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Summer School on Large Scale Optimization at IIM Ahmedabad [May 17-24]: Register by May 1: Expired

Based on the enthusiastic response after the first Summer School on Large Scale Optimization held at the Indian Institute of Management Indore last year, its next offering, to be held at the Indian Institute of Management Ahmedabad, May 17-24, 2020.
Several real-world optimization problems (for example, facility location problems, network design problems, vehicle routing problems, etc.) that commonly arise in the context of Supply Chain and Logistics, are often modeled as Integer Programs/Mixed Integer Programs Program (IPs/MIPs).
IPs/MIPs can be notoriously difficult, often to an extent that even the best IP/MIP solvers, which use Branch and Cut algorithms, fail to solve them in a reasonable time. The objective of the Summer School on Large Scale Optimization is to train participants on how to take advantage of the often hidden special structures of such problems, either by relaxation or by decomposition into relatively easier/smaller problems, which can be solved efficiently using their special structures.
The challenge then is how to recover the solution to the original problem from the solution to its relaxation/ decomposition. To this end, it will provide tutorials on several decomposition techniques, namely, Lagrangian Relaxation, Benders Decomposition, Column Generation, Dantzig-Wolfe Decomposition methods, Cutting Plane Methods, and Generalized Benders for IPs/MIPs and Mixed Integer Non-linear Programs (MINLPs).

Topics
  • Modeling for Integer Programs
  • Introduction to AMPL (A Mathematical Programming Language)
  • Introduction to Modeling in C++/Python (for IBM Cplex/Gurobi)
  • Branch & Bound Method
  • Valid Inequalities & Cutting Plane Method
  • Benders Decomposition
  • Generalized Benders Decomposition
  • Lagrangian Relaxation
  • Column Generation
  • Dantzig-Wolfe Decomposition
  • Non-linear programming
  • Mixed Integer Non-linear Programming
  • Heuristics & Matheheuristics
  • Multi-level Optimization
  • Stochastic Programming
Who can attend?
  • Masters/PhD students in Operations Research/Management Science/Industrial Engineering
  • Faculty members working with Integer Programs
  • Industry professionals in Optimization/Logistics/Supply Chain Domain
Important dates
  • 17 May-24 May: Summer School on Large Scale Optimization
  • 15 February, 2020: Registration opens
  • 01 March, 2020: Early bird registration deadline
  • 01 May, 2020: Registration closes
Registration

 

Category

Early Bird Registration
(Till  01 March, 2020)

Regular Registration
(From 02 March, 2020 To 01 May, 2020)

Students:

  • Only Registration (free accommodation in Non-A/C dorm available)
  • Registration +  Accommodation in A/C Dorms, without Meals
  • Registration +  Accommodation in A/C Guest House, with Meals

INR 10,000
INR 25,000
INR 35,000

INR 12,000
INR 27,000
INR 37,000

Faculty/Industry Participants:

  • Only Registration (without accommodation)
  • Registration + Accommodation in A/C Dorms, without Meals
  • Registration + Accommodation in A/C Guest House, with Meals

INR 15,000
INR 25,000
INR 35,000

INR 17,000
INR 27,000
INR 37,000

International Participants:

  • Only Registration (without accommodation)
  • Registration + Accommodation in A/C Dorms, without Meals
  • Registration + Accommodation in A/C Guest House, with Meals

US $350
US $550
US $700

US $400
US $600
US $750

Contact

Prof. Sachin Jayaswal
Phone: +91-79 6632 4877
Email: sachin[at]iima.ac.in

For more details, click here.

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