@article { ,
	title = {Optimization through quantum computing},
	editor = {F.-Javier heredia},
	year = {2023},
	month = {30/06/2023},
	type = {MSc Thesis},
	address = {Facultat d'Informātica de Barcelona},
	abstract = {This thesis explores the application of quantum computing techniques to solve Quadratic Unconstrained Binary Optimization problems, with a focus on the Unit Commitment problem. The thesis provides an introduction to quantum computing, including its mathematical foundation and the distinction between classical and quantum systems. It then discusses Variational Quantum Algorithms and explores various quantum computing platforms. Then a novel formulation of the Unit Commitment problem is presented, along with its implementation using the Qiskit library. The results obtained from the implementation are summarized, highlighting the process of using quantum computing for solving optimization problems.},
	keywords = {teaching; unit commitment; quantum computing; QUBO},
	URL = {http://hdl.handle.net/2117/394532},
	author = {Andrea Iglesias Munilla}
}

