Speciation of Population in Neuroevolutionary Ship Handling

This paper presents the idea of using machine learning techniques to simulate and demonstrate learning behavior in ship maneuvering. Simulated helmsman is treated as an individual in population, which through environmental sensing learns itself to navigate through restricted waters selecting an opt...

Ausführliche Beschreibung

Bibliografische Detailangaben

1. Verfasser:	Miroslaw Lacki
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Gdynia Maritime University 2010-06-01
Schriftenreihe:	TransNav
Schlagworte:	ship handling machine learning techniques restricted waters neuroevolutionary ship handling multi-attribute decision making (madm) optimum trajectory neuro evolution of augmenting topologies (neat) manoeuvring
Online-Zugang:	https://www.transnav.eu/files/Speciation_of_Population_in_Neuroevolutionary_Ship_Handling,223.pdf
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!