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MEMOCO - 2022-SC2598-000ZZ-2022-SCP7079402-N0
Lecture notes and slides
Lecture notes and slides
Section outline
Select activity Introduction to the course unit with insights into content and organization (posted 27-Sep)
Introduction to the course unit with insights into content and organization (posted 27-Sep)
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Select activity Modeling by linear programming: slides (posted 6-Oct, update 28-Oct)
Modeling by linear programming: slides (posted 6-Oct, update 28-Oct)
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Select activity Modeling by linear programming: text (posted 6-Oct)
Modeling by linear programming: text (posted 6-Oct)
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Select activity Linear Programming and the simplex method: an overview (posted 19-Oct)
Linear Programming and the simplex method: an overview (posted 19-Oct)
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Select activity Review of duality in linear programming (posted 25-Oct-2022)
Review of duality in linear programming (posted 25-Oct-2022)
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Select activity Column generation methods (posted 25-Oct-2022)
Column generation methods (posted 25-Oct-2022)
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Select activity Solution Methods for Integer Linear Programming (posted 09-Nov-2022)
Solution Methods for Integer Linear Programming (posted 09-Nov-2022)
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Select activity Cover inequalities (posted 23-Nov-2022)
Cover inequalities (posted 23-Nov-2022)
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Select activity OPL resources for classes on ILP (posted 23-Nov/2022)
OPL resources for classes on ILP (posted 23-Nov/2022)
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Select activity Cover inequalities - slides (posted 235-Nov-2022)
Cover inequalities - slides (posted 235-Nov-2022)
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Select activity Assignmen and total unimodularity (posted 25-Nov-2022)
Assignmen and total unimodularity (posted 25-Nov-2022)
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Select activity Exact methods for the Traveling Salsesman Problem (posted 30-Nov-2022)
Exact methods for the Traveling Salsesman Problem (posted 30-Nov-2022)
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Select activity Introduction to Metaheuristics: surgery rooms with OPL (posted 30-Nov-2022)
Introduction to Metaheuristics: surgery rooms with OPL (posted 30-Nov-2022)
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Select activity Meta-heuristics - lecture notes (part I, topics up to slide 20) (posted 30-Nov-2022)
Meta-heuristics - lecture notes (part I, topics up to slide 20) (posted 30-Nov-2022)
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Select activity Meta-heuristics - slides (complete) (posted 30-Nov-2022 ; update 11-Jan-2023)
Meta-heuristics - slides (complete) (posted 30-Nov-2022 ; update 11-Jan-2023)
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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)
Matheuristics: Optimization, Simulation, Control - Section 1.1 (Boschetti, Maniezzo, Roffilli, Bolufé-Röhler, Hybrid Metaheuristics Conference)
Sample applications
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)