Computer-assisted Modelling and Analysis of Linear Programming Problems: Towards a Unified Framework
Harvey J. Greenberg, Cormac A. Lucas, Gautam Mitra · IMA Journal of Management Mathematics · 1986
A framework for model formulation and analysis to support operations and management of large-scale linear programs is developed from the combined capabilities of CAMPS and ANALYZE. Both the systems are reviewed briefly and the interface which integrates the two systems is then described. The model formulation, matrix generation, and model management capability of CAMPS and the complementary model and solution analysis capability of ANALYZE are presented within a unified framework. Relevant generic functions are highlighted, and an example is presented in detail to illustrate the level of integration achieved in the current prototype system. Some new results on discourse models and model management support are given in a framework designed to move toward an ‘intelligent’ system for linear programming modelling and analysis.