Mathematical Modeling Handbook (Sampler) · The Mathematical Modeling Handbook is intended to...

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EMAIL FROM: Cousin VinSUBJECT: [Fwd: Fwd:] Mathematical ModelingDATE: March 9, 2011 12:02 PM EDTTO: M. Modeler

Isnʼt modeling fun?

Catch ya later,Vin

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Mathematical Modeling Handbook(Sampler)

From the introduction“What is Mathematical Modeling?”

The heart of mathematical modeling, as we have seen, is problem find-ing before problem solving. So often in mathematics, we say “provethe following theorem” or “solve the following problem”. When westart at this point, we are ignoring the fact that finding the theorem orthe right problem was a large part of the battle.

– Henry O. Pollak

The expanded Teachers College Mathematical Modeling Handbook willbe available in late Spring 2011. Look forward to the modules availablein this Sampler and more, including:

Go Green!A Tour of Jaffa

Making ChangeNarrow Corridor

The Packer’s Puzzle

…and many more!

For more sources of mathematical modeling activities, please see these COMAP titles:

Mathematics: Modeling Our World. Bedford, MA: COMAP.Schneider, J., Pollak, H.O., & Shoaf, M.M. (2004). Math Trails.

Bedford, MA: COMAP.

Available Spring 2012Teachers College Handbook for the Assessment of Mathematical

Modeling

175 Middlesex Tpk., Suite 3B, Bedford, MA 01730 www.comap.com

CCSS Modeling HB Cover:Modeling Handbook 4/1/11 9:44 AM Page 1

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EMAIL FROM: Cousin VinSUBJECT: [Fwd: Fwd:] Mathematical ModelingDATE: March 9, 2011 12:02 PM EDTTO: M. Modeler

Isnʼt modeling fun?

Catch ya later,Vin

Do you Uoohoo? Tired of SPAM? Uoohoo Mail has the best SPAM protection around.http://mail.uoohoo.com

Mathematical Modeling Handbook(Sampler)

CCSS Modeling HB FM:Modeling HB 8pp FM 3/31/11 1:37 PM Page i

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Prepared under the direction ofThe Program in Mathematics Education

at

Handbook Editors:Heather Gould

Diane R. MurrayAndrew Sanfratello

Bruce R. Vogeli

Mathematical Content Copyright © 2011 Comap, Inc.Mathematical Modeling Handbook Sampler Published, and Distributed Free

by

The Consortium for Mathematics and Its ApplicationsBedford, MA 01730

Available Online at www.comap.com.

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TABLE OF CONTENTS

Preface......................................................................................................................iii

Introduction ..........................................................................................................iv

Mathematical Modeling Modules

For the Birds ..........................................................................................................1

Meteorology ............................................................................................................9

Treasure Beneath the Sea ..............................................................................17

A Model Solar System ......................................................................................25

Viral Marketing ..................................................................................................33

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PREFACE

The Mathematical Modeling Handbook is intended to support the implemen-tation of the Common Core State Standards high school Mathematics Modelingconceptual category. The CCSS document provides a brief description of math-ematical modeling accompanied by 22 star symbols (*) designating modelingstandards and standard clusters. The CCSS approach is to interpret modeling“not as a collection of isolated topics but in relation to other standards.”

The goal of this Handbook is to aid teachers in implementing the CCSS approachby helping students to develop a modeling disposition, that is, to encouragerecognition of mathematical opportunities in everyday events. The Handbookprovides lessons and teachers’ notes for thirty modeling topics together withreference to specific CCSS starred standards for which the topics may be ap-propriate.

The Handbook begins with an introductory essay by Henry O. Pollak entitled“What is Mathematical Modeling?” Professor Pollak joined the Teachers Collegefaculty in 1987 where he has continued his involvement in modeling and itsteaching, emanating from his three decades of modeling activity as Director ofMathematics and Statistics Research at Bell Laboratories. Dr. Pollak has con-tributed to other COMAP projects and publications including Mathematics:Modeling Our World (2000) and “Henry’s Corner” in the newsletter Consor-tium.

Bruce R. VogeliTeachers College, Columbia University

New York, NY

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WHAT IS MATHEMATICAL MODELING?An Introduction by Henry O. Pollak

People often say that the mathematics they learned in school and the mathe-

matics that they use in their lives are very different and have little if anything

to do with each other. The textbook or the teacher may have asked, for exam-

ple, how long it takes to drive 20 miles at 40 miles per hour and accepted the

answer of 30 minutes. But when you live 20 miles from the airport, the speed

limit is 40 mph, and your cousin is due at 6 PM, does that mean you leave at

5:30? Your actual thinking may be quite different. This is rush hour. There are

those intersections at which you don’t have the right of way. How long will it

take to find a place to park? If you take the back way, the average drive may

take longer, but there is much less variability in the total drive time. And you’d

better find out when the plane is expected. But don’t forget that the arrival time

they give you is the time the plane is expected to touch down on the runway, not

when it will start discharging passengers at the gate. And so forth.

Our expectation is that the CCSS Modeling Standards will help to bridge the gulf

between reasoning in the mathematics class and reasoning about a situation

in the real world. So what do we mean by “mathematical modeling”? What’s

different about reasoning in the outside world from reasoning in mathemat-

ics? The real situation usually has so many “angles” to it that you can’t take

everything into account, so you decide which aspects are most important and

you keep those. At this point, you have an idealized version of the real-world

situation which you translate into mathematical terms. Now you have a math-

ematical model of the idealized question. Then you apply your mathematical

instincts and knowledge to the model and get interesting insights, examples,

approximations, theorems, and algorithms. You translate all this back into the

real-world situation and you hope to have a theory for the idealized question.

But you have to check back: are the results practical, the answers reasonable,

the consequences acceptable? If so, great! If not, take another look at the

choices you made at the beginning and try again. This entire process is what is

called mathematical modeling.

Is all this new? Yes and no. Many scientific disciplines use mathematics in their

development and practice and when scientists are careful they do indeed check

which aspects of the situation they have kept and which they have chosen to ig-

nore. Engineers and scientists, be they physical, social, or biological, have not

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expected mathematics to teach this for them within a scientific framework,

although preparing for this kind of reasoning is part of mathematics. Can we

just leave mathematical modeling to the scientists? We absolutely cannot.

Mathematics education is clearly responsible for teaching how to use mathe-

matics in everyday life and in intelligent citizenship, and let’s not forget it. But

actually any separation from science is a delusion. Let’s admit it, both everyday

life and intelligent citizenship often also involve scientific issues. So what really

matters is learning and practicing the mathematical modeling process. The

particular field of application – whether it is everyday life, being a good citizen,

or understanding some piece of science – is less important than experiencing

this thinking process.

Don’t we do this already? Don’t we already have “word problems”? We have

seen that “mathematical modeling” is not just a new and pretentious name for

“word problem” or “problem solving” in the traditional sense. Word problems

embody the hope that external images will lighten the atmosphere in which

mathematics is done, but let’s not kid ourselves: the purpose of a word prob-

lem is only to practice the mathematics of the current chapter. Therefore an

answer to a word problem is considered correct if the student finds the appli-

cable algorithm and carries it out successfully. But mathematical modeling de-

mands more. Yes, the mathematics you decided to use has to be done correctly

but, as we saw, the results must be examined in terms of the original external

situation to check that they make sense. The fact that the mathematics that

was carried out within the mathematical model is correct is not enough to make

the total modeling process a success: the real-world results must also be

reasonable in that they check with the real world.

Don’t get the impression that all of this is an unnatural demand on mathemat-

ics education. Far from it, it strengthens the affinity between pure mathemat-

ics and its applications. The heart of mathematical modeling, as we have seen,

is problem finding before problem solving. So often in mathematics, we say

“prove the following theorem” or “solve the following problem”. When we start

at this point, we are ignoring the fact that finding the theorem or the right

problem was a large part of the battle. By emphasizing the problem–finding

aspect, mathematical modeling brings back to mathematics education that as-

pect of our subject and greatly reinforces the unity of the total mathematical

experience.

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Student Name:___________________________Date:___________________

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Student Name:___________________________Date:___________________

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Student Name:___________________________Date:___________________

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Student Name:___________________________Date:___________________

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Student Name:___________________________Date:___________________

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y

x

a b

x y

B = 102b

log y = a log x+ b

log y =3

2log x+ b

log y2 = log x3 + 2b

y2 = Bx3

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EMAIL FROM: Cousin VinSUBJECT: [Fwd: Fwd:] Mathematical ModelingDATE: March 9, 2011 12:02 PM EDTTO: M. Modeler

Isnʼt modeling fun?

Catch ya later,Vin

Do you Uoohoo? Tired of SPAM? Uoohoo Mail has the best SPAM protection around.http://mail.uoohoo.com

Mathematical Modeling Handbook(Sampler)

From the introduction“What is Mathematical Modeling?”

The heart of mathematical modeling, as we have seen, is problem find-ing before problem solving. So often in mathematics, we say “provethe following theorem” or “solve the following problem”. When westart at this point, we are ignoring the fact that finding the theorem orthe right problem was a large part of the battle.

– Henry O. Pollak

The expanded Teachers College Mathematical Modeling Handbook willbe available in late Spring 2011. Look forward to the modules availablein this Sampler and more, including:

Go Green!A Tour of Jaffa

Making ChangeNarrow Corridor

The Packer’s Puzzle

…and many more!

For more sources of mathematical modeling activities, please see these COMAP titles:

Mathematics: Modeling Our World. Bedford, MA: COMAP.Schneider, J., Pollak, H.O., & Shoaf, M.M. (2004). Math Trails.

Bedford, MA: COMAP.

Available Spring 2012Teachers College Handbook for the Assessment of Mathematical

Modeling

175 Middlesex Tpk., Suite 3B, Bedford, MA 01730 www.comap.com

CCSS Modeling HB Cover:Modeling Handbook 4/1/11 9:44 AM Page 1