| 1. Constraint Satisfaction Problems (CSP) |
 1 - Constraint Satisfaction Problems |
Constraint Satisfaction Problems |
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 Video: Applications of Graph Colouring |
Real World Applications of Graph Colouring
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Activity 1.1: Backtracking and the Graph Colouring Problem |
Backtracking and the Graph Colouring Problem
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Activity 1.2: General Purpose Heuristics |
General Purpose Heuristics
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Activity 1.3: Heuristics Implementation |
General Purpose Heuristics |
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 Adjacency Matrix |
General Purpose Heuristics
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Activity 1.4. Local Search: Tasks and workers |
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Backtracking Rubric |
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Answers-Graph Colouring Problem |
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Self-Assessment Quiz |
Constraint Satisfaction Problems |
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Intelligent Systems - Schalkoff (UCA-Library) |
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Artificial Intelligence - Russell & Norvig (UCA-Library) |
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Website: Artificial Intelligence: A Modern Approach |
Web plenty of resources and information, Artificial Intelligence: A Modern Approach |
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| 2. Trajectory-based Metaheuristics |
2- Trajectory-based Metaheuristics |
Simulated Annealing and Tabu Search |
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Activity 2.1: Annealing and Tasks & Workers |
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Activity 2.2: Tabu search & SAT |
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Activity 2.3. Comparative study |
Local, Tabu and Annealing Search |
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Self-Assessment Quiz |
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Solved-Exercise: SAT&Tabu |
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Artificial Intelligence - Russell & Norvig (UCA-Library) |
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Intelligent Systems - Schalkoff (UCA-Library) |
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| 3. Population-based Metaheuristics |
Unit 3. Population-based Metaheuristics |
Genetic Algorithms and Particle Swarm Optimization |
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Activity 3.1: Before Listening |
Before and during the listening |
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 Genetic Algorithms explained in 4 minutes |
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Activity 3.2. Genetic Operators |
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Activity 3.3: CrossoverMethods |
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Activity 3.4: PSO |
Implementation of the PSO strategy |
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U3_GAQuizz |
Quiz about Genetic Algorithms |
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How to solve it. Modern Heuristics - Michalewicz, Z. & Fogel D. (UCA-Library) |
Michalewicz, Z. y Fogel D. How to solve it. Modern Heuris.cs(Springer, 2004)
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Metaheuristics. From design to implementation. El-Ghazali Talbi. (Wiley 2009) |
Metaheuristics. From design to implementation. El-Ghazali Talbi. (Wiley 2009)
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Swarm Intelligence |
Link to Swarm Intelligence
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| 4. Uncertainty |
Fuzzy Systems |
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Fuzzy Systems - An introduction |
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Activity 4.1: Fuzzy Operators & Tipping in a restaurant |
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Activity 4.2: FISinMatlab |
Some tips about Fuzzy Logic Toolbox in Matllab |
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Temperature Control - Solution |
Fuzzy system to control temperature step by step |
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Fuzzy Sets - Zadeh, L.A. (Google Scholar) |
Zadeh, L.A.: Fuzzy Sets. Inf. Control 8(3), 338–353 (1965)
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How to solve it. Modern Heuristics - Michalewicz, Z. & Fogel D. (UCA-Library) |
Michalewicz, Z. y Fogel D. How to solve it. Modern Heuris.cs(Springer, 2004)
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