Quantagonia
Quantagonia offers a Hybrid Quantum Platform for solving complex computational problems.
Solvers
Model | Backend |
---|---|
BinaryQuadraticModel | quantagonia.qubo |
MPSFile | quantagonia.mps |
QuantagoniaParameterModel
sense
(str: "MAXIMIZE" or "MINIMIZE") default "MINIMIZE"timelimit
(float) default 86400relative_gap
(float) default 1e-4absolute_gap
(float) default 1e-9heuristics_only
(bool) default False. Only for QUBO problems
Binary Quadratic Model
import strangeworks as sw
from strangeworks_optimization import StrangeworksOptimizer
from strangeworks_optimization_models.parameter_models import QuantagoniaParameterModel
from dimod import BinaryQuadraticModel
sw.authenticate('your-api-key')
linear = {1: -2, 2: -2, 3: -3, 4: -3, 5: -2}
quadratic = {(1, 2): 2, (1, 3): 2, (2, 4): 2, (3, 4): 2, (3, 5): 2, (4, 5): 2}
model = BinaryQuadraticModel(linear, quadratic, "BINARY")
options = QuantagoniaParameterModel(sense="MINIMIZE")
solver = "quantagonia.qubo"
optimizer = StrangeworksOptimizer(
model=model, solver=solver, options=options, resource_slug=resource_slug
)
sw_job = optimizer.run()
optimizer = StrangeworksOptimizer(model=model, solver=solver, options=options)
sw_job = optimizer.run()
print(f"Job slug: {sw_job.slug}")
print(f"Job status: {optimizer.status(sw_job.slug)}")
results = optimizer.results(sw_job.slug)
Mathemical Programming System
import strangeworks as sw
from strangeworks_optimization import StrangeworksOptimizer
from strangeworks_optimization_models.problem_models import MPSFile
from strangeworks_optimization_models.parameter_models import QuantagoniaParameterModel
from dimod import BinaryQuadraticModel
sw.authenticate('your-api-key')
file = "example.mps"
model = MPSFile.read_file(file)
options = QuantagoniaParameterModel(sense="MINIMIZE")
solver = "quantagonia.mps"
optimizer = StrangeworksOptimizer(model=model, solver=solver, options=options)
sw_job = optimizer.run()
print(f"Job slug: {sw_job.slug}")
print(f"Job status: {optimizer.status(sw_job.slug)}")
results = optimizer.results(sw_job.slug)