Solve a Nonlinear Optimization Problem in Python

Hello – I am having a PhD in engineering from a top university and has written a book on applied math’s which is listed in amazon. Relevant Skills and Experience Please see title Optimization: Algorithms and Applications, CRC Press, 2015. Proposed Milestones $155 USD - completion I can surely help you in Matlab only. Thanks.

possibly this can be done with genetic algorithm / fitness function Relevant Skills and Experience - python - optimizing - genetic algorithm Proposed Milestones $200 USD - milestone

HI, I checked the mystic tool. It is not complex to use. Where do you stuck and what is your objective function? Relevant Skills and Experience Python: 5+ years Non linear optimization problems solution: 6+ years MATLAB: 6+ years Proposed Milestones $111 USD - Complete Task Lets discuss your issue in solution.

Hello, I'm python developer with 6+ years of experience and mathematician with a number of publications. Also I'm participant and problem writer of many algorithm competitions (Topcoder, ACM ICPC). Relevant Skills and Experience python programming, matlab, mathematics, machine learning, software architecture Proposed Milestones $100 USD - Need further details to create list of milestones Feel free to contact me to discuss any details of the project. Looking forward to hearing from you!

I have 7+ years in python - website design & development with very good experience. Relevant Skills and Experience I am good in Machine Learning, Mathematics, Matlab and Mathematica, Python Proposed Milestones $200 USD - Cost

Hi, sir I have a detail look to your project, I have a great skill in python. I'm sure I can complete your project. My price and period is negotiable. We can discuss the details via chat. Thanks Relevant Skills and Experience python and algorithm Proposed Milestones $155 USD - 1

I've some quick questions for you: 1) Have you tried any meta heuristics way like GA, let's say (they tend to take their own sweet time,. it usually give you a global optimum) 2) Have you tried linearization of the function, and then solving it using any out of the shelf solver I guess matrix operations can be done with numpy itself. The objective is important here. Thanks! About me: Being a research student in robotics and machine learning, I deal with a lot of non-convex optimization problems everyday. Sometimes, it is easy as choosing a kernel trick and sometimes it's bit lengthy...and sometimes we are happy with the local minima itself as it is much better than any other we know.

Hello Sir, I have read your project requirement about Solve a Nonlinear Optimization Problem in Python and i can deliver your project with 100% quality . please give me chance to work on your job. Relevant Skills and Experience I have more than 7 years of experience in Machine Learning, Mathematics, Matlab and Mathematica, Python . Proposed Milestones $150 USD - Solve a Nonlinear Optimization Problem in Python

I have plenty of experience using Python and MATLAB. I am able to help you figure out a solution for this problem. Feel free to contact me about the problem, budget and timeline. Thanks!

A proposal has not yet been provided

I can solve the problem with some metaheuristic method (e.g. genetic algorithm or simulated annealing). They can help avoiding local optima. I'll solve it in Python even if it is formulated in Excel. Relevant Skills and Experience PhD in optimization (of energy supply systems) using various methods. Good knowledge of Python and Excel and their optimization tools. Proposed Milestones $160 USD - Solving the optimization problem. Additional Services Offered $200 USD - Consulting related to applied optimization. Since your problem is non-convex, integer and relatively large, I suggest attempting to use metaheuristic methods. They **don't guarantee** obtaining global optima, but in practice they usually find either the **optimal solution or some good near-optimal solution**. After such solution is obtained one might try to further improve it with local search. There are several more tricks. These methods are very popular in both scientific and practical applications. Additionally, they let us be more flexible when formulating problems and choosing optimization tools. Whether the problem is formulated in Excel or Python, I'd solve it with the Python solver. If it is in Excel, I can also try solving it inside Excel, without additional apps (this depends on the problem, Excel version, etc.). Please, have in mind that I'm not going to use Python 2 (since I'm not comfortable with it), only Python 3!

optimization expert took convex optimization, linear programming Stay tuned, I'm still working on this proposal.