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Geometric Probability

Lesson Plan

Geometric Probability

Objectives

Students are introduced to using the area of different shapes to calculate the theoretical probability of an event. Students should be able to:

  • find the area of polygons and other regular shapes.

  • use subtraction to find the remaining area.

  • calculate probability.

Essential Questions

  • How can we represent the probability of an event using geometric representations and the concept of length or area?

Vocabulary

  • Probability: A real number between zero and one that represents the likelihood of the occurrence of an event, where zero represents the impossibility and one represents the certainty of the event. If p is the probability of an event, then . [IS.1 - All Students]

  • Odds: In probability, the ratio of the probability of the number of favorable outcomes to the probability of the number of unfavorable outcomes, specifically , where p is the probability of the event.

  • Geometric Probability: The study of outcomes related to models that emphasize defined geometric objects and random points within and outside of those objects. For example, what is the probability of randomly selecting a point within a circle bounded by a square? [IS.2 - Preparation]

Duration

45–90 minutes [IS.3 - All Students]

Prerequisite Skills

Prerequisite Skills haven't been entered into the lesson plan.

Materials

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Formative Assessment

  • View
    • Evaluate group presentations on the accuracy of content, quality of communication within the group, and fair distribution of tasks.

    • Lesson 3 Exit Ticket (M-G-2-3_Lesson 3 Exit Ticket.doc) requires students to make a plan for finding the areas of irregular shapes and detail the calculations.

Suggested Instructional Supports

  • View
    Active Engagement, Modeling, Explicit Instruction
    W:  
    In this lesson, students will develop the skills to represent probabilistic outcomes in terms of relationships between the areas of two-dimensional geometric objects. Understanding geometric probability requires skills in geometric reasoning and computing the probability of defined events.
    H:  
    Throwing objects at defined targets is a motivating activity. However, in the bull’s eye activity, students will randomly toss small cotton balls onto targets that have subdivisions of varying areas.
    E:  
    Students begin the probability calculation with reviewing probability and odds and how the two concepts are related. In using the relative areas of the targeted regions, students will develop the conceptual and computational tools to understand the connections between theoretical probability based on the magnitude of areas and actual outcomes based on the number of objects landing in the target.
    R:  
    By presenting their findings of probability to the entire class, students will need to prepare materials that support their approach, describe methods, and calculate results. Collaboration with members of their group will also be necessary and will encourage the type of reflection and rethinking that will enhance individual and group understanding.
    E:  
    The Exit Ticket assesses student understanding of the area calculations for the probabilities of landing on any designated color. These calculations are challenging due to the irregular shapes and limited given dimensions. Students may use estimating techniques to help evaluate the reasonableness of their results.
    T:  
    For students who might need additional practice generalizing quantitative outcomes, use numbers small enough to work with mental arithmetic. Use parallel examples with different quantities that express the same concept. For example, point out that flipping one fair coin 100 times is equivalent to flipping 100 coins all at once. For students adept at processing computations, require multiple representations of the same outcomes. For example, alternate between fraction, decimal, and percent.
    O:  
    This lesson was designed to give students an understanding of probability as it relates to the areas of different geometric shapes—mainly polygons. Students have the opportunity to evaluate the differences between their experimental data and the actual theoretical probabilities through hands-on experience.

     

    IS.1 - All Students
    Review the concept of probability and geometric probability with students.  As much as possible show examples. Make connections from previous lessons on the concepts of probability and prediction.  
    IS.2 - Preparation
    Consider using graphic organizers (e.g., Frayer Model, Verbal Visual Word Association, Concept Circles) to review key vocabulary prior to the lesson.  
    IS.3 - All Students
    Consider pre-teaching the concepts critical to this lesson, including the use of hands-on materials. Throughout the lesson (based on the results of formative assessment), consider the pacing to be flexible to the needs of the students. Also consider the need for re-teaching and/or review both during and after the lesson as necessary.  
    IS.4 - All Students
    Consider providing these materials in alternate formats such as large print or digital.  
    IS.5 - Struggling Learners
    Explicitly explain how this formula works for struggling students.  
    IS.6 - All Students
    Another aspect of this activity would be to ask students to predict how many cotton balls would land on the bull’s eye.  
    IS.7 - Struggling Learners
    Provide more guided practice for struggling students.  
    IS.8 - Struggling Learners
    Allow struggling students to work with a partner.  

Instructional Procedures

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    Activity 1: Bull’s Eye

    In this lesson, the concepts of probability will be reviewed and students will learn how to use the areas of different shapes to find geometric probability. It is expected that students have already learned how to find the area of regular polygons using this formula from Lesson 2:

    Area =

    (where A = apothem and P = perimeter) [IS.5 - Struggling Learners]



    Place students into groups of three or four students. Give each group a “bull’s eye” (M-G-2-3_Bulls Eyes.doc), chosen randomly between the two possible bull’s eyes. Also give each group a handful of small cotton balls. Instruct groups to place the bull’s eye on the floor and take turns throwing the cotton balls one at a time onto the center of the bull’s eye. Each group should then record how many cotton balls landed on the center shape and how many landed outside of the center shape. Repeat this experiment until each group member has had a chance to toss the cotton balls at least once. Make sure the cotton balls are small enough and the targets are large enough to reliably measure the outcomes. Practice a few times before assigning students to do the activity.

    Remind students that the definition of probability is the number of desired outcomes divided by the number of possible outcomes. Have groups find the experimental probabilities for each of their trials (as percents) and the combined probability for all the trials. Have each group present their bull’s eye and the results of their experiment to the class.

    Why did certain groups have higher probabilities and other groups have lower probabilities?” (There are many possible answers: different throwing techniques or different number of cotton balls, but the key answer is that the center shapes are not all the same shape or the same size.)

    Ask students to describe their understanding of the differences between throwing the objects randomly and throwing them with the intention of landing in preferred locations. Extend the idea by asking how they could measure the degree to which tosses were random or intentional.

    State the conclusion that the probability of one cotton ball landing at the center of the bull’s eye is determined by the area of the bull’s eye.

    Have students discuss the difference between probability and odds. Clarify any misconceptions. Guide the class to calculate the probability and odds of landing in the bull’s eye. [IS.6 - All Students]

    Have students repeat the process of calculating the probability and odds of landing at the center of the bull’s eye they used for their experiment (use the version with numbers). Have each group present its work to the rest of the class. Ask students to compare their experimental probability to their theoretical probability. This is an opportunity to review the law of large numbers.

    Give students a geometric probability problem to complete before they leave class. For example, ask them to find the probability of a cotton ball landing on a bull’s eye, where the bull’s eye is a circle of radius 1 inch, which is in the middle of an 8 inch by 8 inch rectangle. You can quickly review the responses to determine which students may need more practice and which students have mastered the skill. (0.03 for 1.5-inch; 0.11 for 3-inch) [IS.7 - Struggling Learners]

    Activity 2: Checkerboard

    This activity will involve looking at geometric probability. Using an irregular checkerboard-like canvas and multiple colors, students will learn how to use the area of different polygons to calculate probability. Practice the activity with cotton balls and the targets before assigning to students.

    Have students get into groups of three to five. Hand out one irregular checkerboard and one cotton ball to each group (M-G-2-3_Irregular Checkerboard.doc). Each group should then tape their checkerboard to the floor.

    One at a time, students should take turns closing their eyes or blindfolding each other. The student who is blindfolded will then drop a cotton ball onto the checkerboard and the group will see where it lands. Students should record the color for the landing of each cotton ball.

    Each group’s results will later be used to verify or contrast with the calculated geometric probability.

    Next, assign each group a color. As a group, ask them to find the probability of the cotton ball landing on their color.

    KEY: The approximate area of the irregular checkerboard is 93 square units.

    The approximate total area, in square units of each color is

    Yellow 22
    Red 10
    Green 9
    Blue 17
    Purple 19
    Gold 16

    Students should calculate the probabilities of the cotton ball landing on each color using their calculators (by dividing the area of the color by the total area, 93 square units). [IS.8 - Struggling Learners]

    Key:

    = 0.24 yellow
    = 0.11 red
    = 0.10 green
    = 0.18 blue
    = 0.20 purple
    = 0.17 gold

    Once students have calculated a probability, ask each group to present their findings to the whole class. For the teams that have triangles within their color, ask them how they arrived at the calculations for those triangles. Note: each color has two triangles, so by adding them together they become a square, creating a shortcut for the calculation. Have students discuss their own results from the irregular checkerboard activity and whether they are consistent or inconsistent with their calculated findings.

    Next, hand out the following calculations for students to discover.

    Ask students, “What is the probability of the one cotton ball landing on the following combinations?”

    Possible combinations to ask: Blue and Yellow, Blue or Yellow, Red and Blue, Red or Blue, Red and Green or Purple, etc.

    There are many options, and students can be given more than one option if their calculations go quickly.

    Alternate Activity for Differentiated Instruction: The polygons on the grid can be made more complicated in order to give more proficient students more to work on. You can also begin with a simpler grid by covering one or more smaller, more complex polygons with simpler squares or triangles and removing them when students move into individual work to increase the level of the activity. Also, you can have students calculate the odds for or against landing on a specific colored portion as a bonus. If you want more hands-on activity, use two cotton balls and drop two at a time to find the probability of hitting two colors at the same time.

    Have students turn in their calculations as a form of evaluation. Also, hand out Lesson 3 Exit Tickets to students at the end of the class (M-G-2-3_Lesson 3 Exit Ticket.doc).

    Extension:

    • Students could work on a “bull’s eye” problem with three areas (e.g., a circle inside of a triangle, inside of a square), where they need to find the probability of the middle section (the triangle, less the circle). Students could also work on a multishaped area problem where they need to find the probability of two different shapes (e.g., the circle or the pentagon).

    • Show the calculation for finding the probability of randomly selecting a point inside a circle within a circle. This construction is called an annulus (Latin, little ring).The area of the ring, A, formed by two concentric circles is , where R is the radius of the larger circle and r is the radius of the smaller circle.

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DRAFT 08/31/2011
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