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Search and Optimization Algorithms
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seek-hiding's Introduction
IT00CJ42: Search and Optimization Algorithms
- Week 1 - Introduction to optimization and metaheuristics
- Week 2 - Random and local search (hill climbing)
- Week 3 - Experimental methodology
- Week 4 - Tabu search
- Week 5 - Simulated Annealing
- Week 6 - Minimax and Alpha-Beta Search
- Week 7 - Evolutionary Algorithms, Genetic algorithms
- Week 8 - Multi-objective optimization and Genetic Algorithms
- Week 9 - Search-based software engineering
- How to test the automatic ground collision avoidance system of a jet plane
- How to design a (simple) AI player for the game of Chess
- How to configure a video decoding application in a single board computer to reduce power consumption
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