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Issue title: Cellular Automata: Theory and Application in Artificial Intelligence
Article type: Research Article
Authors: Ganguly, Niloy | Sikdar, Biplab K. | Chaudhuri, P. Pal
Affiliations: Department of Computer Science & Engineering, Indian Institute of Technology, Kharagpur, India-721302. [email protected] | Department of Computer Science and Technology, Bengal Engineering & Science University, Shibpur, West Bengal, India-711103. [email protected] | Flat E4, Block H30, BP Township, Calcutta - 94, India - 700094. [email protected]
Note: [] Address for correspondence: Department of Computer Science & Engineering, Indian Institute of Technology, Kharagpur, India-721302
Abstract: This paper reports the complete characterization of additive cellular automaton (ACA) that employs xor and xnor logic to realize its next state function. Compared to linear cellular automaton (LCA) [3], which employs only xor logic in its next state function, an ACA displays much more wider varieties of state transition behavior leading to enhanced computing power. An analytical framework is developed to characterize the cyclic vector subspaces of an ACA that can be derived from careful analysis of the vector subspaces covered by the LCA. A scheme is proposed to explore the ACA structures having different state transition behavior than that of its LCA counterpart. The reported theoretical analysis justifies the nature of differences.
Keywords: Cellular Automata, Additive Cellular Automata, Cycle Structure, Cyclic Vector Subspaces
Journal: Fundamenta Informaticae, vol. 87, no. 2, pp. 137-154, 2008
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