Hybrid Usage Examples#

For beginner examples, see the Basic Hybrid Examples section.

Nonlinear Models#

These examples solve small instances of known optimization problems using the Leap service’s hybrid nonlinear-model solver (also known as the Stride™ hybrid solver).

Demonstrates more advanced usage options for solving nonlinear models.

Vehicle Routing: Using a Nonlinear Model

Quadratic Models#

These examples use the Leap service’s quadratic model solvers.

Solves an unconstrained problem using the Leap service’s hybrid BQM solver.

Structural Imbalance: BQM Solver

Solves a discrete quadratic model (DQM) using the Leap service’s hybrid DQM solver.

Map Coloring: DQM Solver

Demonstrates using a dwave-hybrid out-of-the-box hybrid solver.

Map Coloring: dwave-hybrid Solver

Builds a hybrid workflow and solver for a large random-graph problem.

Big Random Graph: dwave-hybrid Workflow

Demos#

D-Wave’s dwave-examples GitHub repo contains many more code examples.

Example of constraint-satisfaction problem.

Example of constraint-satisfaction problem.

Example of constraint-satisfaction problem.

Complements similar examples to those presented above.

Complements similar examples to those presented above.

Prototype application.

Prototype application.

Jupyter Notebooks#

These examples, in a web-based interactive environment that includes documentation and code, are helpful for both walking beginners through the theory and practice of problem solving and explaining complex features. They can also serve as a framework in which to develop your own code.

These notebooks walk you through using and developing hybrid solvers.

Explains a feature of the quantum computer.

Explains a feature of the quantum computer.