The Generative Power of d-Dimensional #-Context-Free Array Grammars

The main result proved in this paper shows that the natural embedding of any one-dimensional array language in the two-dimensional space can be generated by a two-dimensional #-context-free array grammar. This result can also be extended to the two-dimensional case, and we conjecture that a similar result is true for arbitrary dimensions. Our result shows that in the array case, context-freeness of a certain kind already yields universality. Furthermore, we exhibit the essence of undecidability lying in the proof of our main result, thereby extending some complexity results of Morita, Yamamoto, and Sugata 11] in passing.

[1]  Yasunori Yamamoto,et al.  Context-sensitivity of Two-Dimensional Regular Array Grammars , 1989, Array Grammars, Patterns and Recognizers.

[2]  Ivan Hal Sudborough,et al.  Complexity and Decidability for Chain Code Picture Languages , 1985, Theor. Comput. Sci..

[3]  Patrick Shen-Pei Wang,et al.  Some New Results on Isotonic Array Grammars , 1980, Inf. Process. Lett..

[4]  Katsushi Inoue,et al.  A survey of two-dimensional automata theory , 1991, Inf. Sci..

[5]  Ivan Hal Sudborough,et al.  The Membership and Equivalence Problems for Picture Languages , 1987, Theor. Comput. Sci..

[6]  Rudolf Freund,et al.  Regulated Array Grammars of Finite Index. Part I: Theoretical Investigations , 1999, Grammatical Models of Multi-Agent Systems.

[7]  Yasunori Yamamoto,et al.  Context-sensitivity of Two-Dimensional Regular Array Grammars , 1989, Int. J. Pattern Recognit. Artif. Intell..

[8]  Yasunori Yamamoto,et al.  The complexity of some decision problems about two-dimensional array grammars , 1983, Inf. Sci..

[9]  Rudolf Freund,et al.  One-dimensional matrix array grammars , 1993, J. Inf. Process. Cybern..

[10]  Herbert Freeman,et al.  On the Encoding of Arbitrary Geometric Configurations , 1961, IRE Trans. Electron. Comput..

[11]  Rudolf Freund Aspects of N-Dimensional Lindenmayer Systems , 1993, Developments in Language Theory.

[12]  Grzegorz Rozenberg,et al.  Using String Languages to Describe Picture Languages , 1982, Inf. Control..

[13]  C. Cook,et al.  A chomsky hierarchy of isotonic array grammars and languages , 1978 .

[14]  Eiji Yodogawa A Note on Array Grammars , 1984, Inf. Process. Lett..

[15]  Rudolf Freund Control Mechanisms on #-Context-Free Array Grammars , 1994, Mathematical Aspects of Natural and Formal Languages.