This article examines the irrigation optimization specifics in cases of extreme water shortages, when water costs represent a significant fraction to crop yield value. Using the optimization method as an example, in case of "inexpensive irrigation" water, it demonstrates what need to pay special attention when selecting the optimal regulation range.