Condensation phenomena of conserved-mass aggregation model on weighted complex networks

Details Condensation phenomena of conserved-mass aggregation model on weighted complex networks Condensation phenomena of conserved-mass aggregation model on weighted complex networks

2008-03-26

arxiv.org/abs/0803.3671v1

Physics

Condensed Matter

Statistical Mechanics

8 pages, 6 figures

Scientific paper

10.1103/PhysRevE.77.066105

We investigate the condensation phase transitions of conserved-mass aggregation (CA) model on weighted scale-free networks (WSFNs). In WSFNs, the weight $w_{ij}$ is assigned to the link between the nodes $i$ and $j$. We consider the symmetric weight given as $w_{ij}=(k_i k_j)^\alpha$. In CA model, the mass $m_i$ on the randomly chosen node $i$ diffuses to a linked neighbor of $i$,$j$, with the rate $T_{ji}$ or an unit mass chips off from the node $i$ to $j$ with the rate $\omega T_{ji}$. The hopping probability $T_{ji}$ is given as $T_{ji}= w_{ji}/\sum_{} w_{li}$, where the sum runs over the linked neighbors of the node $i$. On the WSFNs, we numerically show that a certain critical $\alpha_c$ exists below which CA model undergoes the same type of the condensation transitions as those of CA model on regular lattices. However for $\alpha \geq \alpha_c$, the condensation always occurs for any density $\rho$ and $\omega$. We analytically find $\alpha_c = (\gamma-3)/2$ on the WSFN with the degree exponent $\gamma$. To obtain $\alpha_c$, we analytically derive the scaling behavior of the stationary distribution $P^{\infty}_k$ of finding a walker at nodes with degree $k$, and the probability $D(k)$ of finding two walkers simultaneously at the same node with degree $k$. We find $P^{\infty}_k \sim k^{\alpha+1-\gamma}$ and $D(k) \sim k^{2(\alpha+1)-\gamma}$ respectively. With $P^{\infty}_k$, we also show analytically and numerically that the average mass $m(k)$ on a node with degree $k$ scales as $k^{\alpha+1}$ without any jumps at the maximal degree of the network for any $\rho$ as in the SFNs with $\alpha=0$.

Affiliated with

Also associated with

No associations

Rating

Condensation phenomena of conserved-mass aggregation model on weighted complex networks does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Condensation phenomena of conserved-mass aggregation model on weighted complex networks, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Condensation phenomena of conserved-mass aggregation model on weighted complex networks will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-49594