Searched for: subject:"Quantum%5C+annealing"
(1 - 7 of 7)
document
Phillipson, F. (author), Bontekoe, T.H. (author), Chiscop, I. (author)
Energy storage systems and home energy management and control systems will play an important role in reaching the Paris Agreement on climate change. Underlying scheduling mechanisms will lead to a computational burden when the size of the systems and the size of the control space increase. One, upcoming alternative to overcome this computational...
conference paper 2021
document
Phillipson, F. (author), Chiscop, I. (author)
Quantum computing is developing fast. Real world applications are within reach in the coming years. One of the most promising areas is combinatorial optimisation, where the Quadratic Unconstrained Binary Optimisation (QUBO) problem formulation is used to get good approximate solutions. Both the universal quantum computer as well as the quantum...
conference paper 2021
document
Phillipson, F. (author), Bhatia, H.S. (author)
conference paper 2021
document
Phillipson, F. (author), Chiscop, I. (author)
conference paper 2021
document
Phillipson, F. (author), Bontekoe, T. (author), Chiscop, I. (author)
Energy storage systems and home energy management and control systems will play an important role in reaching the Paris Agree ment on climate change. Underlying scheduling mechanisms will lead to a computational burden when the size of the systems and the size of the control space increase. One, upcoming alternative to overcome this...
conference paper 2021
document
Chiscop, I. (author), Nauta, J.C. (author), Veerman, B. (author), Phillipson, F. (author)
The Multi-Service Location Set Covering Problem is an extension of the well-known Set Covering Problem. It arises in practical applications where a set of physical locations need to be equipped with services to satisfy demand within a certain area, while minimizing costs. In this paper we formulate the problem as a Quadratic Unconstrained Binary...
conference paper 2020
document
Neumann, N.M.P. (author), de Heer, P.B.U.L. (author), Chiscop, I. (author), Phillipson, F. (author)
With quantum computers still under heavy development, already numerous quantum machine learning algorithms have been proposed for both gate-based quantum computers and quantum annealers. Recently, a quantum annealing version of a reinforcement learning algorithm for grid-traversal using one agent was published. We extend this work based on...
conference paper 2020
Searched for: subject:"Quantum%5C+annealing"
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