Linearweightsemployees.md

D-Wave Systems Quantum Computing Project

Workforce Optimization with DQM

Table of Contents

1. Objective
2. DQM Implementation

Objective

Optimizing workforce distribution using Discrete Quadratic Models (DQM) on D-Wave Systems.

DQM Implementation

Initialize DQM Object

from dimod import DiscreteQuadraticModel
dqm = DiscreteQuadraticModel()

Add Variables for Employees

for name in employees:
    dqm.add_variable(num_shifts, label=name)

Set Employee Preferences

dqm.set_linear("Anna", [1,2,3,4])
dqm.set_linear("Bill", [3,2,1,4])
dqm.set_linear("Chris", [4,2,3,1])
dqm.set_linear("Diane", [4,1,2,3])

Run

python main.py