solve this as linear program but dont use excel plzzz then convert this linear program to paython code thanks
The Spring family has owned and operated a garden tool and implements manufacturing company since 1952. The company sells garden tools to distributors and directly to hardware stores and home improvement discount chains. The Spring Company's four most popular small garden tools are a trowel, a hoe, a rake, and a shovel. Each of these tools is made from durable steel and has a wooden handle. The Spring family prides itself on its high- quality tools. The manufacturing process encompasses two stages. The first stage includes two operations: stamping out the metal tool heads and drilling screw holes in them. The completed tool heads then flow to the second stage, which includes an assembly operation where the handles are attached to the tool heads, a finishing step, and packaging. The processing times per tool for each operation are provided in the following table: Tool (hr./unit) Total Hours Available per Operation Trowel Hoe Rake Shovel Month Stamping 0.04 0.17 0.06 0.12 500 Drilling 0.05 0.14 0.14 400 Assembly 0.06 0.13 0.05 0.10 600 Finishing 0.05 0.21 0.02 0.10 550 Packaging 0.03 0.15 0.04 0.15 500 Hoe 1.6 2.1 The steel the company uses is ordered from an iron and steel works in Japan. The company has 10,000 square feet of sheet steel available each month. The metal required for each tool and the monthly contracted production volume per tool are provided in the following table: Sheet Metal (ft.2) Monthly Contracted Sales Trowel 1.2 1,800 1,400 Rake 1,600 Shovel 24 1.800 The primary reasons the company has survived and prospered are its ability always to meet customer demand on time and its high quality. As a result, the Spring Company will produce on an overtime basis in order to meet its sales requirements, and it also has a long-standing arrangement with a local tool and die company to manufacture its tool heads. The Spring Company feels comfortable subcontracting the first stage operations because it is easier to detect defects prior to assembly and finishing. For the same reason, the company will not subcontract for the entire tool because defects would be particularly hard to detect after the tool was finished and packaged. However, the company does have 100 hours of overtime available each month for each operation in both stages. The regular production and overtime costs per tool for both stages are provided in the following table. The cost of subcontracting in stage 1 adds 20% to the regular production cost. The Spring Company wants to establish a production schedule for regular and overtime production in each stage and for the number of tool heads subcontracted, at the minimum cost. Formulate a linear programming model for this problem and solve the model using the computer. Which resources appear to be most critical in the production process? Stage 1 Regular Overtime Cost Cost $6,00 $6.20 10.00 10.70 8.00 8.50 10.00 10.70 Stage 2 Regular Overtime Cost Cost $3.00 $3.10 5.00 5.40 4.00 4.30 5.00 5.40 Trowel Hoe Rake Shovel Based on the above information answer the followings: 1. What will be the new objective value, and the decision variables if the subcontracted cost reached 40% of the regular production cost? 2. What will be the new objective value, and the decision variables if the provided steel quantity is reduced to 7,000 square feet of sheet steel next month? 3. What will be the new objective value, and the decision variables if the provided steel quantity is increased to 15,000, and 30,000 square feet of sheet steel next month? What is/are the bottleneck resources to avoid subcontracting? 4. What will be the new objective value, and the decision variables if the overtime hours are increased to 200 hrs. next month? 5. If the demand increased for all tools by 30%, can you still satisfy the demand, why ? explain your answer)
