> None of these topics (calculus, complex analysis, and trigonometry) require prior knowledge about specifically, so why bring it up using compound interest?
This seems like kind of a silly question. The reason is that e is usually introduced before you learn about calculus. You might learn about complex numbers before e, but not in any way that would make "e^i*pi = -1" understandable or even interesting. And you'll certainly learn about e before learning what it means for a function to be periodic in the complex plane.
The reason to start with compound interest isn't that these other topics require prior knowledge of e, it's that they require prior knowledge of those topics. The compound interest explanation doesn't require prior knowledge of anything, because you can build it from the ground up in explaining the concept of compound interest and exponential growth. It's also an explanation with obvious practical relevance. There's still a bit of a leap of faith in assuming anyone will find it interesting that that limit converges to this one particular number, but it's a smaller leap than is required to get people to care about anything involving complex numbers.
Probably the most important thing about the interest introduction is that its computable by hand. You can see the value "converge" in a few approximations
> why is compound interest divided linearly even though the growth is exponential?
Because calculus (with real numbers) is usually covered before complex numbers are introduced in a standard course of study, and the default now is to introduce e and trig functions early so we can talk about their derivatives as soon as we cover the concept of a derivative (this is called "early transcendentals"). So students have covered limits and summation fairly early in their post-graduate education, and complex numbers come later (or not at all, depending on their major). So it is easiest to introduce e as the concept of a limit. Sums are much easier to calculate with uniform interval widths. In real life we also do this- we update bank accounts with updates occurring regularly in time (like a batch job running at midnight every night, or at the end of every week, etc.). So the concept of dividing this update inteval into ever-smaller pieces but keeping the intervals uniformly spaced, is directly applicable to how this is applied in this real-world application.
The fact that compounded interest is the most common illustration is because it is one of the few things that almost every college student will come across in real life, so it is a good example. Even if many students don't care about the value of e, it is a great practical lesson that if you are comparing interest rates you need to use a common time base or you might be misled, which is why we require banks to tell you the APY.
Hardly anyone except mathematicians, physicists, and electrical engineers will care about complex exponentials. They are beautiful but not intuitive to many young students. As a side note, there is a style of education that introduces transcendental functions after the fundamental calculus has been covered (and therefore might be appropriate for defining e as the number satisfying d/dx e^x = e^x). This is not standard in the USA anymore, but the "late transcendentals" is a pedagogical approach that is used in some parts of the world.
In the U.S., by the time a student starts calculus they will usually have already worked with complex numbers in the context of elementary algebra. It's true, though, that this won't necessarily have included complex exponentiation.
I'm a calculus teacher (at the moment, as I also teach probability and statistics some semesters). Students are aware of the existence of complex numbers from algebra, in the sense that teachers mention that there are guaranteed to be a fixed number of roots of a polynomial, but these roots might be repeated or complex. They hardly do anything with complex numbers outside this, and do not have enough treatment to define e in such a way.
In fact, it is practically assumed that elementary algebra students have not worked with complex numbers to the extent necessary to understand complex exponentials, due to the fact that complex exponentials are not algebraic.
I’m aware my son is an outlier, but I’m rather proud of his working out the square root(s) of i without even having algebra yet (he’s in fifth grade). Last year I taught him how to solve simple linear equations (ax + b = c) and expanded that to ax + b = cx + d, but he’s been mostly an autodidact with his advanced math (consulting youtube videos and books from the library).
But yeah, there seems not to be a lot of assumption of familiarity with complex numbers beyond the basics of their existence and maybe some simple arithmetic on numbers in the form a + bi which other than i² = −1 is just following the usual rules for polynomial arithmetic. I was surprised at how much basic content on complex numbers was included in the first chapter of my graduate text on complex analysis.
The answer is because of how much (or little) background is needed to understand each concept.
For example people don't develop intuition into what an exponential with a complex power should be until after have been introduced to it through power series. But understanding why those power series mean what they mean requires understanding the power series for e^x. Which means that they need to already understand e. Therefore you need to introduce e before you introduce exponentials with complex powers - you can't do it the other way.
That said, you will occasionally encounter mathematicians who advocate for teaching about e by first demonstrating that 1/x has an integral, calling its integral ln(x), then demonstrating that the inverse function to ln(x) is an exponential function and calling it e^x. The argument for this order of presentation is that we can present every step of this with mathematical rigor. The argument against this order of presentation is that students find it very confusing. And very few students will ever notice the logical gaps in the usual presentation.
The goal isn't to teach how compound interest works in practice at banks.
Students are well aware that the real world analogies presented in math books are overly simplified and imperfect long before they are introduced to Euler's number. Adults on the other hand, long out of secondary school, seem to have forgotten.
A lot of the commentary suggests that this motivation for e in terms of continuously compounded interest is introduced for misguidedly contrived pedagogical reasons. But this is historically the way e was first discovered. e was first discovered precisely through Jacob Bernoulli wanting to understand continuously compounded interest.
Of course, the arithmetic laws of exponential growth of money are exactly the same as the arithmetic laws of exponential growth of anything else. And there is no reason that, just because a topic is historically discovered in some fashion, that must be the way it is taught, or even is a good way to teach it.
But it's not some made up conceit by teachers to connect e and continuously compounded interest. That is historically how e came to be investigated.
FWIW my school introduced e as a base of natural logarithms with “it’s a special number, don’t worry about it. Good thing: your calculator knows them, too” and for a while we all thought that “natural” somehow related to being calculator-friendly.
Then later we got introduction to e in terms of derivatives and complex numbers. However, compound interest was never used for exploration, and I only got introduced to the it’s connection to e and as an explanation for what e is late in my thirties.
> Because of this, banks have to publish the interest rate, compound interval, and annual percentage yield separately.
No, the way a subject is trough in school is not the reason banks have to publish all those numbers.
That a look at all the different ways accountant calculate compound interest, and you will see the reason. Anyway, when was the last time banks united to make some rule to make it easier for laypeople to understand what they do?
Yep. I work in finance. There are a ton of things like this that are just convention. Like treasury bonds being priced in 1/32nd increments. It probably made sense at the beginning, doesn’t now, but the whole market is built around the convention so we’re stuck with it.
Regulation is the other reason. APR is required to be rate-per-period * period-per-year while also accounting for fees. But APY is rate-per-period compounded over a year. These have more to do with the grifts and bubbles that gave birth to the regulations. Again, it made sense at the time and now we’re kind of stuck with it. Not the best standard but better than no standard.
The compound-interest intro to e (the value of 1 dollar compounded continuously for a year at 100% interest), to me, has several useful advantages over different introductions that are more mathematically rich:
- It's elementary to the point that you can introduce it whenever you want.
- It automatically gives a sense of scale: larger than 2, but not by a lot.
- At least to me, it confers some sense of importance. You can get the sense that this number e has some deep connection to infinity and infinitesimal change and deserves further study even if you haven't seen calculus before.
- It directly suggests a way of calculating e, which "the base of the exponential function with derivative equal to itself" doesn't suggest as cleanly.
I don't know of any calculus course that relies on this definition for much: that's not its purpose. The goal is just to give students a fairly natural introduction to the constant before you show that e^x and ln x have their own unique properties that will be more useful for further manipulation.
> This has nothing to do with e and is satified by 2^x or any a^x, so this wouldn't work for introducing e in particular.
You need to impose f'(0) = 1. (If you want to be really technical, also at least some regularity condition, I'll be honest, I don't remember what's the minimal one, let's say continuity)
I imagine G.H. Hardy might be like: e is the unique base of a logarithm function, ln(n), so so that the average distance between prime numbers less than n, converges proportionally towards ln(n) - the ratio between ln(n) and the actual average distance between primes < n converges to 1 as n goes to infinity.
To me it was only when we got to radioactive decay in physics it clicked to me why the particular "e" was special and useful. Background: exp(x) was introduced as the inverse to log(x), defined as the area under 1/x etc. It was already in 1st high school year (before integrals had been introduced!). We showed how you could express other bases as e^(ax) but you could have done that with any other base, so nothing special about e. In calculus we later learned that exp'(x) = exp(x). This made it clear it was special - but not why it was useful.
The clear usefulness appeared in the case of radioactive decay. We first learned about half-life, and clearly you can write the decay function as N(t) = N0 * 0.5^(at) with 1/a being the half-life. But we then learned that the decay values in the data book are often not the half-life but this special "k" that you put in a decay equation that has e as the: N(t) = N0 * e^(-kx). My reaction was: why did they pick e here? Why not just use 0.5 as base and the book would list the half-life? But then we got to the kicker: we learned the formula: Activity = -k*N, meaning that the activity (decays/time-unit) is proportional to the amount of material with k being the proportionality constant. We hadn't learned of differential equations yet and I was confused about what k was, having first seen it in the decay equation and now in the activity equation which were seemingly very different... how on earth could the same number work in both capacities. And I read a bit ahead in the math book and it all made sense. And then I understood it was because of e as the base that the constant k got this property - which it would only get in that particular base. So this showed to me how e was special, allowing the same constant to serve in these two capacities.
Give me a better way to start. Every other option means introducing something else that because of abstraction won't even make sense until you work with it for a few years.
Everybody knows the way we teach math is broken but everybody also knows the way we teach math must not be touched. Ever. The curriculum attained perfection in the 20th century and anyone who proposes changing it is at least an idiot and possibly a heretic.
I don't entirely know how to square those two things either, but the evidence is pretty strong.
Don't forget that most people don't even have enough math background to understand why those who do want better teaching. Most of those people don't really need better math for their life, so it is hard to explain why their kids would be better off knowing something they don't need.
Meanwhile there are less good jobs that can get by without the advance math that needs better teaching all the time.
> …so it is hard to explain why their kids would be better off knowing something they don't need.
Math is full of extremely useful concepts that aren’t otherwise obvious. To me, it’s less about “I’m going to need to use this equation” and more about “This is a pattern I will encounter throughout the world.”
I'm not sure if the common core curriculum that came about in 2010 is proving you right or wrong, given the vehement "that's not mah math!" response that it got from the public.
> why is compound interest divided linearly even though the growth is exponential?
I wish I knew. But all my "answers" are cynical statements about how all these are parts of a (social technological) scheme to enable exploitation such that the exploited don't understand what's happening to them.
or else euler's famous exponential numerical value is somehow directly correlated with gravitational constant (I say this due to my personal understanding of the nature of time and reality; which in academic terms translates into "but I'm an unaccredited crank")
> None of these topics (calculus, complex analysis, and trigonometry) require prior knowledge about specifically, so why bring it up using compound interest?
This seems like kind of a silly question. The reason is that e is usually introduced before you learn about calculus. You might learn about complex numbers before e, but not in any way that would make "e^i*pi = -1" understandable or even interesting. And you'll certainly learn about e before learning what it means for a function to be periodic in the complex plane.
The reason to start with compound interest isn't that these other topics require prior knowledge of e, it's that they require prior knowledge of those topics. The compound interest explanation doesn't require prior knowledge of anything, because you can build it from the ground up in explaining the concept of compound interest and exponential growth. It's also an explanation with obvious practical relevance. There's still a bit of a leap of faith in assuming anyone will find it interesting that that limit converges to this one particular number, but it's a smaller leap than is required to get people to care about anything involving complex numbers.
Probably the most important thing about the interest introduction is that its computable by hand. You can see the value "converge" in a few approximations
> why is compound interest divided linearly even though the growth is exponential?
Because calculus (with real numbers) is usually covered before complex numbers are introduced in a standard course of study, and the default now is to introduce e and trig functions early so we can talk about their derivatives as soon as we cover the concept of a derivative (this is called "early transcendentals"). So students have covered limits and summation fairly early in their post-graduate education, and complex numbers come later (or not at all, depending on their major). So it is easiest to introduce e as the concept of a limit. Sums are much easier to calculate with uniform interval widths. In real life we also do this- we update bank accounts with updates occurring regularly in time (like a batch job running at midnight every night, or at the end of every week, etc.). So the concept of dividing this update inteval into ever-smaller pieces but keeping the intervals uniformly spaced, is directly applicable to how this is applied in this real-world application.
The fact that compounded interest is the most common illustration is because it is one of the few things that almost every college student will come across in real life, so it is a good example. Even if many students don't care about the value of e, it is a great practical lesson that if you are comparing interest rates you need to use a common time base or you might be misled, which is why we require banks to tell you the APY.
Hardly anyone except mathematicians, physicists, and electrical engineers will care about complex exponentials. They are beautiful but not intuitive to many young students. As a side note, there is a style of education that introduces transcendental functions after the fundamental calculus has been covered (and therefore might be appropriate for defining e as the number satisfying d/dx e^x = e^x). This is not standard in the USA anymore, but the "late transcendentals" is a pedagogical approach that is used in some parts of the world.
In the U.S., by the time a student starts calculus they will usually have already worked with complex numbers in the context of elementary algebra. It's true, though, that this won't necessarily have included complex exponentiation.
I'm a calculus teacher (at the moment, as I also teach probability and statistics some semesters). Students are aware of the existence of complex numbers from algebra, in the sense that teachers mention that there are guaranteed to be a fixed number of roots of a polynomial, but these roots might be repeated or complex. They hardly do anything with complex numbers outside this, and do not have enough treatment to define e in such a way.
In fact, it is practically assumed that elementary algebra students have not worked with complex numbers to the extent necessary to understand complex exponentials, due to the fact that complex exponentials are not algebraic.
I’m aware my son is an outlier, but I’m rather proud of his working out the square root(s) of i without even having algebra yet (he’s in fifth grade). Last year I taught him how to solve simple linear equations (ax + b = c) and expanded that to ax + b = cx + d, but he’s been mostly an autodidact with his advanced math (consulting youtube videos and books from the library).
But yeah, there seems not to be a lot of assumption of familiarity with complex numbers beyond the basics of their existence and maybe some simple arithmetic on numbers in the form a + bi which other than i² = −1 is just following the usual rules for polynomial arithmetic. I was surprised at how much basic content on complex numbers was included in the first chapter of my graduate text on complex analysis.
The answer is because of how much (or little) background is needed to understand each concept.
For example people don't develop intuition into what an exponential with a complex power should be until after have been introduced to it through power series. But understanding why those power series mean what they mean requires understanding the power series for e^x. Which means that they need to already understand e. Therefore you need to introduce e before you introduce exponentials with complex powers - you can't do it the other way.
That said, you will occasionally encounter mathematicians who advocate for teaching about e by first demonstrating that 1/x has an integral, calling its integral ln(x), then demonstrating that the inverse function to ln(x) is an exponential function and calling it e^x. The argument for this order of presentation is that we can present every step of this with mathematical rigor. The argument against this order of presentation is that students find it very confusing. And very few students will ever notice the logical gaps in the usual presentation.
The goal isn't to teach how compound interest works in practice at banks.
Students are well aware that the real world analogies presented in math books are overly simplified and imperfect long before they are introduced to Euler's number. Adults on the other hand, long out of secondary school, seem to have forgotten.
A lot of the commentary suggests that this motivation for e in terms of continuously compounded interest is introduced for misguidedly contrived pedagogical reasons. But this is historically the way e was first discovered. e was first discovered precisely through Jacob Bernoulli wanting to understand continuously compounded interest.
Of course, the arithmetic laws of exponential growth of money are exactly the same as the arithmetic laws of exponential growth of anything else. And there is no reason that, just because a topic is historically discovered in some fashion, that must be the way it is taught, or even is a good way to teach it.
But it's not some made up conceit by teachers to connect e and continuously compounded interest. That is historically how e came to be investigated.
As with many "we should explain core math things better," there is a 3Blue1Brown explainer that attempts to give intuition for e:
https://www.3blue1brown.com/lessons/eulers-number
As suggested by the OP, it approaches the problem from the angle of showing that e^x is the only function that is its own derivative.
There is also a follow up explainer giving intuition for e^ix as being about modeling rotations.
https://www.3blue1brown.com/lessons/eulers-formula-dynamical...
FWIW my school introduced e as a base of natural logarithms with “it’s a special number, don’t worry about it. Good thing: your calculator knows them, too” and for a while we all thought that “natural” somehow related to being calculator-friendly.
Then later we got introduction to e in terms of derivatives and complex numbers. However, compound interest was never used for exploration, and I only got introduced to the it’s connection to e and as an explanation for what e is late in my thirties.
> Because of this, banks have to publish the interest rate, compound interval, and annual percentage yield separately.
No, the way a subject is trough in school is not the reason banks have to publish all those numbers.
That a look at all the different ways accountant calculate compound interest, and you will see the reason. Anyway, when was the last time banks united to make some rule to make it easier for laypeople to understand what they do?
Yep. I work in finance. There are a ton of things like this that are just convention. Like treasury bonds being priced in 1/32nd increments. It probably made sense at the beginning, doesn’t now, but the whole market is built around the convention so we’re stuck with it.
Regulation is the other reason. APR is required to be rate-per-period * period-per-year while also accounting for fees. But APY is rate-per-period compounded over a year. These have more to do with the grifts and bubbles that gave birth to the regulations. Again, it made sense at the time and now we’re kind of stuck with it. Not the best standard but better than no standard.
The compound-interest intro to e (the value of 1 dollar compounded continuously for a year at 100% interest), to me, has several useful advantages over different introductions that are more mathematically rich:
- It's elementary to the point that you can introduce it whenever you want.
- It automatically gives a sense of scale: larger than 2, but not by a lot.
- At least to me, it confers some sense of importance. You can get the sense that this number e has some deep connection to infinity and infinitesimal change and deserves further study even if you haven't seen calculus before.
- It directly suggests a way of calculating e, which "the base of the exponential function with derivative equal to itself" doesn't suggest as cleanly.
I don't know of any calculus course that relies on this definition for much: that's not its purpose. The goal is just to give students a fairly natural introduction to the constant before you show that e^x and ln x have their own unique properties that will be more useful for further manipulation.
Is that really how the exponential function is introduced? The most common ones as far as I know are:
- "The Classic": There exists a unique function equal to its own derivative up to a constant.
- "I can't bothered with this": Have a series. It's obviously absolutely convergent. kthxbye.
- "My name is Hardy, G.H. Hardy.": A unique function satisfies exp(x+y) = exp(x)exp(y).
> - "My name is Hardy, G.H. Hardy.": A unique function satisfies exp(x+y) = exp(x)exp(y).
This has nothing to do with e and is satified by 2^x or any a^x, so this wouldn't work for introducing e in particular.
- "The Classic": There exists a unique function equal to its own derivative up to a constant.
Same for this, but if you fix the constant to be 1, then e^x is the only one that works.
I will give the series works too.
> This has nothing to do with e and is satified by 2^x or any a^x, so this wouldn't work for introducing e in particular.
You need to impose f'(0) = 1. (If you want to be really technical, also at least some regularity condition, I'll be honest, I don't remember what's the minimal one, let's say continuity)
> Same for this
I did say up to a constant.
I imagine G.H. Hardy might be like: e is the unique base of a logarithm function, ln(n), so so that the average distance between prime numbers less than n, converges proportionally towards ln(n) - the ratio between ln(n) and the actual average distance between primes < n converges to 1 as n goes to infinity.
To me it was only when we got to radioactive decay in physics it clicked to me why the particular "e" was special and useful. Background: exp(x) was introduced as the inverse to log(x), defined as the area under 1/x etc. It was already in 1st high school year (before integrals had been introduced!). We showed how you could express other bases as e^(ax) but you could have done that with any other base, so nothing special about e. In calculus we later learned that exp'(x) = exp(x). This made it clear it was special - but not why it was useful.
The clear usefulness appeared in the case of radioactive decay. We first learned about half-life, and clearly you can write the decay function as N(t) = N0 * 0.5^(at) with 1/a being the half-life. But we then learned that the decay values in the data book are often not the half-life but this special "k" that you put in a decay equation that has e as the: N(t) = N0 * e^(-kx). My reaction was: why did they pick e here? Why not just use 0.5 as base and the book would list the half-life? But then we got to the kicker: we learned the formula: Activity = -k*N, meaning that the activity (decays/time-unit) is proportional to the amount of material with k being the proportionality constant. We hadn't learned of differential equations yet and I was confused about what k was, having first seen it in the decay equation and now in the activity equation which were seemingly very different... how on earth could the same number work in both capacities. And I read a bit ahead in the math book and it all made sense. And then I understood it was because of e as the base that the constant k got this property - which it would only get in that particular base. So this showed to me how e was special, allowing the same constant to serve in these two capacities.
Give me a better way to start. Every other option means introducing something else that because of abstraction won't even make sense until you work with it for a few years.
Everybody knows the way we teach math is broken but everybody also knows the way we teach math must not be touched. Ever. The curriculum attained perfection in the 20th century and anyone who proposes changing it is at least an idiot and possibly a heretic.
I don't entirely know how to square those two things either, but the evidence is pretty strong.
Don't forget that most people don't even have enough math background to understand why those who do want better teaching. Most of those people don't really need better math for their life, so it is hard to explain why their kids would be better off knowing something they don't need.
Meanwhile there are less good jobs that can get by without the advance math that needs better teaching all the time.
> …so it is hard to explain why their kids would be better off knowing something they don't need.
Math is full of extremely useful concepts that aren’t otherwise obvious. To me, it’s less about “I’m going to need to use this equation” and more about “This is a pattern I will encounter throughout the world.”
I'm not sure if the common core curriculum that came about in 2010 is proving you right or wrong, given the vehement "that's not mah math!" response that it got from the public.
But it's still the adopted standard in the majority of the US. https://en.wikipedia.org/wiki/Common_Core_implementation_by_...
As I recall, in my calculus class it went like this:
ln(x) (+ a constant) was defined as the integral of 1/x.
Then we proved than ln(x) was a logarithm to some base.
Then e was defined as the base of that function.
Nobody ever said anything about compoun interest.
> why is compound interest divided linearly even though the growth is exponential?
I wish I knew. But all my "answers" are cynical statements about how all these are parts of a (social technological) scheme to enable exploitation such that the exploited don't understand what's happening to them.
or else euler's famous exponential numerical value is somehow directly correlated with gravitational constant (I say this due to my personal understanding of the nature of time and reality; which in academic terms translates into "but I'm an unaccredited crank")
Uhhh, maybe I am missing something here, but: why not?