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Sequence-based Selection Hyper-heuristics with a Prolog Knowledge-based System for Real-World Network Design Optimisation
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DOI：10.1016/j.eswa.2026.132092.png)
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Abstract
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• Prolog knowledge-based system enhances network domain flexibility. • Sequence-based hyper-heuristics escape local optima effectively. • Method scales well and yields cost-effective solutions for fibre rollouts. • Hybrid framework improves modularity and usability, while eases automation.
Keywords:
Knowledge-based Systems
Hyper-heuristics
Telecommunications
Combinatorial Optimisation
Logic Programming
Industrial Applications
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