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针对遗传算法求解复杂函数极值问题中出现的早期收敛和微调能力差的问题,提出了一个具有DNA编码特征的改进遗传算法,并引入了新的操作(算子).编制了一系列可在Matlab平台上实现的算法程序,并通过数值模拟验证了算法的有效性.
Aiming at the problem of the early convergence and the poor ability to fine-tune the extremum of complex functions which are solved by genetic algorithm, an improved genetic algorithm with DNA coding features is proposed and a new operation (operator) is introduced. Matlab platform to achieve the algorithm program, and verify the effectiveness of the algorithm by numerical simulation.