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Team Orienteering Problem - Project Work for Advanced Scheduling System

The project is developed for the Advanced Scheduling System exam of University of Udine. It consists in the resolutions of the Team Orientiring Problem (TOP) with different optimization tecniques:

  • Greedy Algorithm : solves the problem with greedy tecniques but also explores different partial solutions
  • Parametrized Greedy Algorithm : use Simple Greedy as basis and searches the best set of parameters that weight each rating Point component
  • Metaheuristic BackTracking : use Simple Greedy as basis and explores the other solutions branches
  • Metaheuristic BackTracking Focus : similar to Metaheuristic BackTracking, sets its own parameter as Parametrized Greedy Algorithm
  • Local Search Algorithm : use EasyLocal++ libraries and algorithms to improve the previous results provided by the other algorithms
  • Web Based Solver : built-in web solver that print the output and solve single instance in the browser using the previous algorithms

References

  • C. Archetti, A. Hertz, and M.G. Speranza. Metaheuristics for the team orienteering problem. Journal of Heuristics, 13, 49-76, 2007.
  • Chao I. Algorithms and solutions to multi-level vehicle routing problems. Ph.D. Dissertation, Applied Mathematics Program, University of Maryland, College Park, USA, 1993.
  • Chao I, Golden B, Wasil E. Theory and Methodology - The Team Orienteering Problem. European Journal of Operational Research 1996a; 88; 464-474.
  • H. Tang, E. Miller-Hooks, A tabu search heuristic for the team orienteering problem. Computers and Operations Research (2005), vol. 32, 1379-1407.

Instances

The instances of TOP can be reached at KU LEUVEN website.

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