弹丸运动的优化算法:最大射程和确定最佳发射角

A. Alridha
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引用次数: 0

摘要

在本文中,我们深入探讨了如何优化控制弹丸轨迹的参数。我们的主要目标是确定最佳发射角和初始速度,使弹丸达到最大射程。为了实现这一目标,我们采用了五种不同的优化方法,特别是 Nelder-Mead、Powell、L-BFGS-B、TNC 和 SLSQP 算法。本文对优化程序进行了全面分析,阐明了这些不同算法对结果的影响。对于每一组优化参数,手稿都对弹丸的轨迹进行了大量模拟,直观地描述了弹丸所经过的路径。此外,我们的研究还纳入了比较图表,以强调各种算法在最大射程和发射角度方面的性能差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OPTIMIZATION ALGORITHMS FOR PROJECTILE MOTION: MAXIMIZING RANGE AND DETERMINING OPTIMAL LAUNCH ANGLE
In this paper, we undertake an in-depth exploration of the optimization of parameters governing the trajectory of a projectile. Our primary objective is the determination of the optimal launch angle and initial velocity that yield the maximum achievable range for the projectile. To accomplish this, we leverage five distinct optimization methodologies, specifically the Nelder-Mead, Powell, L-BFGS-B, TNC, and SLSQP algorithms, in pursuit of our research goals. This paper offers a comprehensive analysis of the optimization procedures, shedding light on the impact of these diverse algorithms on the resultant outcomes. For each set of optimized parameters, the manuscript conducts extensive simulations of the projectile’s trajectory, presenting visual depictions of the paths traversed by the projectile. Additionally, our study incorporates comparative charts to emphasize the performance distinctions among various algorithms with respect to both maximum range and launch angle.
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