QuantumGEP: Gene Expression Programming for Quantum Computing

We are designing and implementing QuantumGEP [1]: a scalable artificial intelligence software generator to construct quantum circuits that output the ground state of a Hamiltonian when applied to an initial state. QuantumGEP relies on gene expression programming (GEP) [2] and this talk focuses on advanced features, including automatically defined functions, multiple genes, and the chromosome. [1] The software is at https://github.com/g1257/evendim; [2] Ferreira, C., Gene Expression Programming, Mathematical Modeling by an Artificial Intelligence, 2nd Ed. Springer-Verlag, Berlin, Heidelberg, 2006.