Evolution of Arbitrary Agent-Programs

Kovács, Dániel László [Kovács, Dániel László (intelligens rends...), szerző] Méréstechnika és Információs Rendszerek Tanszék (BME / VIK); Dobrowiecki, Tadeusz [Dobrowiecki, Tadeusz (Intelligens rends...), szerző] Méréstechnika és Információs Rendszerek Tanszék (BME / VIK)

Angol nyelvű Tudományos Konferenciaközlemény (Egyéb konferenciaközlemény)
    In this article we propose a novel approach to the evolution of agent-programs by means of natural selection. The existing approaches (e.g. genetic programming) are usually constrained to relatively simple program-structures since they need explicit representation of fitness, genetic operators, and selection mechanism. We propose a methodology that overcomes these issues by introducing a lifecycle of agents, and their phenotype-phenotype interaction. As a consequence, an emerging evolutionary optimization process called “natural selection” arises, which enables the evolution of arbitrary agent-programs. Several interesting experiments are presented.
    Hivatkozás stílusok: IEEEACMAPAChicagoHarvardCSLMásolásNyomtatás
    2021-05-11 18:34