Optimization of large space frame steel structures subjected to realis
tic code-specified stress, displacement, and buckling constraints is i
nvestigated. The basis of design is the American Institute of Steel Co
nstruction (AISC) Allowable Stress Design (ASD) specifications. The ty
pes of structures considered are space moment resisting frames with an
d without bracings. The structures are subjected to wind loadings acco
rding to the Uniform Building Code (UBC) in addition to dead and Live
loads. The parallel-vector algorithm developed in this research is app
lied to three highrise building structures ranging in size from a 20-s
tory structure with 1,920 members to a 60-story structure with 5,760 m
embers, and its parallel processing and vectorization performance is e
valuated. For the largest structure, speedups of 6.4 and 17.8 are achi
eved due to parallel processing (using eight processors) and vectoriza
tion, respectively. When vectorization is combined with parallel proce
ssing a very significant speedup of 97.1 is achieved.