At Optomatica we don't see our selves as a technique specific consultancy. We apply whatever combination of techniques that are appropriate to the problem at hand to give our customers the best possible performance.

 

Certain highly non-linear optimization problem are best dealt with using nature inspired techniques such a evolutionary algorithms. Simpler problems are best formulated within the traditional operations framework such as linear programming.

 

A sampling of the approaches we use are:

  • Evolutionary Algorithms

  • Neural Networks

  • Heuristic search

  • Hybrid approaches

  • Agent based models

  • Gaussian processes and kernel regression

  • Dynamic programming

  • Reinforcement learning

  • Linear programming

  • Quadratic programming

  • Mixed integer programming

 

 

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