# IMA Video Library

Note: The videos available on this page are copyrighted material. It is intended for personal use or for educational purpose. Renting or resale of this product or any part of its contents is prohibited. Reproduction of any material contained in these videos onto any other media, or reuse in any other form for any purpose, without the expressed written consent of both the IMA and the lecturer, is strictly prohibited.

Data Science Seminar

New Directions Short Course

Date | Title / Speaker | |
---|---|---|

August 12, 2016 |
Mixed-integer Nonlinear Optimization: Problems and Solutions Daniel Bienstock (Columbia University) |
New Directions Short Course |

August 12, 2016 |
An Introduction to Mixed Integer Nonlinear Optimization Jeff Linderoth (University of Wisconsin, Madison), Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 11, 2016 |
Decomposition and Reformulation in Mixed-Integer Programming Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 11, 2016 |
Solving Symmetric Integer Programs Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 11, 2016 |
Introduction to Cutting-plane Theory (Part 2) Santanu Dey (Georgia Institute of Technology) |
New Directions Short Course |

August 11, 2016 |
Introduction to Cutting-plane Theory (Part 1) Santanu Dey (Georgia Institute of Technology) |
New Directions Short Course |

August 10, 2016 |
Complexity of Integer Programming Robert Hildebrand (IBM) |
New Directions Short Course |

August 10, 2016 |
The Branch-and-Cut Algorithm for Solving Mixed-Integer Optimization Problems Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 10, 2016 |
Modeling with Integer variables Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 09, 2016 |
Multistage Stochastic Programming Shabbir Ahmed (Georgia Institute of Technology) |
New Directions Short Course |

August 09, 2016 |
Algorithms for Solving Two-Stage Stochastic Optimization Problems Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 09, 2016 |
Benders Decomposition for Solving Two-stage Stochastic Optimization Models Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 08, 2016 |
Sample Average Approximation for Stochastic Programs David Morton (Northwestern University) |
New Directions Short Course |

August 08, 2016 |
Risk Measures in Stochastic Optimization Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 08, 2016 |
Stochastic Programming Modeling Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 05, 2016 |
Zero-Order, Black-Box, Derivative-Free, and Simulation-Based Optimization Stefan Wild (Argonne National Laboratory) |
New Directions Short Course |

August 05, 2016 |
Optimization in Machine Learning and Data Analysis Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 04, 2016 |
Constrained Nonlinear Optimization Algorithms Part II Andreas Waechter (Northwestern University) |
New Directions Short Course |

August 04, 2016 |
Constrained Nonlinear Optimization Algorithms Part I Andreas Waechter (Northwestern University) |
New Directions Short Course |

August 04, 2016 |
Constrained Nonlinear Optimization Theory Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 03, 2016 |
Semidefinite Programming Shuzhong Zhang (University of Minnesota, Twin Cities) |
New Directions Short Course |

August 03, 2016 |
Linear Programming Part II: Interior-point Methods and Extensions to Convex Quadratic Programming and Linear Complementarity Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 03, 2016 |
Linear Programming Part I: Duality Theorem and Simplex Method Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |