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Project Ideas

Dario Izzo edited this page Apr 16, 2019 · 5 revisions

Ant Colony Optimization and solar sailing

This project idea is about using and expanding the new User Defined Algorithm, based on ant colony optimization called pagmo::gaco. This is be a generalized ant colony optimization algorithm based on the following paper:

Schlüter, Martin, Jose A. Egea, and Julio R. Banga. "Extended ant colony optimization for non-convex mixed integer nonlinear programming." Computers & Operations Research 36, no. 7 (2009): 2217-2229.

A multiobjective extension has to be proposed and coded. The wtg problems have to be added closing issue #29.

After having tuned the performances on pagmo::zdt, pagmo::dtlz , a User Defined Problem should be coded (using the pykep code base and adding to that project trajectory gym) that represents a solar sailing mission design.

The performances on such a problem of the developed UDA will be tested and included in a tutorial.

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