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Application US20190043025
Published 2019-02-07
Genetic Algorithms In Blockchain Space
Techniques are disclosed for managing digital assets. One embodiment presented herein includes a computer-implemented method, which includes receiving one or more optimization criteria from a user for optimizing a portfolio of digital assets. The method further includes generating a genome population comprising a plurality of genomes, each of which represents a solution for optimizing the portfolio of digital assets. The method further includes selecting two parent genomes from the genome population, mating the two parent genomes to produce a child genome, mutating the child genome, adding the child genome to the genome population, and removing a number of genomes from the genome population. The method further includes, upon determining, based on the one or more optimization criteria, that a genome in the genome population represents an optimal solution, performing at least one of buying, selling, and trading of digital assets according to the solution represented by the genome.
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- 1. A computer-implemented method for managing digital assets, comprising:
receiving one or more optimization criteria from a user for optimizing a portfolio of digital assets; generating a genome population comprising a plurality of genomes, each of which represents a solution for optimizing the portfolio of digital assets; selecting and mating two parent genomes from the genome population to produce a child genome; mutating the child genome; adding the child genome to the genome population; removing a number of genomes from the genome population; determining, based on the one or more optimization criteria, whether any genome in the genome population represents an optimal solution; upon determining that a genome in the genome population represents an optimal solution, performing at least one of buying, selling, and trading of digital assets according to the solution represented by the genome.
- 9. A computing device for managing digital assets, the computing device comprising:
a memory; and a processor configured to perform a method for managing digital assets, comprising:
receiving one or more optimization criteria from a user for optimizing a portfolio of digital assets;
generating a genome population comprising a plurality of genomes, each of which represents a solution for optimizing the portfolio of digital assets;
selecting and mating two parent genomes from the genome population to produce a child genome;
mutating the child genome;
adding the child genome to the genome population;
removing a number of genomes from the genome population;
determining, based on the one or more optimization criteria, whether any genome in the genome population represents an optimal solution;
upon determining that a genome in the genome population represents an optimal solution, performing at least one of buying, selling, and trading of digital assets according to the solution represented by the genome.
- 17. A computer-readable medium comprising instructions that when executed by a computing device cause the computing device to perform a method for managing digital assets, the method comprising:
receiving one or more optimization criteria from a user for optimizing a portfolio of digital assets; generating a genome population comprising a plurality of genomes, each of which represents a solution for optimizing the portfolio of digital assets; selecting and mating two parent genomes from the genome population to produce a child genome; mutating the child genome; adding the child genome to the genome population; removing a number of genomes from the genome population; determining, based on the one or more optimization criteria, whether any genome in the genome population represents an optimal solution; upon determining that a genome in the genome population represents an optimal solution, performing at least one of buying, selling, and trading of digital assets according to the solution represented by the genome.
