Multi-objective Flower Pollination Algorithm (MOFPA)

Version 2.040 (32.5 KB) by XS Yang

This is the demo code for multi-objective flower pollination algorithm.

754 Downloads

Updated 29 Mar 2020

MOFPA--Multi-objective flower pollination algorithm. This demo solves a bi-objective ZDT function of D=30 (dimensions), which can be extended to solve other multi-objective optimization problems. It is relatively straightforward to extend this code to solve other multi-objective functions and optimization problems. You can change the objective functions, dimensionality, various parameters, and simple lower and upper bounds (Lb, Ub).

X.-S. Yang, M. Karamanoglu, X.-S. He, Flower pollination algorithm: A novel approach for multiobjective optimization, Engineering Optimization, vol. 46, no. 9, 1222-1237 (2014).

Cite As

XS Yang (2024). Multi-objective Flower Pollination Algorithm (MOFPA) (https://www.mathworks.com/matlabcentral/fileexchange/74750-multi-objective-flower-pollination-algorithm-mofpa), MATLAB Central File Exchange. Retrieved November 25, 2024.

Yang, Xin-She, et al. “Flower Pollination Algorithm: A Novel Approach for Multiobjective Optimization.” Engineering Optimization, vol. 46, no. 9, Informa UK Limited, Oct. 2013, pp. 1222–37, doi:10.1080/0305215x.2013.832237.

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Created with R2011a

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Version	Published	Release Notes
2.040	29 Mar 2020	Updated version.	Download
2.0	29 Mar 2020	Updated the codes.	Download
1.0.0	28 Mar 2020		Download

MLA	Yang, Xin-She, et al. “Flower Pollination Algorithm: A Novel Approach for Multiobjective Optimization.” Engineering Optimization, vol. 46, no. 9, Informa UK Limited, Oct. 2013, pp. 1222–37, doi:10.1080/0305215x.2013.832237.
APA	Yang, X.-S., Karamanoglu, M., & He, X. (2013). Flower pollination algorithm: A novel approach for multiobjective optimization. Engineering Optimization, 46(9), 1222–1237. Informa UK Limited. Retrieved from https://doi.org/10.1080%2F0305215x.2013.832237
BibTeX	@article{Yang_2013, doi = {10.1080/0305215x.2013.832237}, url = {https://doi.org/10.1080%2F0305215x.2013.832237}, year = 2013, month = {oct}, publisher = {Informa {UK} Limited}, volume = {46}, number = {9}, pages = {1222--1237}, author = {Xin-She Yang and Mehmet Karamanoglu and Xingshi He}, title = {Flower pollination algorithm: A novel approach for multiobjective optimization}, journal = {Engineering Optimization} }