# Define the graph and binary variables
graph = {('C', 'A'), ('B', 'D'), ('A', 'Y'), ('S', 'C'), ('E', 'R')}
binary_variables = {'A', 'B', 'C', 'D'}
# Create a binary quadratic model (BQM)
bqm = dimod.BinaryQuadraticModel.empty(dimod.BINARY)
# Add the objective function
for v, w in graph:
bqm.add_interaction(v, w, 1) # Cost of edge connection
print(bqm)| Associated Context | |
|---|---|
| Type | Code Snippet ( .py ) |
| Associated Tags | Object-Oriented Programming Data Visualization Python Programming Edge Connection networkx BQM printing Binary quadratic model Binratic Model shapefile numpy Edge connection cost Dimod Framework Binary variables Graph definition netcdf algorithmic-trading BQM interaction addition BQM creation arcpy BQM empty initialization Graph Interaction Dimod framework Graph and Binary Variables Objective Function Objective function |
| 📝 Custom Description | The code sample defines a graph and binary variables. It then creates a binary quadratic model (BQM) and adds an objective function based on edge connections in the graph. The resulting BQM is printed. The conversation confirms the purpose and functionality of the code sample. |
| 💡 Smart Description | This code creates a binary quadratic model using the graph and binary variables, then adds an objective function to each edge connection. The code snippet defines a graph and binary variables. It then creates a binary quadratic model (BQM) and adds the objective function, which assigns a cost of 1 to each edge connection in the graph. The BQM is then printed. |
| 🔎 Suggested Searches | How to create a binary quadratic model ? How to add an interaction function using dimod? What is the syntax for creating a graph and binary quadratic model in Dimod? Python code to create a binary quadratic model with objective function How to define a graph and binary variables in Python Code to add interactions to a binary quadratic model in Python Python code to create a binary quadratic model with empty binary variables How to print a binary quadratic model in Python |
| Related Links | https://realpython.com/how-to-use-numpy-arange/ https://www.geeksforgeeks.org/python-string/ https://www.hackerearth.com/practice/algorithms/graphs/graph-representation/tutorial/ https://www.geeksforgeeks.org/python-functions/ https://www.programiz.com/python-programming/object-oriented-programming https://www.geeksforgeeks.org/python-lists/ |
| Related People | No Related People |
| Sensitive Information | No Sensitive Information Detected |
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