蚁群算法是一种模拟进化算法，具有很强的全局搜索能力。
The ant colony optimization algorithm is a novel simulated evolution algorithm featuring a robust global searching ability.
结果具有很强的抗噪声能力，且收敛速度快，全局搜索能力强。
Results This model has the strong capability of noise immunity, quick convergence rate and powerful ability of global search.
与标准禁忌算法比较，它的全局搜索能力和稳定性都大大增强。
Compared with the standard ts, the proposed ts algorithm has greatly increased its global search ability and stability.
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。
Experimental results on traveling salesman problem show that proposed algorithm has a good global searching ability and high convergence speed.
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。
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.
算法测试表明：改进后的人工鱼群算法提高了收敛速度，增强了全局搜索能力。
Algorithm tests show that this algorithm can improve the speed of convergence efficiently and is good at global searching in solution space.
该优化算法具有混沌优化的全局搜索能力，而模式搜索法则加快了局部寻优性能。
The proposed hybrid algorithm had the global search ability of chaotic search as well as local search ability of pattern search method.
遗传算法虽然具有良好的全局搜索能力，但对于局部空间的搜索问题不是很有效。
Although the algorithm has good global search capability, but for the local search space problem is not very effective.
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。
This can greatly strengthen the cooperation between ants, accelerate the convergence speed and enhance the global searching ability.
该算法充分利用基于概率的遗传算子的全局搜索能力和新算子较强的局部搜索能力。
The new GA takes the advantages of the global searching of genetic operators based on probabilities and the advantages of the local searching of the new operators.
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。
The algorithm's global searching ability is improved through Cauchy variation, and local searching ability is improved by Gauss variation.
测试结果表明，该算法具有较好的全局搜索能力，因而该优化方法是有效的和可行的。
Then every"fisher"of them is used to search"himself"optimum points or global optimum solution through"his"moving search, reducing search and speeding search …
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。
These improved measures are of great significance on reducing complexities and enhancing convergence velocity, as well as increasing global searching ability of the algorithm.
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。
Numerical simulation results show that flexible usage of the evolutionary direction operator and even genetic operations may greatly improve GA's global searching ability.
该算法具有很强的全局搜索能力，寻优效率高，有效克服了传统遗传算法的早熟收敛问题。
This algorithm characterizes with global search ability, efficiency in search and avoiding premature phenomena which often occurs in traditional GA.
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。
It has strong robustness and searching ability in whole region, so it can solve most of the optimization problems in practical projects.
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.
该算法不但具备了自适应遗传算法的强大全局搜索能力，也拥有模拟退火算法的强大局部搜索能力。
The new algorithm provides not only with strong global search capability of AGA, but also with strong local search capability of SAA.
使用逆转算子求解TSP的演化算法具有很强全局搜索能力，在求解TSP问题中显示了巨大的优势。
The evolutionary algorithm using inver-over operator for the traveling salesman problem(TSP) has great ascendancy, because its ability in global searching for optimal individual is powerful.
数值仿真结果表明，所有优化结果的性能指标均满足必备指标要求，且新方法具有很强的全局搜索能力。
The numerical simulations show that each design solution satisfies all the compulsory criterions and the new method has a better ability for global optimization.
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。
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。
Compared to standard PSO, its global searching ability and the speed of convergence is significantly improved, and the premature convergence problem is effectively avoided.
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