Question: Tazer management now has concluded that the company cannot devote enough money to research and development to undertake all of these projects. Only $1.5 billion
Tazer management now has concluded that the company cannot devote enough money to research and development to undertake all of these projects. Only $1.5 billion is available, which may be not enough for all the projects. The first row of table shows the amount needed (in millions of dollars) for each of these projects. The second row estimates each projects probability of being successful. If a project is successful, it is estimated that the resulting drug would generate the revenue shown in the third row. Thus, the expected revenue (in the statistical sense) from a potential drug is the product of its numbers in the second and third rows, whereas its expected profit is this expected revenue minus the investment given in the first row. These expected profits are shown in the bottom row of table. The objective is to choose the projects that will maximize the expected profit while satisfying the budget constraint.
a. Formulate algebraic form for this problem. (Please clearly define all the decision variables, clearly write down the objective function and each constraints)
TABLE Data for the Tazer Project Selection Problem
| Project | |||||
| 1 (Up) | 2 (Stable) | 3 (Choice) | 4 (Hope) | 5 (Release) | |
| R&D investment ($million)* | 450 | 300 | 620 | 510 | 200 |
| Success rate | 60% | 30% | 30% | 20% | 45% |
| Revenue if successful ($million) | 1,400 | 1,200 | 2,200 | 3,000 | 600 |
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