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| The Path to Genetic Algorithms
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Classroom Contents
The Survival of the Fittest Route - Genetic Algorithms in Shipping and Sustainability
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- 1 | Co-Host Introduction: Professor Adam Sobey
- 2 | Guest Introduction: Dr. Przemyslaw Slaw Grudniewski
- 3 | The Path to Genetic Algorithms
- 4 | Why Shipping Matters: The Ever Given Incident
- 5 | The Sustainability Imperative
- 6 | Defining Genetic Algorithms
- 7 | Applying Evolutionary Principles to Route Optimisation
- 8 | Multi-Objective Genetic Algorithms
- 9 | Charter Party Agreements & Alternative Fuels
- 10 | The Rise of Fully Autonomous Vessels
- 11 | Sustainability Benefits of Autonomy
- 12 | Safety and Regulation
- 13 | Risks: Cyber Threats and Bad Actors
- 14 | Why Genetic Algorithms Win
- 15 | Top Performance: cMLSGA
- 16 | History: From Alan Turing to Today
- 17 | Ants, Tribes, and Co-Evolution
- 18 | Scaling Solutions through Collectives
- 19 | Multi-Level Selection
- 20 | Collective vs. Convergence-Based Algorithms
