for testing and deploying your application
for finding and fixing issues
for empowering human code reviews
# encoding=utf8
# This is temporary fix to import module from parent folder
# It will be removed when package is published on PyPI
import sys
sys.path.append('../')
# End of fix
from NiaPy import Runner
from NiaPy.algorithms.basic import (
GreyWolfOptimizer,
ParticleSwarmAlgorithm
)
from NiaPy.benchmarks import (
Benchmark,
Ackley,
Griewank,
Sphere,
HappyCat
"""Example demonstrating the use of NiaPy Runner."""
class MyBenchmark(Benchmark):
def __init__(self):
Benchmark.__init__(self, -10, 10)
def function(self):
def evaluate(D, sol):
val = 0.0
for i in range(D): val += sol[i] ** 2
return val
return evaluate
runner = Runner(
D=40,
nFES=100,
nRuns=2,
useAlgorithms=[
GreyWolfOptimizer(),
"FlowerPollinationAlgorithm",
ParticleSwarmAlgorithm(),
"HybridBatAlgorithm",
"SimulatedAnnealing",
"CuckooSearch"],
useBenchmarks=[
Ackley(),
Griewank(),
Sphere(),
HappyCat(),
"rastrigin",
MyBenchmark()
]
runner.run(export='json', verbose=True)