TY - JOUR
T1 - When uncertainty is beneficial
T2 - Interesting implications for the hydrocarbon discovery process
AU - Gerchak, Yigal
AU - He, Qi Ming
AU - Fuller, J. David
AU - Chungcharoen, Ekachidd
PY - 2002
Y1 - 2002
N2 - Consider a basin with remaining undiscovered fields, in which both field sizes and their number are uncertain. Assuming that the probability of finding a field is increasing in its size, we show that the expected size of the first remaining field discovered, which is of particular importance, is increasing in the variability of field sizes, and results from a simulation model of exploration illustrate this trend for the first several fields discovered. We also provide simple bounds on the expected size of the first field discovered. It seems that more information (less variability) leads to less value-something unexpected. We explore and explain this seemingly counterintuitive result.
AB - Consider a basin with remaining undiscovered fields, in which both field sizes and their number are uncertain. Assuming that the probability of finding a field is increasing in its size, we show that the expected size of the first remaining field discovered, which is of particular importance, is increasing in the variability of field sizes, and results from a simulation model of exploration illustrate this trend for the first several fields discovered. We also provide simple bounds on the expected size of the first field discovered. It seems that more information (less variability) leads to less value-something unexpected. We explore and explain this seemingly counterintuitive result.
UR - http://www.scopus.com/inward/record.url?scp=0036877279&partnerID=8YFLogxK
U2 - 10.1287/opre.50.6.1068.344
DO - 10.1287/opre.50.6.1068.344
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AN - SCOPUS:0036877279
VL - 50
SP - 1068-1072+1077
JO - Operations Research
JF - Operations Research
SN - 0030-364X
IS - 6
ER -