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Algebraic state space approach to model and control combined automata 被引量:1

Algebraic state space approach to model and control combined automata
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摘要 A new modeling tool, algebraic state space approach to logical dynamic systems, which is developed recently based on the theory of semi-tensor product of matrices (STP), is applied to the automata field. Using the STE this paper investigates the modeling and controlling problems of combined automata constructed in the ways of parallel, serial and feedback. By representing the states, input and output symbols in vector forms, the transition and output functions are expressed as algebraic equations of the states and inputs. Based on such algebraic descriptions, the control problems of combined automata, including output control and state control, are considered, and two necessary and sufficient conditions are presented for the controllability, by which two algorithms are established to find out all the control strings that make a combined automaton go to a target state or produce a desired output. The results are quite different from existing methods and provide a new angle and means to understand and analyze the dynamics of combined automata. A new modeling tool, algebraic state space approach to logical dynamic systems, which is developed recently based on the theory of semi-tensor product of matrices (STP), is applied to the automata field. Using the STE this paper investigates the modeling and controlling problems of combined automata constructed in the ways of parallel, serial and feedback. By representing the states, input and output symbols in vector forms, the transition and output functions are expressed as algebraic equations of the states and inputs. Based on such algebraic descriptions, the control problems of combined automata, including output control and state control, are considered, and two necessary and sufficient conditions are presented for the controllability, by which two algorithms are established to find out all the control strings that make a combined automaton go to a target state or produce a desired output. The results are quite different from existing methods and provide a new angle and means to understand and analyze the dynamics of combined automata.
出处 《Frontiers of Computer Science》 SCIE EI CSCD 2017年第5期874-886,共13页 中国计算机科学前沿(英文版)
基金 Acknowledgements This work was supported by Key Scientific Research Program of the Higher Education Institutions of Henan Educational Committee (15A416005), the 2015 Science Foundation of Henan University of Science and Technology for Youths (2015QN016), and the National Natural Science Foundation of China (Grant Nos. 61573199, 61473115, and U1404610). The authors would like to express their thanks to Prof. Y G Hong for his helpful suggestions.
关键词 AUTOMATA COMPOSITION CONTROLLABILITY algebraic state space approach semi-tensor product automata, composition, controllability, algebraic state space approach, semi-tensor product
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