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Numerical Solution of the Three-Dimensional Orbital Pursuit-Evasion Game

机译:三维轨道追逃游戏的数值解

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The problemof interception of an evasive spacecraft by a pursuing spacecraft is formulated as a differential game.rnEach spacecraft is given amodest capability tomaneuver in the three-dimensional space. Interception concludes therngame and occurs if the pursuing spacecraft reaches the instantaneous position of the evading spacecraft. Thernobjective of the pursuer is to minimize the time for interception, whereas the evader tries to delay it indefinitely.rnSaddle-point equilibrium solutions are found using a recently developed direct numerical method that uses thernanalytical necessary conditions (unlike ordinary direct methods) to find the optimal control for one of the players.rnThemethod requires an initial guess of the solution, and this is provided by generating an approximate solution usingrngenetic algorithms. The evolutionary algorithm is employed as a preprocessing technique and is very useful in thisrncontext because the trial-and-error selection of first-attempt values for the variables involved is very challenging forrnthe problem at hand. The numerical method is tested on a variety of different starting conditions related to therndistinct initial orbits of the two spacecraft. It successfully finds the saddle-point trajectories of the two spacecraft, thusrnproving its effectiveness and robustness in solving a quite complicated problemsuch as the three-dimensional orbitalrngame at hand.
机译:被追赶的航天器拦截逃避航天器的问题被表述为差分博弈。每个航天器都具有在三维空间中进行操纵的适度能力。拦截结束了游戏,并在追赶的航天器到达逃避航天器的瞬时位置时发生。追踪者的目标是最大程度地减少拦截的时间,而逃避者则试图无限期地延迟拦截。鞍点平衡解是使用最近开发的直接数值方法找到的,该直接数值方法使用分析必要条件(与普通直接方法不同)来找到最佳解该方法需要对解决方案进行初步猜测,这是通过使用遗传算法生成近似解决方案来提供的。进化算法被用作一种预处理技术,并且在这种情况下非常有用,因为对于所涉及的变量,先尝试值的反复试验选择对于解决当前的问题非常具有挑战性。在与两个航天器的初始轨道不同的各种不同起始条件下测试了数值方法。它成功地找到了这两个航天器的鞍点轨迹,从而提高了它在解决一个相当复杂的问题(如手头的三维轨道游戏)方面的有效性和鲁棒性。

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