nanachi-1 Goto Github PK

isoma-rl

k-point_crossover_genetic_algorithm

levy-fight-trajectory-based-whale-optimization-algorithm

Y. Ling, Y. Zhou and Q. Luo, "Lévy Flight Trajectory-Based Whale Optimization Algorithm for Global Optimization", IEEE Access, vol. 5, pp. 6168-6186, 2017.

levy-flight

https://www.researchgate.net/publication/235979455_Nature-Inspired_Metaheuristic_Algorithms

lstm

lstm-2

lstm-3

lstm-4

lstm-5

lstm-power-consumption-forecasting

Implementation of an LSTM network in MATLAB that predicts future power consumptions of 3 zones in Tetuan City.

lstm-solar-parameter-forecasting

lstm-ssa

The sparrow search algorithm determines the key parameters of the LSTM.

lyapunov-optimization

Codes for Lyapunov optimization.

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

metaheuristic-whale_optimization_algorithm

Whale Optimization Algorithm to Minimize Functions with Continuous Variables

mobius-dick

Code for "The Whale Optimization Algorithm" - Natural Computing 18/19

multi-strategy-enhanced-whale-optimization-algorithm

Z. Huang and W. Li, "Novel Multi-Strategy Enhanced Whale Optimization Algorithm", 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), 2020.

my_optimization-studio

Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python

qbso-fs

Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-pytorch

Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

review_of_pso

The repository of paper Review of PSO for course Professional English, here post the code include SPSO, BBPSO, CLPSO etc.

rlam

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

scso

Sand Cat Swarm Optimization

ssa_python

麻雀搜索算法(Sparrow Search Algorithm, SSA)的python实现

swarm-intelligence-optimization-algorithm

种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、 狼群搜索算法(2007WPS, 2013WPA)、正余弦优化算法(Sine Cosine Algorithm, CSA）、烟花算法(Fireworks Algorithm, FA)

tsp_collection

TSP算法全复现：遗传(GA)、粒子群(PSO)、模拟退火(SA)、禁忌搜索(ST)、蚁群算法(ACO)、自自组织神经网络(SOM)

vmd-sso-lstm

VMD-SSO-LSTM