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2024-MeMoCO-SC2598-000ZZ-2024-SCP7079402-N0-SC2598
Lecture notes and slides
Lecture notes and slides
Section outline
Select activity Introduction to the course unit with insights into content and organization (posted 20-Sep-24)
Introduction to the course unit with insights into content and organization (posted 20-Sep-24)
File
Select activity Modeling by linear programming: slides (posted 3-Oct)
Modeling by linear programming: slides (posted 3-Oct)
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Select activity Modeling by linear programming: text (posted 3-Oct)
Modeling by linear programming: text (posted 3-Oct)
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Select activity Meta-heuristics - lecture notes (part I, topics up to slide 20) (posted 25-Oct-2024)
Meta-heuristics - lecture notes (part I, topics up to slide 20) (posted 25-Oct-2024)
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Select activity Metaheuristics - slides (complete) (posted 25-Oct-2024, update 21-Nov-2024)
Metaheuristics - slides (complete) (posted 25-Oct-2024, update 21-Nov-2024)
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Select activity Optional reading: papers on metaheuristics (free l...
Optional reading
: papers on metaheuristics (
f
ree
link from the Department network): (posted 02 Dec 2022)
Overview (C. Blum and A. Roli)
The metaphor exposed (K. Sörensen)
Introduction to a book on Matheuristics
(V. Maniezzo, M.A. Boschetti, T. Stützle)
- mentioned book chapters are avilable
online
Example of a Matheuristic: Kernel Search (V. Maniezzo, M.A. Boschetti, T. Stützle)
Select activity Linear Programming and the simplex method: an overview (posted 6-Dec-2024)
Linear Programming and the simplex method: an overview (posted 6-Dec-2024)
File
Select activity Review of duality in linear programming (posted 12-Dec-2024)
Review of duality in linear programming (posted 12-Dec-2024)
File
Select activity Column generation methods (posted 16-Dec-2024)
Column generation methods (posted 16-Dec-2024)
File
Select activity Solution Methods for Integer Linear Programming (posted 7-Jan-2025)
Solution Methods for Integer Linear Programming (posted 7-Jan-2025)
File
Select activity Cover inequalities - slides (posted 9-Jan-2025)
Cover inequalities - slides (posted 9-Jan-2025)
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Select activity Cover inequalities - lecture notes - (posted 9-Jan-2025)
Cover inequalities - lecture notes - (posted 9-Jan-2025)
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Select activity FOR READING: Assignment and total unimodularity (posted 15-Jan-2025)
FOR READING: Assignment and total unimodularity (posted 15-Jan-2025)
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Select activity FOR READING: Exact methods for the Traveling Salsesman Problem (posted 15-Jan-2025)
FOR READING: Exact methods for the Traveling Salsesman Problem (posted 15-Jan-2025)
File
Select activity Optional reading: sample applications (free link f...
Optional reading
: s
ample applications
(
f
ree
link from the Department network)
Evolving Neural Networks Through Augmenting Topologies. (K.O. Stanley and R. Miikkulainen, Evolutionary Computation)
Data-driven matheuristic for the Air Traffic Flow Management Problem (L. De Giovanni, C. Lancia and G. Lulli)
A two-level local search heuristic for pickup and delivery problems in express freight trucking (L. De Giovanni, N. Gastaldon and F. Sottovia, Networks)