The Erlang fixed point approximation treats resource blocking as independent and applies the Erlang loss formula to traffic screened by other resources. Its self-consistency equations have a unique fixed point under fixed routing, but can have several under alternative routing.
Fixed routing 2026-10-05
Under fixed routing, each call type always requests the same collection of resources. The link-route incidence matrix records those requirements. This differs from alternative routing, in which a rejected direct request can try another route.
Consider a triangle of three links, each with capacity . Calls for each pair of its three nodes arrive as independent Poisson processes at rate and have independent holding times with an exponential distribution of mean one. Try the direct link first; if it is full, try the two-link path through the third node; if either alternative link is full, reject the call. This is alternative routing in a loss network.
In the symmetric Erlang fixed point approximation, let be each link's blocking probability. A given link receives direct offered traffic . Each of the other two call types contributes overflow traffic , screened by the availability of the other link on its alternative path. Thus
The extra term expresses a feedback: blocking sends calls onto longer paths, which consume more total capacity and can create still more blocking.
Here is an explicit finite-capacity example, not just a limiting argument. Take and , and let . Evaluating the Erlang loss formula gives
The displayed decimals are rounded, but the four signs can be checked exactly using the rational recursion , . By the intermediate value theorem, there is a fixed point in each of , , and . Numerically these three are
Thus alternative routing can produce multiple Erlang fixed points. This does not imply multiple stationary distributions for the exact finite continuous-time Markov chain, which is irreducible and has a unique stationary distribution; the multiplicity belongs to the approximation. The symmetric alternative-routing model is also discussed in Kelly's review of fixed point models of loss networks.