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Optimization of ultra-fast interactions using laser pulse temporal shaping controlled by a deterministic algorithm

机译:使用确定性算法控制的激光脉冲时间整形优化超快速相互作用

摘要

Femtosecond laser pulse temporal shaping techniques have led to important advances in different research fields like photochemistry, laser physics, non-linear optics, biology, or materials processing. This success is partly related to the use of optimal control algorithms. Due to the high dimensionality of the solution and control spaces, evolutionary algorithms are extensively applied and, among them, genetic ones have reached the status of a standard adaptive strategy. Still, their use is normally accompanied by a reduction of the problem complexity by different modalities of parameterization of the spectral phase. Exploiting Rabitz and co-authors' ideas about the topology of quantum landscapes, in this work we analyze the optimization of two different problems under a deterministic approach, using a multiple one-dimensional search (MODS) algorithm. In the first case we explore the determination of the optimal phase mask required for generating arbitrary temporal pulse shapes and compare the performance of the MODS algorithm to the standard iterative Gerchberg-Saxton algorithm. Based on the good performance achieved, the same method has been applied for optimizing two-photon absorption starting from temporally broadened laser pulses, or from laser pulses temporally and spectrally distorted by non-linear absorption in air, obtaining similarly good results which confirm the validity of the deterministic search approach. © 2013 Springer-Verlag Berlin Heidelberg.
机译:飞秒激光脉冲时间整形技术已经在光化学,激光物理学,非线性光学,生物学或材料加工等不同研究领域取得了重要进展。这种成功部分与最佳控制算法的使用有关。由于解和控制空间的高维性,进化算法得到了广泛的应用,其中,遗传算法已经达到了标准自适应策略的地位。尽管如此,它们的使用通常伴随着通过频谱相位参数化的不同方式来降低问题的复杂性。利用Rabitz和合著者关于量子态势拓扑的想法,在这项工作中,我们使用确定性方法,使用多维一维搜索(MODS)算法分析了两个不同问题的优化。在第一种情况下,我们探讨了确定生成任意时间脉冲形状所需的最佳相位掩模的方法,并将MODS算法的性能与标准迭代Gerchberg-Saxton算法进行了比较。基于获得的良好性能,已采用相同的方法来优化从时间上变宽的激光脉冲或空气中非线性吸收在时间和光谱上产生扭曲的激光脉冲开始的双光子吸收,从而获得相似的良好结果,证实了有效性确定性搜索方法。 ©2013 Springer-Verlag Berlin Heidelberg。

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