Anzeige
Erschienen in:
2013 | OriginalPaper | Buchkapitel
Program Optimisation with Dependency Injection
verfasst von : James McDermott, Paula Carroll
Erschienen in: Genetic Programming
Verlag: Springer Berlin Heidelberg
Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.
Wählen Sie Textabschnitte aus um mit Künstlicher Intelligenz passenden Patente zu finden. powered by
Markieren Sie Textabschnitte, um KI-gestützt weitere passende Inhalte zu finden. powered by
For many real-world problems, there exist non-deterministic heuristics which generate valid but possibly sub-optimal solutions. The
program optimisation with dependency injection
method, introduced here, allows such a heuristic to be placed under evolutionary control, allowing search for the optimum. Essentially, the heuristic is “fooled” into using a genome, supplied by a genetic algorithm, in place of the output of its random number generator. The method is demonstrated with generative heuristics in the domains of 3D design and communications network design. It is also used in novel approaches to genetic programming.