Closed

Define a dynamic programming and solving it

Let us assume one patient enters the system at t=0. Starting from t =1, the system decides whether or not to raise an alarm (to treat the patient). The system does that every 1 minute up until t=30. The alarm is raised based on a risk score calculated by a classifier. The system terminates as soon as the patient is classified as positive or reaches t=30. a_t is assumed to be the action taken at time t which is to treat or not treat the patient (binary)

There are some assumptions that need to be made before we continue. The first assumption is that at t=30 the status of the patient becomes known (after we make a decision to treat it or not). But any time before t=30 the status becomes known only if we decided to treat the patient. The third assumption is that if the patient is really positive, then as time goes by, the risk score becomes higher. Similarly, if the patient is really negative, then the risk would decrease as time goes by.

We want to model this as a stochastic dynamic programming problem.

It should be done in Python. Let me know if you are interested

Skills: Python, Machine Learning (ML), Algorithm

See more: dynamic programming url tokenize, connect database website dynamic programming, optimal binary search trees dynamic programming, dynamic programming fibonacci, dynamic programming explained, dynamic programming tutorial, what is dynamic programming, dynamic programming practice problems with solutions pdf, dynamic programming applications, dynamic programming python, dynamic programming problems and solutions, dynamic programming connect database, matlab dynamic programming, dynamic components jsp can decided hibernate, dynamic programming matlab code, dynamic programming binary search tree, dynamic programming rapidweaver, help matlab discrete time dynamic programming, matlab dynamic programming example, define extream programming hospital management system

About the Employer:
( 1 review ) Băilești, Romania

Project ID: #26966323

5 freelancers are bidding on average $100 for this job

Hipatia

Hello, I have a PhD in Applied Mathematics and I have vast experience in programming this kind of models. I read your .docx and I think I understand it and I can do this job. Also, I have used Python for the simulation More

$120 USD in 3 days
(3 Reviews)
3.5
pallaviagarwal13

Hi, I can get this done for you. I have implemented projects involving simulation and queuing theory. I have Masters in Operations research, specialise in Machine learning in Python and R.

$60 USD in 7 days
(2 Reviews)
2.6
aaatifkhannn2010

Hello i have checked attachment and can help you in completing your task. I am a very experienced statistician, data scientist and machine learning developer. I have completed several PhD level thesis projects involv More

$223 USD in 5 days
(0 Reviews)
0.0
strivedi072

I developed a prediction model with lstm and work with other machine learning algorithm. I used python for that prediction project. I am also good at algorithm and data structur. Relevant Skills and Experience I do ha More

$50 USD in 5 days
(0 Reviews)
0.0
Fingertipinfo

Hello, Sir. I read your opinion seriously. I have experience of 7 years and done similar projects in done similar projects before. As a man of trust, I can develop your project with full perfection. Let me go on, y More

$45 USD in 7 days
(0 Reviews)
0.0