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Mathematics

What is implicit differentiation?

Differentiation can be broadly divided into two categories: explicit differentiation and implicit differentiation. All the differentiation in the AI SL, AI HL and AA SL courses is explicit - we have a function entirely defined in terms of a single variable, and we can differentiate the function explicitly with respect to that variable. For example, the function $y=x^2 + 2x + 1$, or $f(x) = x^2 + 2x +1$, is a function of $x$, and can be differentiated explicitly with respect to $x$. $$ \begin{align*} \frac{\mathrm{d}y}{\mathrm{d}x} = 2x +2 \,\text{ or }\, f'(x) = 2x + 2 \end{align*} $$ In kinematics, the velocity function $v(t) = \sin (2t)$ is a function of $t$, and can be differentiated explicitly with respect to $t$. $$ \begin{align*} v'(t) &= 2\cos(2t) \end{align*} $$ In the AA HL course, you will encounter implicit differentiation. **This arises when we have an equation, or a relationship between two variables, that cannot be expressed as a function of a single variable**. For example, suppose we have the elliptical equation $x^2+y^2-xy=8$. This is not a function, it is a relation, and if we want to find the derivative with respect to $x$, we cannot do so explicitly, because the terms $y^2$ and $-xy$ are not functions of $x$. But we can treat them as functions of $x$ and differentiate them implicitly, using the chain rule (and the product rule). First consider the term $y^2$. We want to differentiate this with respect to $x$. That is, we want to find $\dfrac{\mathrm{d}}{\mathrm{d}x}\left(y^2\right)$. If we let $y = f(x)$, so that $\dfrac{\mathrm{d}y}{\mathrm{d}x} = f'(x)$, then what we are trying to find is $\dfrac{\mathrm{d}}{\mathrm{d}x}\left(f(x)\right)^2$. According to the chain rule, this would be $2f(x)f'(x)$. Substituting $y$ in place of $f(x)$ and $\dfrac{\mathrm{d}y}{\mathrm{d}x}$ in place of $f'(x)$ we have $$ \begin{align*} \dfrac{\mathrm{d}}{\mathrm{d}x}\left(y^2\right) &= 2f(x)f'(x)\\[8pt] &= 2y\dfrac{\mathrm{d}y}{\mathrm{d}x} \end{align*} $$ We have differentiated $y^2$ with respect to $x$ implicitly. Now consider the term $-xy$. Again let $y = f(x)$. We want to find $\dfrac{\mathrm{d}}{\mathrm{d}x}\left(-xy\right)$, which we can write as $\dfrac{\mathrm{d}}{\mathrm{d}x}\left(-xf(x)\right)$. Using the product rule, we have $\dfrac{\mathrm{d}}{\mathrm{d}x}\left(-xf(x)\right) = -f(x) -xf'(x)$. Substituting $y$ for $f(x)$ and $\dfrac{\mathrm{d}y}{\mathrm{d}x}$ for $f'(x)$ we have found our derivative implicitly. $$ \begin{align*} \frac{\mathrm{d}}{\mathrm{d}x}\left(-xy\right) &= -f(x) -xf'(x) \\[8pt] &= -y-x\frac{\mathrm{d}y}{\mathrm{d}x} \end{align*} $$ The other two terms, $x^2$ and $8$, can be differentiated explicitly. $$ \begin{align*} \frac{\mathrm{d}}{\mathrm{d}x}\left(x^2\right) &= 2x \\[8pt] \frac{\mathrm{d}}{\mathrm{d}x} (8) &= 0 \end{align*} $$ So once every term is differentiated we have $$ \begin{align*} 2x + 2y\frac{\mathrm{d}y}{\mathrm{d}x} -y-x\frac{\mathrm{d}y}{\mathrm{d}x} &= 0 \end{align*} $$ Finally, we can make $\dfrac{\mathrm{d}y}{\mathrm{d}x}$ the subject of the equation. $$ \begin{align*} \frac{\mathrm{d}y}{\mathrm{d}x} &= \frac{2x-y}{y-2x} \end{align*} $$ In general, if we have a function of $y$, but want to differentiate with respect to $x$, we can differentiate it with respect to $y$ then multiply by $\dfrac{\mathrm{d}y}{\mathrm{d}x}$, and that is a reasonable way to understand the implicit differentiation process in the AA HL course. $$ \begin{align*} \dfrac{\mathrm{d}}{\mathrm{d}x}f(y) &= f'(y)\,\dfrac{\mathrm{d}y}{\mathrm{d}x} \end{align*} $$

Economics

How does an increase in net exports shift the AD curve?

Aggregate demand (AD) is the total demand for an economy’s output at a given price level. It has four components: - Consumption (C): household spending on goods and services. - Investment (I): business spending on capital goods and raw materials. - Government spending (G): government purchases of goods and services (not transfers). - Net exports (NX): the value of exports (X) minus the value of imports (M). When any of these components increase, ceteris paribus, AD increases, shown by a rightward shift of the AD curve. For C, I, G, and exports, the relationship is straightforward: more spending on domestic output means higher AD. But it is less obvious why a fall in imports raises AD. Consider this example: If German households buy 5 German cars and 1 Japanese car, German output is 5 cars. Yet firms report sales as 6 cars, so consumption is recorded as the value of 6 cars. To avoid overstating domestic output, the value of the imported car is subtracted. In effect, imports are deducted from C, I, and G to ensure AD reflects demand for domestic production only. This is especially important with imported inputs. If a $\text{\textdollar}$100 belt is recorded as consumption but $\text{\textdollar}$20 of materials were imported, subtracting imports ensures AD reflects the $\text{\textdollar}$80 of domestic value added. Returning to the car example: if next year total car sales stay at 6 but imports fall to zero, consumption is unchanged, but domestic production must have risen from 5 to 6. In this case, households are substituting a domestically produced car for the previously imported one. Thus, lower imports—holding other components constant—mean greater demand for domestic output. In short: - If exports increase, foreign demand for domestic goods rises → AD increases. - If imports decrease (without a fall in C, I, or G), households or firms must be substituting toward domestic goods → AD increases. Therefore, when net exports increase—whether from higher exports or lower imports—aggregate demand increases, and the AD curve shifts to the right.

Physics

What is the gravitational field strength formula?

A gravitational field is a region in space where a mass will experience a gravitational force. The gravitational field strength at a location is defined as the force per unit mass experienced by a small test mass placed at that location. The field strength can be expressed as an equation as follows: $\hspace{3em} g = \dfrac{F}{m}$ Where:\ $\hspace{3em}$ $g$ is the gravitational field strength in units of N kg$^{-1}$\ $\hspace{3em}$ $F$ is the gravitational force experienced by the mass in units of N\ $\hspace{3em}$ $m$ is the mass of the object experiencing the gravitational force in units of kg. Any object with mass will create a gravitational field in the region around it. This field extends an infinite distance away; however, it decreases proportionally with the square of the distance. We can use Newton’s Law of Gravitation to develop the formula for the gravitational field strength at a given distance from an object. The law states that the force of gravity between two masses is directly proportional to the product of the masses and inversely proportional to the square of the distance of the separation of their centres of mass: $\hspace{3em} F_g = G\dfrac{m_1m_2}{r^2}$ Where:\ $\hspace{3em}$ $F_g$ is the force of gravity in units of N \ $\hspace{3em}$ $G$ is the gravitational constant 6.67 x 10$^{-11}$ N m$^2$ kg$^{-2}$\ $\hspace{3em}$ $m_1$ and $m_2$ are the masses of the two objects in units of kg\ $\hspace{3em}$ $r$ is the separation of their centers of mass in m. We can substitute this equation for gravitational force into the first question for gravitational field to derive a new equation $\hspace{3em} g = \dfrac{F}{m}$ $\hspace{3em} g = \dfrac{G\dfrac{m_1m_2}{r^2}}{m}$ $\hspace{3em} g = \dfrac{Gm_1}{r^2}$ This formula gives the gravitational field strength at a distance $r$ from a the centre of a mass $m_1$ . This mass is normally a planet, star or moon.

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