Moth-flame Optimization (MFO) Algorithm toolbox

버전 1.0 (218 KB) 작성자: Seyedali Mirjalili
A toolbox for the Moth-flame Optimization (MFO) Algorithm for solving optimization problems
다운로드 수: 1.5K
업데이트 날짜: 2018/5/22

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This is a handy toolbox for the recently proposed MFO algorithm. The main inspiration of this optimizer is the navigation method of moths in nature called transverse orientation. Moths fly in night by maintaining a fixed angle with respect to the moon, a very effective mechanism for travelling in a straight line for long distances. However, these fancy insects are trapped in a useless/deadly spiral path around artificial lights. The MFO algorithm mathematically models this behaviour to perform optimization.
The research paper:
S. Mirjalili, Moth-Flame Optimization Algorithm: A Novel Nature-inspired Heuristic Paradigm, Knowledge-Based Systems, DOI: http://dx.doi.org/10.1016/j.knosys.2015.07.006
(http://www.sciencedirect.com/science/article/pii/S0950705115002580)
If you have no access to the paper, please drop me an email at ali.mirjalili@gmail.com and I will send you the paper.

More information can be found in: http://www.alimirjalili.com/MFO.html

Th original version of this algorithm can be found here: http://au.mathworks.com/matlabcentral/fileexchange/52269-moth-flame-optimization--mfo--algorithm

All of the source codes and extra information as well as more optimization techniques can be found in my personal website at http://www.alimirjalili.com

I have a number of relevant courses in this area. You can enrol via the following links with 95% discount:

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A course on “Optimization Problems and Algorithms: how to understand, formulation, and solve optimization problems”:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF

A course on “Introduction to Genetic Algorithms: Theory and Applications”
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
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인용 양식

Seyedali Mirjalili (2024). Moth-flame Optimization (MFO) Algorithm toolbox (https://www.mathworks.com/matlabcentral/fileexchange/52270-moth-flame-optimization-mfo-algorithm-toolbox), MATLAB Central File Exchange. 검색됨 .

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