Complexity of limit cycles with block-sequential update schedules in conjunctive networks

被引:1
作者
Aracena, Julio [1 ,2 ]
Bridoux, Florian [5 ]
Gomez, Luis [4 ]
Salinas, Lilian [2 ,3 ]
机构
[1] Univ Concepcion, Dept Ingn Matemat, Concepcion, Chile
[2] Univ Concepcion, CI2MA, Concepcion, Chile
[3] Univ Concepcion, Dept Ingn Informat & Ciencias Comp, Concepcion, Chile
[4] Univ Bio Bio, Fac Ciencias, Dept Estadist, Concepcion, Chile
[5] Normandie Univ, UNICAEN, ENSICAEN, CNRS,GREYC, F-14000 Caen, France
关键词
Boolean network; Limit cycle; Update schedule; Update digraph; NP-hardness; MAXIMAL INDEPENDENT SETS; REGULATORY NETWORKS; FIXED-POINTS; ROBUSTNESS; SYSTEMS; STABILITY; BEHAVIOR; NUMBER;
D O I
10.1007/s11047-023-09947-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we deal with the following decision problem: given a conjunctive Boolean network defined by its interaction digraph, does it have a limit cycle of a given length k? We prove that this problem is NP-complete in general if k is a parameter of the problem and is in P if the interaction digraph is strongly connected. The case where k is fixed, but the interaction digraph is not strongly connected, remains open. Furthermore, we study some variations of the decision problem: given a conjunctive Boolean network, does there exist a block-sequential (resp. sequential) update schedule such that there is a limit cycle of length k? We prove that these problems are NP-complete for any fixed constant k = 2.
引用
收藏
页码:411 / 429
页数:19
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