该算法采用更适合无功优化特点的分组整数实数混合编码方式，并采用映射法计算适应度函数。
A grouped, integer and real number mixed coding method is applied in this algorithm. The mapped-method is adopted to calculate the fitness function.
文中采用计算机自适应的最小二乘优化方法实现模糊诊断系统隶属度函数的机器自学习功能。
The least square method of computer adaptation is applied to complete the function of computer self-learning of membership function in fuzzy diagnosis system.
采用查询个体库的方法，可以避免相同个体的适应度函数的重复计算，节省了适应度评估的时间，提高了遗传算法的性能。
By inquiring the individuals base it can be evitable to re-calculate the fitness of same individuals. So the time of fitness evaluation is decreased and the performance of GA is improved.
PSO算法采用二维数组编码方法，构造了相应的适应度函数，编制相应的计算机求解程序。
The 2-D array coding method is applied and the corresponding fitness function in PSO is constructed for solving the model. The program for calculation by means of computer is developed.
PSO算法采用二维数组编码方法，构造了相应的适应度函数，编制相应的计算机求解程序。
The 2-D array coding method is applied and the corresponding fitness function in PSO is constructed for solving the model. The program for calculation by means of computer is developed.
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