Asynchronous P systems for hard graph problems

Kohei Tanaka, Akihiro Fujiwara
2014 International Journal of Networking and Computing  
In the present paper, we consider fully asynchronous parallelism in membrane computing and propose asynchronous P systems for the following four graph problems: minimum coloring, maximum independent set, minimum vertex cover, and maximum clique. We first propose an asynchronous P system that solves the minimum graph coloring for a graph with n nodes and show that the proposed P system works in O(n n+2 ) sequential steps or O(n 2 ) parallel steps by using O(n 2 ) kinds of objects. Second, we
more » ... ose an asynchronous P system that solves the maximum independent set for a graph with n nodes and show that the proposed P system works in O(n 2 · 2 n ) sequential steps or O(n 2 ) parallel steps by using O(n 2 ) kinds of objects. We next propose two asynchronous P systems that solve the minimum vertex cover and the maximum clique for the same input graph by reduction to the maximum independent set and show that the proposed P system works in O(n 2 · 2 n ) sequential steps or O(n 2 ) parallel steps by using O(n 2 ) kinds of objects.
doi:10.15803/ijnc.4.1_2 fatcat:hxylgcyjmrgpremrxd3uac3ulm