Using the Parameterized Quantum Circuit combined with Variational-Quantum-Eigensolver (VQE) to create an Intelligent social workers' schedule problem solver

Understand

The social worker scheduling problem is a class of combinatorial optimization problems that combines scheduling with routing issues.

• These types of problems with classical computing can only be solved, in the best of cases, in an approximate way and significantly when the input data does not grow considerably.
• Today, the focus on the quantum computer should no longer be only on its enormous computing power, but also on the use of its imperfection for this era, (Noisy Intermediate-Scale Quantum (NISQ)) to create a powerful optimization and learning device that uses variational techniques.
• We had already proposed a formulation and solution of this problem using the capacity of the quantum computer.