Magazine Article

Evolutionary Computational Methods for Identifying Emergent Behavior in Autonomous Systems

TBMG-9605

04/01/2011

Abstract
Content

A technique based on Evolutionary Computational Methods (ECMs) was developed that allows for the automated optimization of complex computationally modeled systems, such as autonomous systems. The primary technology, which enables the ECM to find optimal solutions in complex search spaces, derives from evolutionary algorithms such as the genetic algorithm and differential evolution. These methods are based on biological processes, particularly genetics, and define an iterative process that evolves parameter sets into an optimum.

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Citation
"Evolutionary Computational Methods for Identifying Emergent Behavior in Autonomous Systems," Mobility Engineering, April 1, 2011.
Additional Details
Publisher
Published
Apr 1, 2011
Product Code
TBMG-9605
Content Type
Magazine Article
Language
English