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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ramez Awad

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Preprint Sep 2026

Hybrid GA/MSDLO Approach to Solve a Greenfield Robotized Machine Tending Layout

Meta-heuristics like genetic algorithms (GAs) effectively explore solution spaces but often yield suboptimal results and are sensitive to parameter tuning. In contrast, the mass-spring-damper layout optimization (MSDLO) method is fast and excels in locally optimizing resource arrangements, though its effectiveness depe...

Ramez Awad, Joshua J. Beck · 0 citations

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