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GenQAOA

GenQAOA is a MATLAB-based library used to study the (generalized) quantum approximate optimization algorithm (QAOA).

Usage

  1. navigate to GenQAOA/MATLAB directory
  2. run the initialize.m script to add various subdirectories to MATLAB's path
  3. run your script (for example, navigate to GenQAOA/MATLAB/demo and run a demo script)

Explanation of library organization

MATLAB/Classical - classical algorithms for solving combinatorial optimization problems (serving as comparison)

MATLAB/QAOA - functions that simulate quantum ciruits for various (generalized) QAOA

MATLAB/QA - functions related to quantum annealing or adiabatic algorithm

MATLAB/demo - demo scripts that utilize the library

MATLAB/experiments - some experimental code used by the author for pet projects (use at your own risk)

MATLAB/graphutils - various functions that help create and analyze graph objects

MATLAB/utils - various utility functions (e.g. efficient creation of kronecker products)

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Generalized QAOA

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