Networks of evolutionary processors

被引:92
作者
Castellanos, J [1 ]
Martín-Vide, C
Mitrana, V
Sempere, JM
机构
[1] Univ Politecn Madrid, Dept Artificial Intelligence, E-28660 Madrid, Spain
[2] Univ Rovira & Virgili, Res Grp Math Linguist, Tarragona 43005, Spain
[3] Univ Bucharest, Fac Math, Bucharest 70109, Romania
[4] Univ Politecn Valencia, Dept Informat Syst & Computat, E-46071 Valencia, Spain
关键词
D O I
10.1007/s00236-003-0114-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we consider networks of evolutionary processors as language generating and computational devices. When the filters are regular languages one gets the computational power of Turing machines with networks of size at most six, depending on the underlying graph. When the filters are defined by random context conditions, we obtain an incomparability result with the families of regular and context-free languages. Despite their simplicity, we show how the latter networks might be used for solving an NP-complete problem, namely the "3-colorability problem", in linear time and linear resources (nodes, symbols, rules).
引用
收藏
页码:517 / 529
页数:13
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