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CHOOSING PATTERN RECOGNITION ALGORITHMS AND DATA FEATURES

  • US 20130073490A1
  • Filed: 09/16/2011
  • Published: 03/21/2013
  • Est. Priority Date: 09/16/2011
  • Status: Active Grant
First Claim
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1. A perpetual analytics system that provides a genetic algorithm for selecting an algorithm and feature set to solve a problem, comprising:

  • an evolutionary computing engine for processing data encoded as chromosomes, wherein each chromosome encodes an algorithm and a feature set;

    a domain knowledge store that maintains a plurality of algorithms and a plurality of features;

    a system for applying a generation of chromosomes to a set of data to provide a set of results; and

    a fitness function for evaluating the set of results to rate a performance of each chromosome in the set of chromosomes;

    wherein the evolutionary computing engine is adapted to evolve a subset of the set of chromosomes into a new generation of chromosomes.

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