Evolution of cooperative behavior in simulation agents

Phillip D. Stroud

doi:10.1117/12.304811

25 March 1998 Evolution of cooperative behavior in simulation agents

Phillip D. Stroud

Proceedings Volume 3390, Applications and Science of Computational Intelligence; (1998) https://doi.org/10.1117/12.304811
Event: Aerospace/Defense Sensing and Controls, 1998, Orlando, FL, United States

Abstract

A simulated automobile factory paint shop is used as a testbed for exploring the emulation of human decision-making behavior. A discrete-events simulation of the paint shop as a collection of interacting Java actors is described. An evolutionary cognitive architecture is under development for building software actors to emulate humans in simulations of human- dominated complex systems. In this paper, the cognitive architecture is extended by implementing a persistent population of trial behaviors with an incremental fitness valuation update strategy, and by allowing a group of cognitive actors to share information. A proof-of-principle demonstration is presented.

Citation Download Citation

Phillip D. Stroud "Evolution of cooperative behavior in simulation agents", Proc. SPIE 3390, Applications and Science of Computational Intelligence, (25 March 1998); https://doi.org/10.1117/12.304811

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