Algorithm Design and Validation

Aviation algorithm design and validation is a core competency and market differentiator here at Mosaic.

Mosaic ATM designs complex, mathematical algorithms at the core of ATM concept alternatives. Our agile approach begins with algorithms appropriate for proof-of-concept activities and iterates to reach deployment-ready, validated algorithms that handle real-world data anomalies and off-nominal situations. We are experts in the development of algorithms that inherently address the uncertainty of input data.

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Mosaic also has extensive experience developing and applying advanced analytical techniques across a wide variety of non-aviation business questions and use cases. Because of our depth of talent and expertise in machine learning, artificial intelligence, and other cutting-edge capabilities, Mosaic personnel will apply the right tools, techniques, and technology in collaboration with your team. 

Our expertise in aviation algorithm design and development includes:

  • Optimization, including stochastic optimization
  • Mixed-integer linear programming
  • Network optimization
  • Various clustering techniques
  • Genetic algorithms
  • Neural networks and deep learning
  • Predictive analytics and machine learning
  • Principal components analysis
  • Random forests, support vector machines, logistical regression
  • Collaborative filtering
  • Scheduling
  • Trajectory prediction
  • Taxi in/out prediction
  • Computational geometry
  • Algorithm parallelization and performance techniques