This project presents a comparative analysis between the Firefly Optimization Algorithm (FOA) and the classical approach of gradient descent in optimizing a Neural Network.
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Updated
Nov 8, 2023
This project presents a comparative analysis between the Firefly Optimization Algorithm (FOA) and the classical approach of gradient descent in optimizing a Neural Network.
ANN merged with the firefly algorithm
An implementation of 3 swarm optimization algorithms: Firefly Algorithm, Harmony Search and Particle Swarm. All algorithms are made to be modular and easily importable to other projects for use.
A hybrid multi-objective firefly algorithm for big data optimization
optimize merging vehicles on highway ramps
Heuristic optimization algorithms
An implementation of Firefly Synchronization for a Christmas tree display
Video Here: https://www.youtube.com/watch?v=yeqVSh1_8Hk Here are the C Codes that implement an experimental Firefly synchronization metaheuristic on ATMEL chips (ATtiny85 and ATmega) for use in demonstrating, on hardware, the quantum-like, neuromorphic behavior that emerges in systems of optically coupled oscillators. The PCB board used for the …
Graphical evolution of the fireflies algorithm
The Repository dedicated to code and more for Swarm Intelligence furthermore.
Using Firefly Algorithm to find the minimal solution of Rastrigin function and Styblinski-Tang function
some swarm intelligence algorithm implementations (genetic algorithm, firefly algorithm, imperialistic competitive algorithm) + fuzzy logic implementation
Multi-objective firefly algorithm
Enhancing The Performance Of Classifiers In Detecting Abnormalities In Medical Data Using Nature Inspired Optimization Techniques
Basic Optimization Algorithm Visualizer using Processing.
Coursework for CSCI-633 Bio-Inspired Intelligent Systems
Firefly Algorithm Clustering with Python
Code for Firefly Algorithm (FA) for multimodal optimization and a comparison with PSO Algorithm.
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