Changes to computation section

temporaryWork
youainti 5 years ago
parent 06d4471b18
commit 3ecc922087

@ -15,6 +15,10 @@ $0 = f^2(x(\theta),\theta)$,
allowing one to find $x(\dot)$ as the solution to a minimization problem. allowing one to find $x(\dot)$ as the solution to a minimization problem.
By choosing a neural network as the functional approximation, we are able to By choosing a neural network as the functional approximation, we are able to
use the fact that a NN with a single hidden layer can be used to approximate
functions arbitrarily well
under certain conditions\footnote{FIND REFERENCE, SEE MALIAR}.
We can also
take advantage of the significant computational and practical improvements take advantage of the significant computational and practical improvements
currently revolutionizing Machine Learning. currently revolutionizing Machine Learning.
In particular, we can now use common frameworks, such as python, PyTorch, In particular, we can now use common frameworks, such as python, PyTorch,
@ -22,7 +26,7 @@ and various online accerators (Google Colab)
which have been optimized for relatively high performance and which have been optimized for relatively high performance and
straightforward development. straightforward development.
\subsubsection{Computational Plan} \subsection{Computational Plan}
I have decided to use python and the PyTorch Neural Network library for this project. I have decided to use python and the PyTorch Neural Network library for this project.
The most difficult step is creating the euler equations. The most difficult step is creating the euler equations.
@ -120,4 +124,17 @@ I am currently working on a plan to guarantee existence of solutions.
Some of what I want to do is check numerically crucial values as well as Some of what I want to do is check numerically crucial values as well as
examine the necessary Inada conditions. examine the necessary Inada conditions.
\subsection{Computational Results}
Cases to consider
\begin{itemize}
\item Reproduce Rao Rondina model
\item Reproduce Adilov, perfect competition, cornot-like market.
\item Add military operators to Adilov's model.
This will involve some sort of complementarities.
\item Competitive market where the number of satellites improves quality, i.e. allows
for pricing differences (Orbital Internet and comms).
\item Interacting orbital shells, using a vector of debris.
\end{itemize}
\end{document} \end{document}

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