Think I'm gonna call it for now. May reassess, but almost completely done!
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\abstract{ \OnePageChapter
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There are a variety of approaches to finding and optimizing low-thrust trajectories in
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interplanetary space. This thesis analyzes one such approach, namely the application of a
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Monotonic Basin Hopping (MBH) algorithm to a series of Sims-Flanagan transcribed trajectory arcs
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and its applications in a multiple-shooting non-linear solver for the purpose of finding valid
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low-thrust trajectories between planets given poor initial conditions. These valid arcs are then
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fed into the MBH algorithm, which combines them in order to find and optimize interplanetary
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trajectories, given a set of flyby planets. This allows for a fairly rapid searching of a very
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large solution space of low-thrust profiles via a medium fidelity inner-loop solver and a
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well-suited optimization routine. The trajectories found by this method can then be optimized
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further by feeding the solutions back, once again, into the non-linear solver, this time
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allowing the solver to perform optimization.
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Much work has been performed recently to utilize the increasingly viable technology of
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low-thrust electric propulsion systems on missions of interplanetary scope. This thesis analyzes
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a technique for the initial analysis of feasibility of utilizing a combination of low-thrust
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propulsion systems and natural gravity flybys for missions to the outer planets. First, a method
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for finding local optima by utilizing an interior-point linesearch algorithm to directly
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optimize the entire trajectory as a Non-Linear Programming problem is presented. Then, a
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Monotonic Basin Hopping algorithm is utilized to traverse the search space, improve the local
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optima determined by the internal optimizer, and determine the global optima. This allows for a
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medium-fidelity, fully automated global optimization of the low thrust controls and flyby
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parameters for a given mission objective.
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}
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\dedication[Dedication]{
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Dedicated to some people.
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\begin{center}
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I'd like to dedicate this work to anyone with an interest in space.
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We're all exploring this together.
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\end{center}
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}
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\acknowledgements{ \OnePageChapter
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This will be an acknowledgement.
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I owe just about everything that I am today to the circumstances that I grew up in and in no
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area of my life is that more apparent than in my loving family. I'd like to thank them for
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providing me with the emotional support I needed to grow confident in my own abilities and the
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logistical support I needed to nurture my curiosities.
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I'd also like to thank my girlfriend, Rachael, for supporting me through this process. This has
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not been an easy time for me, and I owe a lot to your support this past year.
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Finally, I'd like to give a huge thanks to Dr. Bosanac, who provided me with the structure I
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needed to stay on track, the motivation I needed to really get the most out of this paper, and
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the guidance I needed to finish this up. It's no exxageration to say that this thesis wouldn't be
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written to anywhere near the level of quality it was without you.
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}
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\emptyLoT
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@@ -58,6 +72,8 @@
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\input LaTeX/results.tex
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\input LaTeX/conclusion.tex
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\bibliographystyle{plain}
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\nocite{*}
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\bibliography{thesis}
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