Performance Analysis of Different Optimization Strategies

Runqi Chai*, Al Savvaris, Antonios Tsourdos, Senchun Chai

*此作品的通讯作者

科研成果: 书/报告/会议事项章节章节同行评审

摘要

The main objective of this chapter is to analyze the performance of different optimization strategies for calculating the optimal trajectories. Based on the performance analysis, one may be able to improve one of these techniques in order to circumvent the limitations brought by the classic methods. In the analysis, two types of optimization strategies are applied to solve the SMV trajectory optimization problem. Specifically, gradient-based and derivative-free optimization techniques are used to calculate the optimal time history with respect to the state and control variables. These techniques are discussed in detail in the following sections. Numerical simulations were carried out and the results indicate that the studied strategies are effective and can provide feasible solutions for solving the constrained SMV trajectory design problem. Moreover, the key features such as the advantages and disadvantages of using these recently developed optimization techniques are also concluded.

源语言英语
主期刊名Springer Aerospace Technology
出版商Springer Nature
55-72
页数18
DOI
出版状态已出版 - 2020

出版系列

姓名Springer Aerospace Technology
ISSN(印刷版)1869-1730
ISSN(电子版)1869-1749

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