Title :
Multi-objective optimization of dead-reckoning error thresholds for virtual environments
Author :
Millar, Jeremy R. ; Hodson, Douglas ; Lamont, Gary B. ; Peterson, Gilbert L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Air Force Inst. of Technol., Wright-Patterson AFB, OH, USA
Abstract :
Design trade-offs between state consistency and system response time are commonplace in virtual environments. Systems typically rely on predictive consistency algorithms such as dead-reckoning to control consistency and response time. Dead-reckoning error threshold selection determines the consistency/response time trade-off. We extend this trade-off space to explicitly account for the concept of system fairness. We derive a multi-objective optimization problem and apply multi-objective evolutionary algorithms to solve for Pareto optimal error thresholds.
Keywords :
Internet; Pareto optimisation; evolutionary computation; Pareto optimal error thresholds; dead-reckoning error threshold selection; multiobjective evolutionary algorithms; multiobjective optimization; predictive consistency algorithm; state consistency; system fairness; system response time; virtual environments; Atmospheric measurements; Equations; Mathematical model; Pareto optimization; Time factors; Virtual environments; Virtual simulation environments; dead reckoning; multi-objective optimization;
Conference_Titel :
Collaboration Technologies and Systems (CTS), 2014 International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4799-5157-4
DOI :
10.1109/CTS.2014.6867626