The experimental results demonstrate that GPSO algorithm has obvious optimization effect in solving TSP.

实验结果表明，GPSO算法在求解旅行商问题上，优化效果明显。

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At each iteration, GPSO can obtain the inertia weight auto-adapted to help the algorithm overcome precocious shortcoming effectively.

GPSO可在每次迭代中自适应地得到惯性权重，有效帮助算法克服了早熟的缺点。

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Relative to the ACO algorithm, GPSO algorithm is better than the ACO algorithm whether in the search speed, search precision, or in the algorithm running time.

相对于蚁群算法来说，不论是在搜索速度、搜索精度，还是在算法的运行时间上，GPSO算法都要优于蚁群算法。

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Relative to the ACO algorithm, GPSO algorithm is better than the ACO algorithm whether in the search speed, search precision, or in the algorithm running time.

相对于蚁群算法来说，不论是在搜索速度、搜索精度，还是在算法的运行时间上，GPSO算法都要优于蚁群算法。

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