LibAI

A library compiling Artificial Intelligence algorithms:

Neural Networks

• Supervised:

  • Perceptron (Single and Multilayer)
  • Adaline
  • Learning Vector Quantization
  • Radial Basis Function
  • Support Vector Machines.
  • Hebb

• Unsupervised:

  • Competitive
  • Hopfield
  • Kohonen

Fuzzy Logic

Inference engine, rules and set.

Genetic Algorithm

Binary & permutation chromosomes, elitism algorithm.

Decision Tree

• C4.5 algorithm with discrete and continuous attributes.
• Naive Bayes inference.

Search Algorithms

• Depth First Search
• Breeadth First Search
• A*

Ant Colony Optimization

• Metaheuristic framework
• MMAS
• AntQ
• Ant System
• Ant System Rank
• Elistist Ant System.

More things to come!