Nf. Michelena et Py. Papalambros, A NETWORK RELIABILITY APPROACH TO OPTIMAL DECOMPOSITION OF DESIGN, PROBLEMS, Journal of mechnical design, 117(3), 1995, pp. 433-440
Methods for solving partitioned mathematical programming problems requ
ire that an appropriate structure suitable for-decomposition be identi
fied. This first step consists of identifying linking variables that e
ffect independent subproblems coordinated by a master problem. This ar
ticle presents a network reliability-based solution of the optimal dec
omposition problem that avoid subjective criteria to identify linking
variables and partitions. The relationships among design variables are
modeled as the processing units of a network. The design variables th
emselves are modeled as the communication links between these units. T
he optimal decomposition is attained by minimizing the network reliabi
lity while maximizing the number of operating links.