Asynchronous Parallel Evolutionary
group has developed a Hierarchical Parallel Asynchronous Evolution
Algorithm (HAPEA) that has proven to be robust for Single and
use a technique that finds optimum solutions by using many different
models, that greatly accelerates the optimisation process.
of the 3 layers: solutions go up and down the layers.
consuming solvers only for the most promising solutions.
This algorithm has
been tested and proven to be robust for multi-modal, multi objective
problems, deceptive multi-objective problems, multiobjective problems
having convex, non convex fronts, continuos or discontinuous optimal
fronts and non-uniformly represented Pareto optimal fronts