Multi-objective Flower Pollination Algorithm (MOFPA)
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).
XS Yang (2023). Multi-objective Flower Pollination Algorithm (MOFPA) (https://www.mathworks.com/matlabcentral/fileexchange/74750-multi-objective-flower-pollination-algorithm-mofpa), MATLAB Central File Exchange. Retrieved .
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.
MATLAB Release Compatibility
Platform CompatibilityWindows macOS Linux
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!Start Hunting!
Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.