import dimod
# Define the graph and binary variables
graph = {('A', 'B'), ('A', 'C'), ('B', 'C'), ('B', 'D'), ('C', 'D')}
binary_variables = {'A', 'B', 'C', 'D'}
# Create a binary quadratic model (BQM)
bqm = dimod.BinaryQuadraticModel.empty(dimod.BINARY)
# Add the objective function
for u, v in graph:
# Add the cost of edge connection
bqm.add_interaction(v, v, 1)
# Print the binary quadratic model
print(bqm)| Associated Context | |
|---|---|
| Type | Code Snippet ( .py ) |
| Associated Tags | netcdf arcpy Computational Learning dimod objective function algorithmic-trading binary variables SDK Use Cases edge connection cost valueerror BQM printing Data Visualization Graph Variables BQM interaction networkx numpy Dimod Library Objective Function BQM representation Binary quadratic Model Binary Variables Edge Connection Dimod Framework BQM creation graph definition binary quadratic model Framework: dimod |
| 💡 Smart Description | This code creates a binary quadratic model using the dimod library and adds an objective function to each edge. The graph is then created with 1 points of edges, which can be used for costing between two connections in parallel by adding interaction The code snippet defines a graph and binary variables, then creates a binary quadratic model (BQM) using the dimod library. It adds the objective function to the BQM, which assigns a cost of 1 to each edge connection in the graph |
| 🔎 Suggested Searches | dimod binary quadratic model How to create a binary quadratic model in dimod using Python Creating an empty graph and binary quadratic model with dimensionod Binary quadratic model for each edge of the edges between two graphs Adding objective function to data points dimod BinaryQuadraticModel empty example dimod BinaryQuadraticModel add_interaction example dimod BinaryQuadraticModel objective function example dimod BinaryQuadraticModel graph definition example dimod BinaryQuadraticModel print example |
| Related Links | https://www.hackerearth.com/practice/algorithms/graphs/graph-representation/tutorial/ https://www.geeksforgeeks.org/python-lists/ https://realpython.com/how-to-use-numpy-arange/ https://www.geeksforgeeks.org/python-functions/ https://www.geeksforgeeks.org/python-string/ https://github.com/davidmerwin https://cloud.dwavesys.com/leap/ |
| Related People | David Merwin, David Jeffrey Merwin |
| Sensitive Information | No Sensitive Information Detected |
| Shareable Link | https://davidmerwin.pieces.cloud/?p=295244a0ba |
