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QUBO problems for linear systems of equations (LSEs)

Project description

Solve LSEs using

  • classical LU solver
  • QUBO formulation minimizing (A x - b) squared with binary representation
  • QUBO formulation with gate-based encoding

A x = b

Structure

  1. poisson generates A and b for discrete poisson equation
  2. lsequbo takes A and b and creates .ising files for QUBO problems
  3. ising loads and dumps .ising files

Output

Problems are labeled upon creation.

lsequbo stores files for each run in the directory out/label/ by default. Stored are

  • binary-encoding.ising
  • gate-based-encoding.ising

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