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An Evolutionary approach for modelling lava flows through cellular automata

Spataro, William and D'Ambrosio, Donato and Rongo, Rocco and Trunfio, Giuseppe Andrea (2004) An Evolutionary approach for modelling lava flows through cellular automata. In: Cellular Automata: 6th International Conference on Cellular Automata for Research and Industry, ACRI 2004, 25-28 October 2004, Amsterdam, The Netherlands. Berlin - Heidelberg, Springer. p. 725-734. (Lecture Notes in Computer Science, 3305/2004). ISBN 978-3-540-23596-5. Conference or Workshop Item.

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DOI: 10.1007/978-3-540-30479-1_75

Abstract

A Master-Slave Genetic Algorithm is applied to evolve a two-dimensional Cellular Automata model for lava flow simulation. The 2002 Etnean Linguaglossa case study is considered for model calibration. A quantitative measure for the evaluation of the simulations result with respect to the real event is defined and employed as fitness function.

Item Type:Conference or Workshop Item (Contribute)
ID Code:7376
Status:Published
Uncontrolled Keywords:Cellular automata, simulation, genetic algorithms
Subjects:Area 09 - Ingegneria industriale e dell'informazione > ING-INF/05 Sistemi di elaborazione delle informazioni
Divisions:001 Università di Sassari > 01 Dipartimenti > Architettura e pianificazione
Publisher:Springer
ISBN:978-3-540-23596-5
Deposited On:12 Apr 2012 17:31

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