Automated design of population-based algorithms: a case study in vehicle routing

Automated design of population-based algorithms: a case study in vehicle routing

Metaheuristics have been extensively studied to solve constraint combinatorial optimisation problems such as vehicle routing problems. Most existing algorithms require considerable human effort and different kinds of expertise in algorithm design. These manually designed algorithms are discarded aft...

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Bibliographic Details
Main Author: Yi, Wenjie
Format: Thesis (University of Nottingham only)
Language:English
Published: 2023
Subjects:
Metaheuristics; Vehicle routing problems; Algorithm design; Population-based algorithms; Machine learning; Evolution operators; Selection heuristics
Online Access:https://eprints.nottingham.ac.uk/73914/

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