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- [Instructor] Let g of x be
equal to the definite integral
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from zero to x of f of t dt.
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What is an appropriate
calculus-based justification
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for the fact that g is concave
up on the open interval
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from five to 10?
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So concave up.
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So before I even think about
what it means to be concave up,
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let's just make sure we
understand this relationship
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between g and f.
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One way to understand it is
if we took the derivative
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of both sides of this equation,
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we would get that g prime
of x is equal to f of x.
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The derivative of this
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with respect to x would just be f of x.
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In fact, the whole
reason why we introduced
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this variable t here is
this thing right over here
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is actually a function of x
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'cause x is this upper bound.
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And it would've been weird if
we had x as an upper bound,
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or at least confusing,
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and we were also integrating
with respect to x.
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So we just had to pick kind of
another placeholder variable.
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Didn't have to be t.
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It could be alpha, it could be gamma,
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it could be a, b, or
c, whatever we choose,
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but this is still, right over
here, this is a function of x.
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But when you take the
derivative of both sides,
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you realize that the function
f, which is graphed here.
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And if this were the x axis,
then this would be f of x.
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If this is the t axis,
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then this is y is equal to f of t.
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But generally this is the
graph of our function f,
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which you could also view
as the graph of g prime.
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If this is x, this would be g prime of x.
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And so we're thinking about the interval,
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the open interval from five to 10,
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and we have g's derivative graphed here.
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And we wanna know a
calculus-based justification
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from this graph that lets us
know that g is concave up.
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So what does it mean to be concave up?
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Well, that means that your
slope of tangent line,
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of tangent, slope of
tangent is increasing.
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Or another way of thinking about it,
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your derivative is increasing.
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Or another way to think about it,
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if your derivative is
increasing over an interval,
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then you're concave up on that interval.
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And so here we have a
graph of the derivative,
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and it is indeed increasing
over that interval.
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So our calculus-based justification
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that we'd wanna use is that, look,
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f, which is g prime, is
increasing on that interval.
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The derivative is
increasing on that interval,
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which means that the original
function is concave up.
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f is positive on that interval.
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That's not a sufficient
calculus-based justification.
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Because if your derivative is positive,
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that just means your original
function is increasing.
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It doesn't tell you
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that your original function is concave up.
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f is concave up on the interval.
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Well, just because your
derivative is concave up
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doesn't mean that your original
function is concave up.
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In fact, you could have
a situation like this
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where you're concave
up over that interval,
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but for much of that
interval right over here,
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if this was our graph of f or
g prime, we are decreasing.
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And if we're decreasing
over much of that interval,
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then actually on this part
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our original function
would be concave down.
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The graph of g has a cup
U shape on the interval.
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Well, if we had the graph of g,
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this would be a justification,
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but it wouldn't be a
calculus-based justification.
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Let's do more of these.
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So this next one says, so we
have the exact same setup,
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which actually all of
these examples will have.
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g of x is equal to this thing here.
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What is an appropriate
calculus-based justification
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for the fact that g has a relative minimum
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at x equals eight?
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So once again, they've graphed f here,
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which is the same thing
as the derivative of g.
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And so if we have the
graph of the derivative,
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how do we know that we
have a relative minimum
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at x equals eight?
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Well, the fact that we cross,
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that we're at the x-axis,
that y is equal to zero,
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that the derivative is equal
to zero at x equals eight,
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that tells us that the
slope of the tangent line
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of g at that point is zero.
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But that alone does not tell us
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we have a relative minimum point.
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In order to have a relative minimum point,
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our derivative has to cross
from being negative to positive.
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Why is that valuable?
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Because think about if
your derivative goes
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from being negative to positive,
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that means your original function goes
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from decreasing to increasing.
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It goes from decreasing to increasing.
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And so you would have a
relative minimum point.
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And the choice that describes that,
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this is starting to get there,
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but this alone isn't enough
for a relative minimum point.
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f is negative before x equals eight
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and positive after x equals eight.
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That's exactly what we just described.
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Let's see about these.
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f is concave up on the
interval around x equals six.
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Well, x equals six is a
little bit unrelated to that.
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There's an interval in the
graph of g around x equals eight
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where g of eight is the smallest value.
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Well, this would be a justification
for a relative minimum,
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but it is not calculus-based.
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So once again I'll rule
that one out as well.
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Let's do one more of these.
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So same setup, although we
have a different f and g here,
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and we see it every time with the graph.
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What is a appropriate
calculus-based justification
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for the fact that g is
positive on the interval
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from the closed interval from seven to 12?
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So the positive on the closed
interval from seven to 12.
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So this is interesting.
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Let's just remind ourselves.
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Here we're gonna think a little bit deeper
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about what it means to
be this definite integral
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from zero to x.
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So, if we think about what
happens when x is equal to seven.
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When x is equal to seven, or
another way to think about it,
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g of seven is going to be the integral
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from zero to seven of f of t dt.
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And so the integral from zero to seven,
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if this was a t-axis,
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and, once again, t is just
kind of a placeholder variable
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to help us keep this x up here.
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But we're really talking about
this area right over here.
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And because from zero to seven
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this function is above the x-axis,
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this is going to be a positive area.
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This is a positive area.
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And as we go from seven to 12,
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we're not adding anymore area,
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but we're also not taking any away.
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So actually g of seven
all the way to g of 12
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is going to be the same positive value,
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'cause we're not adding anymore value.
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And when I say g of 12,
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g of 12 is going to be
actually equal to g of seven,
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because, once again, no
added area right here,
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positive or negative.
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So let's see which of these choices match.
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For an x value in the
interval from seven to 12,
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the value of f of x is zero.
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That is true, but that doesn't
mean that we were positive.
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For example, before that interval
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if our function did something like this,
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then we would've had negative
area up to that point,
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and so these would be negative values,
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so I would rule that out.
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For any x value in the
interval from seven to 12,
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the closed interval, the
value of g of x is positive.
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For any x value in the
interval from seven to 12,
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the value of g of x is positive.
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That is true, so I like this one.
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Let me see these other ones.
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f is positive over the closed
interval from zero to seven,
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and it is non-negative over seven to 12.
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I like this one as well.
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And actually the reason why I
would rule out this first one,
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this first one has nothing
to do with the derivative
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and so it's not a
calculus-based justification,
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so I would rule that one out.
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This one is good.
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This is the exact rationale
that I was talking about.
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f is positive from zero to seven,
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so it develops all this positive area,
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and it's non-negative over the interval.
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And so we are going to stay
positive this entire time for g,
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which is the area under f and
above the x-axis from zero
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to our whatever x we wanna pick.
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So I like this choice here.
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f is neither concave up nor concave down
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over the closed interval from seven to 12.
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No, that doesn't really help us
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in saying that g is
positive over that interval.
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So there you go, choice C.