S. Rajagopalan et al., CAPACITY EXPANSION AND REPLACEMENT IN GROWING MARKETS WITH UNCERTAIN TECHNOLOGICAL BREAKTHROUGHS, Management science, 44(1), 1998, pp. 12-30
Citations number
29
Categorie Soggetti
Management,"Operatione Research & Management Science","Operatione Research & Management Science
The accelerated pace of technological change has led to rapid obsolesc
ence of productive capacity in electronics and other industries. Manag
ers must consider the impact of future technologies while making acqui
sition and replacement decisions in such environments. We consider a p
roblem where a sequence of technological breakthroughs are anticipated
but their magnitude and timing are uncertain. A firm, operating in su
ch an environment, must decide how much capacity of the current techno
logy to acquire to meet future demand growth. It must also determine w
hether to upgrade any of the older vintages. We formulate this problem
and present some structural results. Using these results, we then dev
elop a highly efficient regeneration point-based dynamic programming a
lgorithm. The effectiveness of the proposed algorithm is illustrated t
hrough a computational study. The sensitivity of the first period deci
sion to various parameters is also explored.