CAS or MATLAB in 1st year collegiate math? - PowerPoint PPT Presentation

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CAS or MATLAB in 1st year collegiate math?

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can do state-of-the-art numerics, graphics, ... prep for calculus, calculus, mutli-var and vector calculus, diff equations, (linear algebra) ... – PowerPoint PPT presentation

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Title: CAS or MATLAB in 1st year collegiate math?


1
CAS or MATLAB in 1st year collegiate math?
  • Matthias Kawski ?
  • Arizona State University
  • Tempe, U.S.A.
  • http//math.asu.edu/kawski

? This work was partially supported by NSF grants
DMS 00-72369 and DMS 01-07666.
2
Professional user of both CAS an MATLABe.g.
MAPLE curvature of optimal control,MATLAB
simulate ½ conductor industry supply chains
3
Outline
  • Brief intro-contrast CAS versus MATLAB
  • Brief survey Matt K and his environment why
    this question?
  • (Traditional) calculus is just algebra !
  • MAPLE and calculus ???
  • MATLAB and calculus ???
  • The next courses MAPLE versus MATLAB

4
Computer ALGEBRA Systems
  • MATHEMATICA, MAPLE, DERIVE, .
  • 1000 professional, 150 student version
  • can do state-of-the-art numerics, graphics,
    .but main data structure is symbolic
    expressions(NOT numbers).
  • Can do virtually all symbolic calculations
    thatcan be done by hand, but faster, much more
    reliably (fewer mistakes), and more
    systematically
  • can call MATLAB from inside CAS (inconvenient)

5
CAS example
6
MATLAB
  • 1000 professional, 150 student version
  • state-of-the-art numerics, graphics, .main data
    structure is matrices of floating point numbers
  • professional use in sciences, engineering, math,
  • fast !
  • can call CAS from inside (symbolic toolbox)

7
MATLAB example
Most simple academicapplicationimage
processing..(e.g. basic .gif imageoff the WWW,
say a 60 x 80 pixel image)
8
Institutional background
  • Arizona State Universitypublic university in
    rapidly growing metro area50 000 student
    total12 000 in math each fall semester 7 000
    below calculus 300 events of average size
    40
  • majority of calculus I-III, diff equns, linear
    algebraare engineering majors
  • engineering college very progressive

9
Integrated curricula in 1990s
technology intensive, team-oriented,
project-driven,..(Intro2Engineering, CAD,
English, Physics, Calculus,..)
10
Professional technology integrated
  • All students have at (almost) all times access to
    professional computer software
  • especially during the exams! i.e. exams needed
    to change (usually including internet access)
  • typically, one or two computers at each
    table,but do not teach in traditional computer
    lab set up in rows where studenst hide behind
    screens.

11
Professional technology for math
Courses under considerationprep for calculus,
calculus, mutli-var and vector calculus, diff
equations, (linear algebra)
  • , papyrus
  • abacus
  • slide-rule
  • logrithm table
  • hand-held calculator
  • graphing calculator
  • Computer Algebra System MAPLE, MATHEMATICA
  • professional numerical package MATLAB

12
Calculus is an algebra course ?
  • (algebra of ) limits, especially rational
    functions(LHopitals rule . everything via
    Taylor expansion)
  • derivatives versus derivations
  • antiderivatives (as opposed to integrals)
  • proof CAS can get 90 right on almost any
    final exam
  • The only thing that that matters is what is on
    the final exam Traditional calculus is a course
    in algebra!

13
Derivations versus derivatives
  • Derivatives are analytic objects, defined
    bylimits, approximability by linear objects
  • Derivations are algebraic objects that are
    defined as linear maps that satisfy the Leibniz
    (product) rule
  • D(fg)(Df)gf(Dg)

14
Derivations versus derivatives
  • Derivatives are analytic objects, defined
    bylimits, approximability by linear objects
  • Derivations are algebraic objects that are
    defined as linear maps that satisfy the Leibniz
    (product) rule
  • D(fg)(Df)gf(Dg)
  • The only thing that that matters is what is on
    the final exam Traditional calculus is a course
    in algebra!

15
Our engineers
  • every year they come back asking more loudly
    why we dont use MATLAB also in 1st year calc.
  • so far held them at bay, compromise calculus w/
    CAS, introduce MATLAB in some DE sections, LA
    mostly w/ MATLAB.
  • main motivation for this presentation and
    articleThe clients seem to be very ill-informed
    about
  • the very distinct natures of either alternative
  • of how they mesh w/ the requested curriculum
  • and how problematic it is to INTEGRATE either
    choice

16
Easy way out
  • MATLAB is useless on traditional calculus
    exams,i.e.no problems with exams when using
    MATLABMATLAB becomes an add-onfor
    explorations, plotting, some checking,but is
    certainly not integrated

17
CAS gives trouble
  • CAS by itself earns A on traditional calculus
    exam.i.e. either
  • need to completely redesign exams,or
  • prohibit CAS on exams.
  • Choice I is very hard, but it can be done
    (10 years )
  • Choice II is again just an add-on, no
    integration.
  • but neither one makes my engineers happy at this
    time

18
A closer look at the divergence
  • Calculus as mathematics of continuous change
    changing objects functions
  • Calculus as the study of
  • differentiable functions, and
  • integrable functions
  • Take closer look at functions in CAS / MATLAB

19
Expressions versus functions in CAS
20
Functions in CAS
  • Traditional language
  • find a function that
  • find the aniderivative of

21
Derivations in CAS
22
Derivations in CAS
23
MATLAB basic functions
24
MATLAB advanced functions 1
externally defined usual trouble pathnames,
write-protected networked
environmentsfunction handles
25
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26
MATLAB function topics
  • Nearly ideal for numerical differentiation and
    numerical integration, including
    investigationsof the limiting processes
    indeed, an almost perfect match for very reformed
    calculus course
  • incl. even functions defined as antiderivatives
  • hard function composition, inverse functions, .

27
Summary and conclusions
  • MATLAB is a very easy add-on, useless in exams
  • CAS, but not on exams, is just another add-on
  • CAS, incl. on exams, requires dramatic
    rethinking
  • For traditional course CAS is much easier match
  • Major challenge use MATLAB (w/ integration
    demand) as vehicle to implement (next step of)
    true calc reform?

28
Compare linear algebra
  • We now have two parallel linear algebra courses
  • target Jordan canonical form MAPLE course
  • target Singular Value Decomposition MATLAB
  • Similar with differential equations
  • Maybe next, two calculus courses
  • one course that is essentially algebra of
    mappings
  • one course that studies continuous change of
    numerically defined functions

29
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32
A c y, c ???clearly an undetermined
linear system ofn 4 equations in m 1
unknown(s).What should division by coefficient
matrix mean?
33
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34
Summary
  • Dont take your engineers wishes lightly Either
    way it will be a lot of work, and true
    integration will necessarily may radically change
    the course how much is wanted?
  • Both CAS and MATLAB offer to greatly expand
    students horizons beyond the traditional
    algebra-oriented 1st year collegiate math courses
  • CAlgebraS are considerably easier to integrate
    into more traditional courses
  • MATLAB most typically is only an add-on,
    unless the courses are dramatically reformed.
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