A Modified Flower Pollination Algorithm for Fractional Programming Problems

mohamed Abdel-Baset metwalli; ibrahim hezam

doi:10.18201/ijisae.56680

A Modified Flower Pollination Algorithm for Fractional Programming Problems

Authors

mohamed Abdel-Baset metwalli
ibrahim hezam

DOI:

https://doi.org/10.18201/ijisae.56680

Keywords:

Flower Pollination Algorithm, Nature-Inspired Algorithm, Optimization, Chaos, Fractional Programming Problems.

Abstract

Flower pollination algorithm is a new nature-inspired algorithm, based on the characteristics of flowering plants. In this paper, a new method is developed chaos-based Flower Pollination Algorithm (CFPA) to solve Fractional Programming Problems (FPPs). The proposed algorithm is tested using several ROP benchmarks. The test aims to prove the capability of the CFPA to solve any type of FPPs. The solution results employing the CFPA algorithm are compared with a number of exact and metaheuristic solution methods used for handling FPPs. Numerical examples are given to show the feasibility, effectiveness, and robustness of the proposed algorithm. The results obtained using CFPA indicated the superiority of the proposed technique among others in computational time.

Downloads

Download data is not yet available.

Downloads

Published

15.09.2015

How to Cite

metwalli, mohamed A.-B., & hezam, ibrahim. (2015). A Modified Flower Pollination Algorithm for Fractional Programming Problems. International Journal of Intelligent Systems and Applications in Engineering, 3(3), 116–123. https://doi.org/10.18201/ijisae.56680

Download Citation

Issue

Vol. 3 No. 3 (2015)

Section

Research Article

License

All papers should be submitted electronically. All submitted manuscripts must be original work that is not under submission at another journal or under consideration for publication in another form, such as a monograph or chapter of a book. Authors of submitted papers are obligated not to submit their paper for publication elsewhere until an editorial decision is rendered on their submission. Further, authors of accepted papers are prohibited from publishing the results in other publications that appear before the paper is published in the Journal unless they receive approval for doing so from the Editor-In-Chief.

IJISAE open access articles are licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. This license lets the audience to give appropriate credit, provide a link to the license, and indicate if changes were made and if they remix, transform, or build upon the material, they must distribute contributions under the same license as the original.