censo

KO | EN

gitlite — search

#python #java #python3 #arduino #golang #machine-learning #rust #html #flask #javascript #seismology #nodejs

★ 14 Open GitHub ↗

CENSO is a framework for global optimization of nonconvex, spline-constrained MINLP problems

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# CENSO
CENSO is a framework for global optimization of nonconvex, possibly spline-constrained, MINLP problems.

### Dependencies:
* [Eigen](http://eigen.tuxfamily.org/index.php?title=Main_Page) for linear algebra.
* [SPLINTER](https://github.com/bgrimstad/splinter) to compute with splines and other approximations.
* [GUROBI](http://www.gurobi.com/) for solving LP and MIP problems.
* [IPOPT](https://projects.coin-or.org/Ipopt) for solving NLP problems.
* [BONMIN](https://projects.coin-or.org/Bonmin/) for solving convex MINLP problems and for heuristically solving non-convex MINLP problems.

### Notes:
* The code examples in the user guide (Docs/UserGuide/manual.pdf) are currently outdated. Refer to the test problems (TestProblems/*) for examples on how to create and solve optimization problems.

### Reference:
If you use CENSO in a scientific work we kindly ask you to cite it. You can cite it as shown in the bibtex entry below (remember to update the date accessed).
```
@article{Grimstad2015,
year={2015},
issn={0925-5001},
journal={Journal of Global Optimization},
doi={10.1007/s10898-015-0358-4},
title={Global optimization with spline constraints: a new branch-and-bound method based on B-splines},
url={http://dx.doi.org/10.1007/s10898-015-0358-4},
publisher={Springer US},
keywords={Branch-and-bound; B-splines; Knot insertion; Piecewise polynomials; Nonconvex; Mixed-integer; Nonlinear},
author={Grimstad, Bjarne and Sandnes, Anders},
pages={1-39},
language={English}
}
```

censo

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README