Consider the following situation: There are 75 students in Gr. 11 Applied Math this year, there are 90 students in Gr. 11 Pre-Calculus It is predicted that 85% of the Applied students will continue and the rest will switch to Pre-Calculus Also, 70% of the Precalculus students will stay in PC and the rest will switch to Applied. Q: How many students will be in each program after the change? To calculate the number of students in each program we consider the students STAYING and the students SWITCHING into APP: (75)(0.85) + (90)(0.30) = 91 students 85% of 75 students STAY If 70% stay in PC, 30% switch to Applied PC: (90)(0.70) + (75)(0.15) = 74 students 70% of 90 students STAY If 85% stay in Applied, 15% switch to PC We completed a manual calculation of a situation that can be represented with matrices 1 A transition is a change from one group to another. These can be represented by Transition Diagrams A transition diagram consists of: - Nodes: represent the different groups - Arcs: represent the change (movement) APPLIED PC NOTE: The number on the arc represents the percentage moving along that arc (we use percentages instead of numbers because we can re-use the transition pattern with a new set of numbers) NOTE: All arrows leaving a node need to add up to 100% (we need to account for ALL movement) 2 Once we have a transition diagram, we create a Transition Matrix Transition matrices are: -Always square matrices -One row for each node -One column for each node (in the same order) APPLIED PC -The elements are the changes (%) FROM row TO column 3 Next, we need to create an Initial Population matrix to represent the starting numbers of each group The initial population matrix is: -always a row matrix -one column for each node (same order as transition matrix) -elements contain the starting numbers of each node To find the new population AFTER the change: 4 Example: Studies show that each year, 5% of people living in Cities move to the Country 15% of people living in the Country move to the City If 1500 people live in the City and 850 live in the country in 2011, how many people live in each place in 2012? If the change continues, how many people will live in each place in 2013? 5
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