Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Python library for CMA Evolution Strategy.

Flappy Bird AI using Evolution Strategies

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems

Minimal PyTorch Library for Natural Evolution Strategies

CMA-ES in MATLAB

(GECCO2023 Best Paper Nomination & ACM TELO) CMA-ES with Learning Rate Adaptation

Design of a surrogate-assisted (mu/mu,lambda)-ES

My Evolutionary Computing Lecture Project Codes Relies Here In Peace.

(EvoApps2022) "Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies"

(GECCO 2023) Natural Evolution Strategy for Mixed-Integer Black-Box Optimization

Gentech, A Genetic Algorithm Solver

Evolution Strategy Histogram Equalization

Java (optimization) and Python (hypertuning, plots) code with implementation of many global random optimization methods written as part of my MSc in Data Science degree.

This collection of algorithms is part of a lecture on computational intelligence at ZHAW.

Weight optimization of a truss structure via evolution strategy.

Optimization includes a class of methods to find global or local optima for discrete or continuous objectives; from evolutionary-based algorithms to swarm-based ones.