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Using only the items given in the tables below, formulate an optimization problem in standard form to create a minimum cost pizza which satisfies
Using only the items given in the tables below, formulate an optimization problem in standard form to create a minimum cost pizza which satisfies both the nutritional requirements of Table 1 and bounds on item quantities given in Table 2. Use the nutritional data of Table 3 and the cost data of Table 4 in your model. Use the MATLAB linear optimization routines linprog to solve the problem. Interpret your results. Table 1 Nutrient Calcium Requirement Units 750.0 mg Iron 12.0 mg Protein 48.5 gram Vitamin A 4500.0 IU Thiamine 1.3 mg Niacin 16.0 mg Riboflavin 1.6 mg Vitamin C 30.0 mg Table 2 UPPER AND LOWER BOUNDS ON PIZZA ITEMS Item Upper Bounds* Lower Bound* cheese (x1) 2.270 1.703 sauce (x2) 1.986 1.140 dough (x3) 5.249 4.266 pepperoni (x4) 0.983 N/A ham (x5) 1.135 N/A bacon (x6) 0.993 N/A g.pepper (x7) 1.561 N/A onion (x8) 0.993 N/A celery (x9) mushroom(x10) 1.561 N/A 1.135 N/A tomato (x11) 1.703 N/A pineapple (x12) 1.703 N/A meat (x4, X5, X6) N/A 0.993 veg. (x7, x8, x9, x11) N/A 0.993 fungi (x10) N/A 0.922 Table 2 * Amount in hundreds of grams. * Amount in hundreds of grams. Item cheese (x1) sauce (x2) Innequality constraints Upper Constraint Lower Constraint x12.270 -x1-1.703 Table 2 X21.986 -x2 -1.140 dough (x3) X35.249 -x3-4.266 pepperoni (x4) 24 < 0.983 -x40 ham (x5) 5 < 1.135 -x50 bacon (x6) X6 0.993 -x60 g.pepper (x7) X71.561 -x70 onion (x8) X8 0.993 -x80 celery (x9) mushroom(x10) tomato (x11) X9 1.561 -x90 X101.135 -x100 X111.703 11
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