The man inspirations of the Multi-Verse Optimizer (MVO) are based on three concepts in cosmology: white hole, black hole, and wormhole. The mathematical models of these three concepts are developed to perform exploration, exploitation, and local search respectively.

Source Codes are available here

MVO toolbox is available here

You can download the paper from:

The source code of Multi-Objective Multi-Verse Optimizer (MOMVO) can be found here.

If you either have no access to Sciencedirect or did not find the paper, drop me an e-mail and I will send you the paper as soon as I can.


White, black, and worm holes

MVO conceptual model
Engineering problems solved by the MVO algorithm