Multiobjective Firefly Algorithm (MOFA)

Version 2.0.0 (6,35 KB) von XS Yang

This demo shows how the multiobjective firefly algorithm (MOFA) works.

Verfolgen

0.0

(0)

654 Downloads

Aktualisiert 29. Mär 2020

Lizenz anzeigen

The multiobjective firefly algorithm (MOFA) is a nature-inspired optimization algorithm. This demo solves the bi-objective ZDT3 functions with D=30 (dimensions), and the obtained Pareto Front is displayed. It is relatively straightforward to extend this code to solve other multi-objective functions and optimization problems. You can change the objective functions, the dimensionality, and simple lower and upper bounds (Lb, Ub). Some parameter tuning to vary parameters slightly (such as theta, gamma, and number of iterations) may help improve the quality of the solutions.

Zitieren als

XS Yang (2024). Multiobjective Firefly Algorithm (MOFA) (https://www.mathworks.com/matlabcentral/fileexchange/74755-multiobjective-firefly-algorithm-mofa), MATLAB Central File Exchange. Abgerufen24. November 2024.

Yang, Xin-She. “Multiobjective Firefly Algorithm for Continuous Optimization.” Engineering with Computers, vol. 29, no. 2, Springer Science and Business Media LLC, Jan. 2012, pp. 175–84, doi:10.1007/s00366-012-0254-1.

Mehrere Stile anzeigen

Kompatibilität der MATLAB-Version

Erstellt mit R2009b

Kompatibel mit allen Versionen

Plattform-Kompatibilität

Windows macOS Linux

Tags Tags hinzufügen

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version	Veröffentlicht	Versionshinweise
2.0.0	29. Mär 2020	Updated version.	Herunterladen
1.0.0	29. Mär 2020		Herunterladen

MLA	Yang, Xin-She. “Multiobjective Firefly Algorithm for Continuous Optimization.” Engineering with Computers, vol. 29, no. 2, Springer Science and Business Media LLC, Jan. 2012, pp. 175–84, doi:10.1007/s00366-012-0254-1.
APA	Yang, X.-S. (2012). Multiobjective firefly algorithm for continuous optimization. Engineering with Computers, 29(2), 175–184. Springer Science and Business Media LLC. Retrieved from https://doi.org/10.1007%2Fs00366-012-0254-1
BibTeX	@article{Yang_2012, doi = {10.1007/s00366-012-0254-1}, url = {https://doi.org/10.1007%2Fs00366-012-0254-1}, year = 2012, month = {jan}, publisher = {Springer Science and Business Media {LLC}}, volume = {29}, number = {2}, pages = {175--184}, author = {Xin-She Yang}, title = {Multiobjective firefly algorithm for continuous optimization}, journal = {Engineering with Computers} }