- Sponsor
-
Notifications
You must be signed in to change notification settings - Fork 43
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Loading status checks…
Create quantum_simulation.py
Showing
1 changed file
with
37 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,37 @@ | ||
# Import necessary libraries | ||
import numpy as np | ||
from qiskit import QuantumCircuit, execute | ||
from qiskit.providers.aer import AerSimulator | ||
|
||
# Define a function to simulate a complex financial scenario using quantum computing | ||
def simulate_financial_scenario(initial_investment, interest_rate, time_steps): | ||
# Create a quantum circuit to simulate the financial scenario | ||
qc = QuantumCircuit(1) | ||
qc.h(0) | ||
qc.barrier() | ||
for i in range(time_steps): | ||
qc.rx(np.arcsin(interest_rate), 0) | ||
qc.barrier() | ||
qc.measure_all() | ||
|
||
# Execute the circuit on a simulator | ||
simulator = AerSimulator() | ||
job = execute(qc, simulator, shots=1000) | ||
result = job.result() | ||
counts = result.get_counts(qc) | ||
|
||
# Extract the final investment from the counts | ||
final_investment = initial_investment * (1 + interest_rate) ** time_steps | ||
for i in range(time_steps): | ||
final_investment *= (1 + interest_rate) | ||
final_investment = final_investment / 1000 | ||
final_investment = sum(counts[x] * final_investment for x in counts) | ||
|
||
return final_investment | ||
|
||
# Example usage | ||
initial_investment = 1000 | ||
interest_rate = 0.05 | ||
time_steps = 10 | ||
final_investment = simulate_financial_scenario(initial_investment, interest_rate, time_steps) | ||
print("Final investment:", final_investment) |