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TechEvent 2019: Ai and IoT in a real life scenario - how to operate a complex bus depot with AI?; Lev Kiwi; Ulises Fasoli - Trivadis

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Ai and IoT in a real life scenario - how to operate a complex bus depot with AI?; Lev Kiwi; Ulises Fasoli - Trivadis TechEvent 2019

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TechEvent 2019: Ai and IoT in a real life scenario - how to operate a complex bus depot with AI?; Lev Kiwi; Ulises Fasoli - Trivadis

  1. 1. LevKiwi.ch@Trivadis AI & IoT in a real life scenario How to operate a complex bus depot with AI? Lev Kiwi & Ulises Fasoli
  2. 2. Lev Kiwi Consultant in AI, Data Science & Business Analytics Lev.Kiwi@trivadis.com +41 58 459 53 75 Ulises Fasoli Senior Consultant Big Data & Data Science Ulises.Fasoli@trivadis.com +41 58 459 58 04
  3. 3. Use Case Transports publics fribourgois
  4. 4. Speaking in numbers... Up to 2000 trips to plan with more than 220 vehicles (with characteristics) over a network of 9 depots (with constraints) ...in real time !
  5. 5. Solution
  6. 6. ADepot B C 07:30 07:40 09:50 10:10 The mathematical model
  7. 7. The Artificial Intelligence Two-step iterative algorithm 1. Greedy algorithm 2. Local Search optimizations
  8. 8. Illustration of the algorithm Travelling salesman problem
  9. 9. Architecture
  10. 10. Demo time!

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