Title :
A computationally efficient iterative solution of the multidestination optimal dynamic routing problem
Author :
Stassinopoulos, G.I. ; Kazantzakis, M.G.
Author_Institution :
Div. of Comput. Sci., Nat. Tech. Univ. of Athens, Greece
fDate :
9/1/1991 12:00:00 AM
Abstract :
The dynamic routing problem for multiple destination networks is considered. The minimum time rather than total delay cost functional is employed. The problem is solved through an iterative link-by-link optimization. Each link capacity is optimally partitioned by examining the upper bounds for the evacuation time imposed through different capacity allocations for each origin/destination pair traffic. The computational complexity per iteration is polynomial in the number of network nodes. This is due to the examination of origin/destination pairs rather then destinations alone as in previous work where a similar approach led to exponential complexity. Sufficient conditions for the convergence of the iterative algorithm to the optimum are given. If these are not satisfied supplementary steps are described which conduct the algorithm to the desired solution. These involve exponential computational complexity
Keywords :
computational complexity; iterative methods; optimisation; switching theory; telecommunications computing; computational complexity; computationally efficient iterative solution; iterative link-by-link optimization; multidestination optimal dynamic routing problem; multiple destination networks; Computational complexity; Computer networks; Cost function; Delay effects; Iterative algorithms; Polynomials; Routing; Sufficient conditions; Telecommunication traffic; Upper bound;
Journal_Title :
Communications, IEEE Transactions on