guofei9987/scikit-opt

[](https://pypi.org/project/scikit-opt/) [](https://travis-ci.com/guofei9987/scikit-opt) [](https://codecov.io/gh/guofei9987/scikit-opt) [](https://github.com/guofei9987/scikit-opt/blob/master/LICENSE) [](https://github.com/guofei9987/scikit-opt/fork) [](https://pepy.tech/project/scikit-opt) [](https://github.com/guofei9987/scikit-opt/discussions) Swarm Intelligence in Python (Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Algorithm, Immune Algorithm, Artificial Fish Swarm Algorithm in Python) For the current developer version: UDF (user defined function) is available now! For example, you just worked out a new type of selection function. Now, your selection function is like this: -> Demo code: examples/demogaudf.py#s1 Import and build ga -> Demo code: examples/demogaudf.py#s2 Regist your udf to GA -> Demo code: examples/demogaudf.py#s3 scikit-opt also provide some operators -> Demo code: examples/demogaudf.py#s4 Now do GA as usual -> Demo code: examples/demogaudf.py#s5 For advanced users: -> Demo code: examples/demogaudf.py#s6 (New in version 0.3.6) Run an algorithm for 10 iterations, and then run another 20 iterations base on the 10 iterations before: see https://github.com/guofei9987/scikit-opt/blob/master/examples/examplefunctionmodes.py We are developing GPU computation, which will be stable on version 1.0.0 An example is already available: https://github.com/guofei9987/scikit-opt/blob/master/examples/demogagpu.py Step1：define your…