状态参数化基本样条函数轨迹优化:دوالسبلاينالاساسيةلمعلماتالحالةلأمثليةالمسار

Maha Delphi, Suha Shihab
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引用次数: 30

摘要

基样条(b样条)是一类重要的基本函数,为解决最优控制问题提供了一种更简单、更稳定的近似方法。进一步证明了在特殊结点序列下,b样条基完全是Bernstein多项式。近似方法是将状态变量近似为b样条的线性组合,得到非线性优化问题,并采用迭代算法计算最优系数。用该算法对两个不同的实例进行了测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
State Parameterization Basic Spline Functions for Trajectory Optimization: دوال سبلاين الاساسية لمعلمات الحالة لأمثلية المسار
  An important type of basic functions named basis spline (B-spline) is provided a simpler approximate and more stable approach to solve problems in optimal control. Furthermore, it can be proved that with special knot sequence, the B-spline basis are exactly Bernstein polynomials. The approximate technique is based on state variable is approximate as a linear combination of B-spline then anon linear optimization problem is obtained and the optimal coefficients are calculated using an iterative algorithm. Two different examples are tested using the proposed algorithm.    
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