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De Zeeuw, J.Q. (author)The computer assisted optimization of well locations in reservoirs can result in a better planning of the reservoir development and non-trivial optimal locations can be found. Currently most optimizers use gradient-free methods which require significant computing capacity. Especially when considering decision making under uncertainty there is a...master thesis 2015