Addressing the importance of the algorithm design process, Deterministic Operations Research focuses on the design of solution methods for both continuous and discrete linear optimization problems.

Mathematical perfection in optimization is only as justified as the OF calculation is complete and true. The user needs to choose the optimizer, and the application characteristics should drive the ...

Based on this, the dominant methods in practice are based on either heuristics or local optimization algorithms, producing sub- optimal ... In this talk, we propose a new training framework with ...

This approach improves upon two key aspects: circuit design and optimization algorithms. In terms of circuit design, the technology adopts a streamlined quantum circuit structure, reducing the ...

“Quantum algorithms have the potential to solve large-scale optimization problems exponentially ... certainty equivalent MPC (CEMPC), an established deterministic MPC; and the perfect ...