算法是一种模拟进化算法，具有很强的全局搜索能力。
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。
It has strong robustness and searching ability in whole region, so it can solve most of the optimization problems in practical projects.
由于其具有较强的鲁棒性和全局搜索能力，因此能够有效地解决实际工程中的许多复杂的优化问题。
Optimization examples show this method has strong searching ability and ideal convergence.
优化算例表明，这种方法具有较强的寻优能力和理想的收敛速度。
But there are also limitations in local searching ability of the algorithm, so as for the precision of searching results.
但遗传算法的局部寻优能力不足，因此得到的结果在精度上也受到了限制。
The operation not only helps to maintain uniformity of the Pareto optimal solution set, but enhances the algorithm's searching ability.
该操作不仅起到了维持非劣最优解集均匀性的作用，而且增强了算法的搜索功能。
The algorithm's global searching ability is improved through Cauchy variation, and local searching ability is improved by Gauss variation.
通过柯西变异，提高算法的全局搜索能力，通过高斯变异，提高算法的局部搜索能力。
Experimental results on traveling salesman problem show that proposed algorithm has a good global searching ability and high convergence speed.
基于旅行商问题的实验证明，算法具有较好的全局搜索能力和收敛速度。
At the same time, the method of time-varying crossover probability factor was adopted to improve the global searching ability and convergence speed of MDE.
同时，采用时变交叉概率因子的方法以提高算法的全局搜索能力和收敛速率。
The hybrid algorithm based on GA and BP algorithm has both rapid local searching ability derived from BP and better global searching ability derived from GA.
构建了一种基于GA -BP的混合遗传算法来综合遗传算法的全局优化能力和BP神经网络的快速收敛能力。
Some numerical tests are made by the seven typical test functions. Compared with other results, the searching ability of the proposed algorithm is more efficient.
针对七个典型的测试函数进行的对比分析表明本文提出的演化-单纯形算法是一种具有较高搜索效率的数值优化方法。
Numerical simulation results show that flexible usage of the evolutionary direction operator and even genetic operations may greatly improve GA's global searching ability.
仿真结果表明，灵活使用方向进化算子以及遗传操作可大大提高遗传算法的全局搜索能力。
Compared to standard PSO, its global searching ability and the speed of convergence is significantly improved, and the premature convergence problem is effectively avoided.
与标准微粒群算法相比，算法的全局搜索能力和收敛速度都得到了显著提高，同时能够有效避免早熟收敛。
These improved 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。
The global random searching ability of adaptive evolutionary programming algorithm and high evolutionary ability by the method in this paper is illustrated by the result of actual power systems.
算例表明，论文算法不仅保留了自适应进化规划算法的全局搜索能力，而且还具有高效的进化能力。
The global random searching ability of adaptive evolutionary programming algorithm and high evolutionary ability by the method in this paper is illustrated by the result of actual power systems.
算例表明，论文算法不仅保留了自适应进化规划算法的全局搜索能力，而且还具有高效的进化能力。
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