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extensive variables的中文,翻译,解释,例句

extensive variables

extensive variables的基本解释
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[化] 广延量, 广度性质

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According to this understanding, this thesis tries to modify PSO algorithm in order to improve its quality of solutions. The main approches include: using uniform design to ensure the uniform distribution of initial particles in the design space; adding mutation operation to increase the diversity of particles; decreasing the maximum velocity limitation and the velocity inertia automatically to balance the local and the global search efforts; developing a new approach to treat the design variables exceeding the bounds; using extensive local searches to escape local minimum. The overall effect of these approaches can yield better results for most test problems.

有鉴於此,本文针对粒子群演化法之流程参考相关文献并稍作改变,使得粒子群演算法在结果的收敛上更具优势,本文的主要改进的方法包括:应用均匀设计的概念使得初始的粒子可以更均匀地分布在空间上;利用突变增加粒子之间的差异性与多样性;利用适当控制的最大速度限制及惯性权重控制,达到区域搜寻与全域搜寻的效果;应用新的边界处理机制处理设计变数超过上、下限的问题;利用区域强化搜寻针对粒子附近地区,再作进一步的搜索以得到更佳之结果;将各种方法综合后配合粒子群演算法使用,可以得到不错的结果。

It can be integrated into existing applications. It is designed for application developer. The system provides power modeling. Users can widely select decision variables, such as integer, real, Boolean, etc. Users can also select extensive set of predefined constraints, such as primitive constraints and function constraints, local constraints and global constraints.

"明月"系统是开放的C++类库,可嵌入到具体的应用中,可扩展,是面向开发人员设计的;系统具有强有力的建模功能,用户可以广泛选择决策变量,例如整型、实型、布尔型等;可扩展的预定义约束集合,其中包括基本约束和功能约束,局部约束和全局约束。