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Global Optimization Method Applying Chaos in a Multitrajectory Inertial System

机译:在多轨迹惯性系统中应用混沌的全局优化方法

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摘要

In conventional global optimization techniques, such as the trajectory method, the usual procedure is to start the trajectory from an initial point and try an optimization. In contrast, this paper proposes a model in which the trajecto- ries are started in parallel from multiple initial points, and global optimization is achieved by providing interactions among the trajectories. It is shown by calculating the Lyapunov index that the trajectory becomes chaotic in a Conservative system unless annealing is applied.
机译:在常规的全局优化技术中,例如轨迹法,通常的过程是从初始点开始轨迹并尝试优化。相比之下,本文提出了一个模型,其中从多个初始点并行开始轨迹,并通过提供轨迹之间的相互作用来实现全局优化。通过计算李雅普诺夫指数表明,除非进行退火,否则在保守系统中轨迹会变得混乱。

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