A systematic QUBO construction via ReLU expansion and binary sign-bit encoding for Gaussian mixture, RBF kernel, and ReLU-network surrogates, enabling quantum-annealing-based black-box optimization.
Our target is maximizing F(x) = K∑ k=1 ck f (qk(x))
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
quant-ph 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Systematic and Efficient Construction of Quadratic Unconstrained Binary Optimization Forms for High-order and Dense Interactions
A systematic QUBO construction via ReLU expansion and binary sign-bit encoding for Gaussian mixture, RBF kernel, and ReLU-network surrogates, enabling quantum-annealing-based black-box optimization.