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Stochastic Optimization model

We need to create a stochastic optimization model (also known as optimal stopping problem, stochastic barrier model, dynamic stochastic optimization).

The process is a simple Weiner process, and we need an optimization model (numeric or analytic) that tells us where the optimal entry point ("stopping criteria") is based on how the process changes. The criteria is that we must have chosen a point before the time has ended, as this will have a penalty.

Consider the following: You must establish a long position in the market within an hour, and expect the price to move according to a wiener process. Each period is 5 minutes. At the end of each period, if price is better than we would expect it to be, we would enter position. The objective is to get in with a better price than the value at the end of all periods. As we get closer to the end, we also have a better idea of what the price will be. If we fail to enter the position before the time is up, we will get penalized.

We have a few papers available on this with different methods, but lack the time to go through them hence we wish to outsource this little project. For someone with experience in stochastic optimization it shouldn't take longer than hour or two, but if you only have good math knowledge you can expect to spend some time on understanding the techniques first.

Requirements:

The model and it's assumption shall be explained in detail

Simple code for how to us the model (c++, matlab, mathematica or even pseudo-code is fine)

The model is correctly implemented, hence based on the stochastic process it is possible to run a simulation and verify the result (not included in your tasks, but we need to do it in order to pay you)

More details will be provided later, but the above information explains the scope of the project.

Kỹ năng: Thuật toán, Lập trình C++, Toán học, Statistics

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Về Bên Thuê:
( 10 nhận xét ) Sydney, Australia

Mã Dự Án: #1677900

Đã trao cho:

crabber

hey I have good knowledge of stochastic process and experience in matlab, let me work on your project

$100 USD trong 7 ngày
(1 Đánh Giá)
0.0

10 freelancer đang chào giá trung bình $228 cho công việc này

WebDesignall

Hi We can help you, in this project, we have a lot of experience in stochastic process and financial math, please check PM for more details Best regards

$250 USD trong 5 ngày
(42 Đánh Giá)
6.5
jadinv

Hello, This sounds like a very interesting project. I have extensive Financial Academic and Programming experience and would be happy to help with this task. I am going to send you a private message with some more Thêm

$375 USD trong 7 ngày
(7 Đánh Giá)
4.9
Algotrade

Please see PMB

$300 USD trong 3 ngày
(20 Đánh Giá)
4.7
raiseq

Researcher with idea of weiner, stochastic, MATLAB and java.

$400 USD trong 5 ngày
(5 Đánh Giá)
4.6
turabaq

I'm ready to start on the project. Please give me more details.

$30 USD trong 1 ngày
(0 Đánh Giá)
0.0
gshailesh10

I have 6 years of work experience in c++. Please provide me more detail.

$200 USD trong 10 ngày
(0 Đánh Giá)
0.0
danielvargas

Industrial engineer working with operations research since 2004. Please check PMB.

$180 USD trong 10 ngày
(1 Đánh Giá)
2.2
sihai

experienced in modeling and programming

$250 USD trong 7 ngày
(0 Đánh Giá)
0.0
JepBo

Hi! I am an engineer specialized in Signal Processing. I have used Kalman Filter in many situations for parameter estimation, model estimation or optimization. I can do it.

$125 USD trong 5 ngày
(0 Đánh Giá)
0.0
yangli555

I have all the necessary knowledge to finish the project. I am a senior software programmer and have a PhD in signal processing/pattern recognition. I am an expert in C++ and Matlab programming. I have full confiden Thêm

$250 USD trong 3 ngày
(0 Đánh Giá)
0.0