Ecosyste.ms: Repos

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GitHub topics: bat-algorithm

Repositories

jayenliao/Optimization-CS-BA-FPA

This project aimed to implement three well-known meta-heuristic algorithms: cuckoo search (CS), bat algorithm (BA), and flower pollination algorithm (FPA). We found that three algorithms could have a promising performance generally. It might need more runs to be converged when training BA. The time cost of BA was the highest while the differences of time cost among three algorithms were not so large, which might not matter when the number of training runs was not large. We also tuned λ in CS and FPA with the findings of the weakness of larger λ values. A demo video of training process is available on YouTube: https://youtu.be/hlKvODBUyeI.

Language: Python - Size: 20.5 MB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

deng-cy/deep_learning_topology_opt

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

Language: MATLAB - Size: 220 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 72 - Forks: 21

mantasu/nat2324

Best solutions for Natural Computing 2023/2024

Language: Jupyter Notebook - Size: 11.2 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

guillaume-giannantonio/bat-algorithm

A simple JavaScript library implementing the Bat Algorithm for optimization problems.

Language: JavaScript - Size: 203 KB - Last synced: 2 days ago - Pushed: 12 months ago - Stars: 5 - Forks: 1

Steigner/UR3_Bat_Algo_IK

UR3 Inverse Kinematics by Bat Algorithm

Language: Python - Size: 1.08 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 1

JingweiToo/Wrapper-Feature-Selection-Toolbox

This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.

Language: MATLAB - Size: 157 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 130 - Forks: 33

JingweiToo/Wrapper-Feature-Selection-Toolbox-Python

This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.

Language: Python - Size: 109 KB - Last synced: 8 months ago - Pushed: 10 months ago - Stars: 181 - Forks: 58

srivatsav06/AI_PROJECT

CS F407 Project

Language: Python - Size: 1.36 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

stratzilla/metaheuristic-training-networks

An implementation of various metaheuristics adapted to train neural networks

Language: Python - Size: 1.49 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 21 - Forks: 3

CowPeas/optimization

This is a playground for learning and working with various Optimization algorithms with a focus on real life applications.

Language: Python - Size: 34.2 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

FaresHerhar/py-bofaa

DNA fragments Assembly using multi-objective meta-heuristics.

Language: Python - Size: 252 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

abhirams2020/Traffic-Signal-Optimization

Project to improve the efficiency of traffic signal control and reduce traffic delay at intersections by using various optimization algorithms.

Language: Python - Size: 64.5 KB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

localchocotaco/BBA-LAHC

BBA-LAHC is a novel nature-inspired feature selection algorithm developed by hybridizing Binary Bat Algorithm (BBA) and Late Acceptance Hill-Climbing (LAHC) to select the optimal subset from the said feature vectors in order to reduce the model complexity.

Language: Jupyter Notebook - Size: 3.91 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1