including constraint minimizers (Lagrange multipliers) as in your calculus book. This should be your background material. Also you may use as a guide and source of materials the book that I also mentioned by Mark M. Meerschaert ‘Mathematical Modeling” (electronic copy available at the UMN library). Another good approach is to go to the math library and search the shelf on optimizatioN.
