Artificial Mind : .NET SDK for Artificial Intelligence  

ArtificialMind is a free Artificial Intelligence platform (SDK) that provides the following services: Search Algorithms for problem solving, Genetic Algorithms and Artificial Neural Networks.

ArtificialMind Genetic Algorithms is .NET, class library that provides API for use of Genetic Algorithms in .NET applications.

• Generational Genetic Algorithm
• Generational Gap (Steady State) Genetic Algorithm
• Minimization & Maximization of evaluation function.
• History of best populations, which is available during evolution process.
• 'Roulette Wheel Sampling' and 'Tournament' selection algorithms.
• Kin punishment - allows to decrease fitness value of identical individuals (genes) in the same population.
• Generation Gap (Steady-State) - allows to specify how many genes will be replaced in each generation.

To browse on-line documentation for Genetic Algorithms click here.

If you new to genetic algorithms you may want to visit the following links:

• Genetic Algorithms FAQ
• Generation 5

ArtificialMind Search Algorithms is .NET class library that provides API for use of Search Algorithms in .NET applications.

• Breadth-first search algorithm.
• Depth-first search algorithm.
• Uniform cost search algorithm.
• Greedy search algorithm.
• A* search algorithm.

To browse on-line documentation for Search Algorithms click here.

If you are new to search algorithms you may want to visit the following link: Artificial Intelligence: The virtual lecture project.

Artificial Neural Networks is .NET class library that provides API for use of Artificial Neural Networks in .NET applications.

• Vanilla Backpropagation learning.
• Vanilla Backpropagation with weights decay.
• Vanilla Backpropagation with momentum influence.
• Easy to use API to construct new types of networks.

To browse on-line documentation for Neural Networks click here.