Embodiments of the present invention address deficiencies of the art in respect to mathematical programming for optimization based applications systems and provide a method, system and computer program product for providing an interface for generating and customizing optimization-based applications. A method for providing an interface for generating and customizing optimization-based applications can include generating an initial user interface having an objectives and sequences panel, the objectives and sequences panel can include a basic objective table, an aggregate objective table and an objective sequence table in a goal programming and goal weighting controller module executing in memory by a processor of a host computer. The method also includes rendering in the basic objective table a list of goals with corresponding indexes provided by the optimization application. The method further includes receiving selection of a subset of objectives to generate a new aggregate objective in the aggregate objective table.