We present the basic high-level structures used for developing quantum programming languages. The presented structures are
commonly used in many existing quantum programming languages and we use quantum pseudo-code based on QCL quantum programming
language to describe them.
We also present the implementation of introduced structures in GNU Octave language for scientific computing. Procedures used in
the implementation are available as a package quantum-octave providing library of functions, which facilitates the simulation of quantum
computing. This package allows also to incorporate high-level programming concepts into the simulation in GNU Octave and Matlab. As
such it connects features unique for higl-level quantum programming languages, with the full palette of efficient computational routines
commonly available in modern scientific computing systems.
To present the major features of the described package we provide the implementation of selected quantum algorithms. We also show
how quantum errors can be taken into account during the simulation of quantum algorithms using quantum-octave package. This is possible
thanks to the ability to operate on density matrices implemented in quantum-octave.
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