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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Konstantinos I. Chatzilygeroudis

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Jul 2026

Hybrid Augmented Lagrangian Method for General Constrained Optimization via Evolutionary Algorithms

This work proposes a Hybrid Augmented Lagrangian method that integrates the AL framework's constraint-handling strengths with the exploratory power of population-based search, and outperforms purely evolutionary approaches and scales more effectively to high-dimensional constrained problems, where evolutionary-only met...

Lampros Printzios, Konstantinos I. Chatzilygeroudis · 0 citations
Book Open access Jul 2026

Constrained Optimization using an Evolutionary - Augmented Lagrangian approach

This work proposes a Hybrid Augmented Lagrangian (HyAL) method that combines the constraint-handling capabilities of the AL framework with the exploratory power of population-based search, and demonstrates that HyAL effectively solves constrained optimization problems, including high-dimensional cases where population-...

Lampros Printzios, Konstantinos I. Chatzilygeroudis · 0 citations

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