Genetic Algorithms and Evolutionary Programming

摘要

This research activity examines the current state-of-the-art in modeling thecommand decision process and implementing such models in software. The primary and initial target application is in automated command agents for DIS/ADS. This report was prepared for the Command Decision Modeling ADST II Delivery Order in accordance with the following documents: (a) Command Decision Modeling Overview (ADST-II-CDRL-023A-9600236); (b) Functional Description of a Command Agent (ADST-II-CDRL-023A-9600237); (c) Rule Based Systems (ADST-II-CDRL-023A-9600238); (d) Genetic Algorithms and Evolutionary Programming (ADST-II-CDRL-023A-9600239); (e) Petri Nets and Colored Petri Nets (ADST-II-CDRL-023A-96O0240); (f) Neural Networks and Bounded Neural Networks (ADST-II-CDRL-023A-9600241); and (g) Case-Based Reasoning (ADST-II-CDRL-023A-9600242).