Guadalupe Janoski , Srinivas Mukkamala , Andrew H. Sung , A Comparison of Soft Computing Methods for Reservoir Simulation, International Journal of Soft Computing, Volume 1,Issue 3, 2006, Pages 207-214, ISSN 1816-9503, ijscomp.2006.207.214, (https://makhillpublications.co/view-article.php?doi=ijscomp.2006.207.214) Abstract: As time progresses, more and more oil reservoirs reach maturity; consequently, secondary and tertiary methods of oil recovery have become increasingly important in the petroleum industry. This reality has increased the industry’s interest in using simulation as a tool for reservoir evaluation and management to minimize costs and increase efficiency. This study presents and compares several control methods in regards to the well-known reservoir simulation task of history matching that is performed to calibrate simulators. Keywords: Soft computing;resevoir simulation