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Author

Menouar Boulif

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2 papers indexed here

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Preprint Oct 2026

Evolutionary Giant Tour for CVRP using NSE and ML Heuristic]{Evolutionary Giant Tour approach for CVRP using Node Shift Encoding and Machine Learning repair heuristic

The Capacitated Vehicle Routing Problem (CVRP) remains a central concern in logistics research, as route optimisation under rigid capacity and fleet restrictions directly affects operational performance. Genetic Algorithms are widely used for this problem, yet their effectiveness depends heavily on the choice of soluti...

Souad Abdoune, Menouar Boulif · 0 citations
Preprint Sep 2026

Node-Shift-Encoding Genetic Algorithm with fuzzy-enhanced reference tour to solve the bi-objective service-oriented TSP

This paper addresses a bi-objective service-oriented TSP in which the clients' ranks in the delivery path matter, and presents a Node-Shift-Encoding (NSE)-based Genetic Algorithm augmented with fuzzy reasoning to update the reference tour throughout the evolutionary process.

Souad Abdoune, Menouar Boulif · 0 citations

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