基于多父辈交叉的次序编码遗传算法及其性能

介绍6种应用于次序编码遗传算法的多父辈交叉(MPX)算子.利用3个典型的旅行商问题(TSP),测试和比较各个算子和不同的父辈数对于遗传算法优化性能的影响,测试结果显示出不同于基于多父辈交叉的二值编码和实数编码遗传算法的结论.对于3个测试问题,交叉算子父辈数的增加不一定能引起算法优化性能的改善;同时,也并没有一个交叉算子表现出明显优于其他算子的性能优势.     

Modified Projective Synchronization of a New Hyperchaotic System with Known or Unknown Parameters

This work presents two different methods-- nonlinear control method and adaptive control approach to achieve the modified projective synchronization of a new hyperchaotic system with known or unknown parameters. Based on Lyapunov stability theory, nonlinear control method is adopted when the parameters of driving and response systems are known beforehand; when the parameters are fully unknown, adaptive controllers and parameters update laws are proposed to synchronize two different hyperchaotic system and identify the unknown parameters. Moreover, the rate of synchronization can be regulated by adjusting the control gains designed in the controllers. The corresponding simulations are exploited to demonstrate the effectiveness of the proposed two methods.