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There exist optimization problems with the target objective, which is to be optimized, and several extra objectives, which may or may not be helpful in the optimization process. This paper considers the case when it is possible to find an optimum of the target objective by optimizing either the target objective or a single extra objective. An algorithm is presented that uses a single instance of an underlying single-objective optimization algorithm to optimize different objectives at differentdoi:10.1109/icmla.2014.27 dblp:conf/icmla/Buzdalov14 fatcat:ugcttyhypbffnncccf7qjk34zy