ErvinCs / AI

Artificial Intelligence Course UBB Sem4

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AI

Lab1 - Sudoku Optimisation

An optimized DFS algorithm for solving given sudoku problems.

Lab2-3 - EA & ACO

Builds the highest possible tower with the given cubes/blocks such that no 2 levels have the same color.
An implementation of a standard evolutionary algorithm and one of the ant colony optimization.
Uses: swap mutation, order crossover, tournament selection, ranking selection

Lab4 - ANN Robot

Trains a 24-sensor (15 degrees apart) robot to navigate without colliding with any obstacles in a 2D area.

Lab5 - ANN Mixture Quality

Approximates the quality of a concrete mixture (3 criterias) based on 7-tuple inputs.

Learned:

  • Representing Search Problems
  • Informed & Uninformed Search Strategies
  • Hill Climbing
  • Evolutionary Algorithms - PSO & ACO
  • Artificial Neural Networks
  • Rule-based Systems

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Artificial Intelligence Course UBB Sem4


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