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!