Monarch Butterfly Optimization (MBO)

A standard Monarch Butterfly Optimization is implemented. There are two versions.

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A new metaheuristic optimization algorithm, called Monarch Butterfly Optimization (MBO), is fully implemented. This code demonstrates how MBO works for unconstrained optimization (Ackley Function), which can easily be extended to solve various global optimization problems efficiently.
Two versions are provided:
MBO_Generation_V2.m is for a fixed number of iterations/generations.
MBO_FEs_V2.m is for a fixed number of Function Evaluations (FEs).

Cite As

Gai-Ge Wang (2026). Monarch Butterfly Optimization (MBO) (https://uk.mathworks.com/matlabcentral/fileexchange/101400-monarch-butterfly-optimization-mbo), MATLAB Central File Exchange. Retrieved .

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.1

bug fixes

1.0.0