Overlapping Branch and Bound

Release: 0.8b

Date: 20 June, 2016

Author: J. M. Fowkes

oBB is an algorithm for the parallel global optimization of functions with Lipchitz continuous gradient or Hessian.

• Installing oBB
  • Requirements
  • Installation using pip
  • Manual installation
  • Testing
  • Uninstallation
• User Guide
  • Global Optimization
  • How to use oBB
  • Optional Arguments
  • Example of Use
  • Running the Algorithm
  • Using the RBF Layer
  • RBF Layer for the COCONUT Test Set
  • Acknowledgements
  • References

Acknowledgements

This work was supported by EPSRC grants EP/I028854/1 (PI: Dr Coralia Cartis) and NAIS EP/G036136/1. We are also grateful to Prof Nick Gould for his help and advice during development, Mehdi Towhidi for providing us with his PyQuadProg code and Alberto Guida for his range reduction strategy enhancement.