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I liked the first math thread, but that hit the bump limit so I'm making another one.

Here is a neat tool posted in the previous thread that shows you how to do geometry the way the greeks did.

https://sciencevsmagic.net/geo/

Here are a series of MIT OCW courses that will help you learn calculus:

https://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/

https://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/

Full MIT OCW Mathematics catalog:

https://ocw.mit.edu/courses/mathematics/

Attached is the a Numberphile video about the seven bridges of Königsberg because I dunno what else to attach to this OP.

179 posts and 40 image replies omitted. Click reply to view.Here is a neat tool posted in the previous thread that shows you how to do geometry the way the greeks did.

https://sciencevsmagic.net/geo/

Here are a series of MIT OCW courses that will help you learn calculus:

https://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/

https://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/

Full MIT OCW Mathematics catalog:

https://ocw.mit.edu/courses/mathematics/

Attached is the a Numberphile video about the seven bridges of Königsberg because I dunno what else to attach to this OP.

>>47020

Huh. Took intro online courses on math and physics when finishing high school too, which rehashed all the school program and started the first year university topics. And a programming course. The website was a local startup and they were offering these for free at the time. Attended the university for three semesters too, also got lost and dropped out. I think the mage who wrote against the course advice meant that this medium ties you to itself, and after that year and a half you can't find your own way, expecting more info to appear in the same format. From the university programming classes, I understood that just like online, the staff lectures and exercises leave you with a very incomplete, barely comprehensible version of what they're supposed to teach, while saying fuck em and reading textbooks and open source made these classes the only where I succeeded, along with English. Unfortunately in the math I wasn't that interested, didn't do this and screwed up.

Huh. Took intro online courses on math and physics when finishing high school too, which rehashed all the school program and started the first year university topics. And a programming course. The website was a local startup and they were offering these for free at the time. Attended the university for three semesters too, also got lost and dropped out. I think the mage who wrote against the course advice meant that this medium ties you to itself, and after that year and a half you can't find your own way, expecting more info to appear in the same format. From the university programming classes, I understood that just like online, the staff lectures and exercises leave you with a very incomplete, barely comprehensible version of what they're supposed to teach, while saying fuck em and reading textbooks and open source made these classes the only where I succeeded, along with English. Unfortunately in the math I wasn't that interested, didn't do this and screwed up.

What kind of career path can you expect with a Mathematics degree (from a reputable UK University)? Is it even worth getting a degree?

>>47029

If you stop at a bachelor degree there isn't much. Some finance banking shit. Add some physics and there's meteorology. High school teaching if you add some teaching certificate (not sure how UK does it). A lot of people learn programming but most mathematics is not really applicable

If you stop at a bachelor degree there isn't much. Some finance banking shit. Add some physics and there's meteorology. High school teaching if you add some teaching certificate (not sure how UK does it). A lot of people learn programming but most mathematics is not really applicable

>>47031

AI/machine learning is very hot right now but you need computer science knowledge with it, and it is mostly stats

AI/machine learning is very hot right now but you need computer science knowledge with it, and it is mostly stats

>>30555

if you understand math at a high level its just kinda comfy to see what is happening. thats how it works for me anyway

if you understand math at a high level its just kinda comfy to see what is happening. thats how it works for me anyway

Any other wizzies working through Spivak's calculus at the moment? Would be nice to discuss things every now and then to bolster motivation if I ever get lazy.

Not that I intend on relying on others, just figured it would add to the fun. Trying to do all the problems unless it is explicitly mentioned in the text that I should probably wait for some.

I'm taking a regular non-proof based single variable calculus course at community college as well as basic stats, but obviously that's not too difficult or time consuming to prevent me from doing other things.

Not that I intend on relying on others, just figured it would add to the fun. Trying to do all the problems unless it is explicitly mentioned in the text that I should probably wait for some.

I'm taking a regular non-proof based single variable calculus course at community college as well as basic stats, but obviously that's not too difficult or time consuming to prevent me from doing other things.

>>47557

As long as you apply it then you can make a good living doing pretty much anything. Learn how to program well and learn a particular domain that you are interested in applying mathematics to or that relies on mathematics.

As long as you apply it then you can make a good living doing pretty much anything. Learn how to program well and learn a particular domain that you are interested in applying mathematics to or that relies on mathematics.

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How about we try solving some Putnam problems and post our solutions?

Has anyone went through the book "How to Prove It: A Structured Approach"? I'm teaching myself how to solve proof's and I could barely get through the introduction. I don't know if I'm dumb or if this is expected when getting into proofs. Has anyone had a similar experience?

File: 1578667869958.png (1.15 MB, 1239x1758, 413:586, mathematics is not worthwh….png) ImgOps iqdb

>>30554

Is Ted Kaczynski right about math not being a worthwhile activity?

Is Ted Kaczynski right about math not being a worthwhile activity?

>>51641

kaczynski has never been right about anything in his whole wretched life.

kaczynski has never been right about anything in his whole wretched life.

>>51641

That sounds very mundane and… immature for a "genius".

That sounds very mundane and… immature for a "genius".

>>51641

This reminds me of a wikipedia article I read on mathematic aesthetics https://en.wikipedia.org/wiki/Mathematical_beauty

Apparently most mathematicians like math for the minimalist, raw beauty of formula's and numbers.

This reminds me of a wikipedia article I read on mathematic aesthetics https://en.wikipedia.org/wiki/Mathematical_beauty

Apparently most mathematicians like math for the minimalist, raw beauty of formula's and numbers.

>>51635

I'm this poster. I decided to drop the book since it was going to slow and I'm going to jump right into Rosenburg's Discrete Mathematics and It's Applications. Skimming through the pages and comparing them to How to prove it, they are teaching the same things, just more in depth, which is how I prefer it. I might go back to how to prove it later for more practice but It's unlikely because of time constraints and because I'm mainly studying them to get a better grasp on Introduction to Algorithm's. If I can adequately understand Algorithm's then I will focus more on that than any unnecessarily higher level of math needed for the goal of improving my programming.

I'm this poster. I decided to drop the book since it was going to slow and I'm going to jump right into Rosenburg's Discrete Mathematics and It's Applications. Skimming through the pages and comparing them to How to prove it, they are teaching the same things, just more in depth, which is how I prefer it. I might go back to how to prove it later for more practice but It's unlikely because of time constraints and because I'm mainly studying them to get a better grasp on Introduction to Algorithm's. If I can adequately understand Algorithm's then I will focus more on that than any unnecessarily higher level of math needed for the goal of improving my programming.

>47557

I'm working through spivak very very slowly (usually I do one big burst for an entire week and then forget about it for a month), so far I'm on chapter 3 after 3 months. The problems are very difficult, the average amount of time it takes for me to finish a single problem is ~30-45m, some taking an entire day to figure out. Like many math books, I found that somehow applying the solution to the last problem often helps a lot, and the biggest issue is usually trying to understand what the question is asking you rather than trying to prove something (when you don't even know what to prove).

I'm working through spivak very very slowly (usually I do one big burst for an entire week and then forget about it for a month), so far I'm on chapter 3 after 3 months. The problems are very difficult, the average amount of time it takes for me to finish a single problem is ~30-45m, some taking an entire day to figure out. Like many math books, I found that somehow applying the solution to the last problem often helps a lot, and the biggest issue is usually trying to understand what the question is asking you rather than trying to prove something (when you don't even know what to prove).

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Let's discuss Max Tegmark. Did anyone know him before they read my post? The most important thing I would like to talk about is one postulate that goes like this: "all mathematically consistent structures exist in reality." This statement follows from the principle that the universe is entirely composed, "woven" from mathematics. Now, I have a question. Does this mean that somewhere there must be a universe in which an exact copy of me was lucky enough to live in a virtual reality with full immersion, in which the world perfectly adapts to the needs of each user? In the film Matrix, the virtual reality was the same for all people, but I'm talking about a private and individual, one that was created only for my copy. Because why not? Imagine what will be possible in a thousand years. I'm sure that computers and AI will be so advanced that everyone will be able to leave this world for the sake of diving into a simulation in which they will get everything they want. I even think that people from birth will immediately connect to the simulation, because this shitty real world will not be needed by anyone.

Generally speaking, does this mean that there are all sorts of universes that can only be imagined? I do not quite understand what do you mean "consistent". Contrary to what? After all, in another universe, there may be other mathematics that will not be comparable to our own, then what is it about? This is a really interesting point. I first started talking about virtual reality and my copy, because I am very dissatisfied with my life and would like to know if my second self (or third, or fourth, or fifth) exists in another world that gets everything it wants.

I came here because I don't understand mathematics at all, and I need the opinion of someone who has a deep understanding of the subject and can tell me how right Max Tegmark is.

Generally speaking, does this mean that there are all sorts of universes that can only be imagined? I do not quite understand what do you mean "consistent". Contrary to what? After all, in another universe, there may be other mathematics that will not be comparable to our own, then what is it about? This is a really interesting point. I first started talking about virtual reality and my copy, because I am very dissatisfied with my life and would like to know if my second self (or third, or fourth, or fifth) exists in another world that gets everything it wants.

I came here because I don't understand mathematics at all, and I need the opinion of someone who has a deep understanding of the subject and can tell me how right Max Tegmark is.

How many here tried to study mathematics at uni and failed out? Count me in, I wonder who else went through the same experience.

It was just too intellectually hard for me personally.

It was just too intellectually hard for me personally.

>>51907

STEM in university, at least at the undergrad level, is all about doing problem sets over and over again until the process of solving them becomes automatic and ingrained. The assignments and exams tend to be recycled from year to year with minor variations, so if you can confidently solve all previous problem sets, you will very likely do well on the course.

STEM in university, at least at the undergrad level, is all about doing problem sets over and over again until the process of solving them becomes automatic and ingrained. The assignments and exams tend to be recycled from year to year with minor variations, so if you can confidently solve all previous problem sets, you will very likely do well on the course.

>>51898

https://www.youtube.com/watch?v=-RXyzNWOf_Y

I think a major issue when it comes to "pop math" is the assertion that the universe is based from mathematics, rather, it's predominantly the other way around. We've taken reality as an inspiration for conjectures, theorems and sub fields. Euclidean geometry arose from observations of the real world, where you can consider geometric objects as being a set of points within a vector space having 3 orthonormal bases. From there came Euclid's postulates, and we discovered that the parallel postulate doesn't actually hold in spherical/hyperbolic geometries (like Earth) somewhat recently (it took Gauss, arguably the smartest mathematician in history, to figure it out). The need for calculus arose mainly because physicists wanted to explore the notion of instantaneous rates of change. Likewise Hilbert spaces (generalizations for euclidean spaces) were developed so that QM could work. Formulae like e^pi*i, for example, are more a consequence of notation rather than some fundamental property. Like 3blue1brown explains in the video, a substantial amount of mathematics is a consequence of reality, and there isn't much of a point to theorems that aren't useful (of course many "useless" ideas become incredibly useful in the future, like graph theory).

https://www.youtube.com/watch?v=-RXyzNWOf_Y

I think a major issue when it comes to "pop math" is the assertion that the universe is based from mathematics, rather, it's predominantly the other way around. We've taken reality as an inspiration for conjectures, theorems and sub fields. Euclidean geometry arose from observations of the real world, where you can consider geometric objects as being a set of points within a vector space having 3 orthonormal bases. From there came Euclid's postulates, and we discovered that the parallel postulate doesn't actually hold in spherical/hyperbolic geometries (like Earth) somewhat recently (it took Gauss, arguably the smartest mathematician in history, to figure it out). The need for calculus arose mainly because physicists wanted to explore the notion of instantaneous rates of change. Likewise Hilbert spaces (generalizations for euclidean spaces) were developed so that QM could work. Formulae like e^pi*i, for example, are more a consequence of notation rather than some fundamental property. Like 3blue1brown explains in the video, a substantial amount of mathematics is a consequence of reality, and there isn't much of a point to theorems that aren't useful (of course many "useless" ideas become incredibly useful in the future, like graph theory).

>>51911

Perhaps but the amount and difficulty of these problem sets/past exams were too hard for me to overcome(topology and number theory kicked my ass).

Why argue about this though?

Perhaps but the amount and difficulty of these problem sets/past exams were too hard for me to overcome(topology and number theory kicked my ass).

Why argue about this though?

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>>47018

Damn, am I dumb. Even the first chapter of "Basic Mathematics" is too complicated for me. I'll have to start relearning arithmetic because I don't remember how negative numbers work nor how to multiply effectively, seeing as I just use a calculator for everything these days. According to Khan academy that material is pre high school level. Looks like I have a long way to go.

Damn, am I dumb. Even the first chapter of "Basic Mathematics" is too complicated for me. I'll have to start relearning arithmetic because I don't remember how negative numbers work nor how to multiply effectively, seeing as I just use a calculator for everything these days. According to Khan academy that material is pre high school level. Looks like I have a long way to go.

I accidentally came across the following statement in one of the encyclopedias, but the proof was not there: adepts of abstract algebra can prove that 2+2=1. Can someone explain to me how this happens?

>>52243

I don’t know about 2+2=1, but I’ve seen some for 1=2 and other such stuff. Usually things like these come down to disguising an error mathematical logic. For example disguising a division by zero by using variables, or applying both a 2nd power and square root to a negative value and assuming it comes out unchanged.

I don’t know about 2+2=1, but I’ve seen some for 1=2 and other such stuff. Usually things like these come down to disguising an error mathematical logic. For example disguising a division by zero by using variables, or applying both a 2nd power and square root to a negative value and assuming it comes out unchanged.

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I'm trying some competition papers online, the first question is pic related. The answer says that f(x)=1 for all x in Q>0 (aka f[x] = x^0), but surely that's not right? Can't f(x) also be √x? That leaves x√y = x√y, unless I'm missing something.

>>52294

It can't be √x because the values of f(x) should be rational.

It can't be √x because the values of f(x) should be rational.

>>30562

I took an undergrad graph theory course last semester and absolutely loved it! I think I want to do research projects in the topic to consider whether I'm fit for it at grad school. We followed Introduction to graph theory by Douglas West in class, it's an amazing book. You can also check out Reinhard Diestel's book, it's also nice.

I took an undergrad graph theory course last semester and absolutely loved it! I think I want to do research projects in the topic to consider whether I'm fit for it at grad school. We followed Introduction to graph theory by Douglas West in class, it's an amazing book. You can also check out Reinhard Diestel's book, it's also nice.

>>52294

Oh this was an IMO problem: https://www.imo-official.org/problems/IMO2018SL.pdf

Pretty neat solution and relatively easy to follow. I would have never been able to come up with that myself though, and considering it's an IMO problem I doubt you should get frustrated if you overlook something.

Oh this was an IMO problem: https://www.imo-official.org/problems/IMO2018SL.pdf

Pretty neat solution and relatively easy to follow. I would have never been able to come up with that myself though, and considering it's an IMO problem I doubt you should get frustrated if you overlook something.

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>>47015

i hope to read them one day.

i hope to read them one day.

>>54176

Challenge accepted.

Seriously though, thumbed through Bourbaki and seems pretty decent. I might read it.

I can't imagine who in his right mind would read principia though. It looks like it was written for a computer (it kinda was). Perhaps one could reframe the whole work to be input to Coq or something like that. Of course imstead of sets it would require Type theory, which would be an improvement as a matter of course.

Makes me wonder about the nature of such work. Is it to be read by humans? Or perhaps only incidentally the way a computer program is?

Challenge accepted.

Seriously though, thumbed through Bourbaki and seems pretty decent. I might read it.

I can't imagine who in his right mind would read principia though. It looks like it was written for a computer (it kinda was). Perhaps one could reframe the whole work to be input to Coq or something like that. Of course imstead of sets it would require Type theory, which would be an improvement as a matter of course.

Makes me wonder about the nature of such work. Is it to be read by humans? Or perhaps only incidentally the way a computer program is?

>>52849

Hey, Vsauce. Michael here.

Skeletons are scary and spooky, but you know what else is? Niggers.

According to the U.S Justice Department, in 2006, 32,443 succubi of Caucasian origin were raped by men of African origin.

That same year, the number of African American succubi raped by Caucasian men… was… zero.

In fact, 90% of all interracial crimes in the U.S. are committed by blacks… against whites…

So what if all blacks were to… suddenly… disappear from the U.S.?

Murder would go down 49.7 percent, welfare recipients would go down 40 percent, SAT scores would go up about 100 points, the average IQ would go up 7 points, and AIDS victims would go down a staggering… 67… percent.

Significant changes for race that only makes up 13% of the population.

In biology, races are distinct genetically divergent populations ‘’within the same species’’, with relatively small morphological and genetic… differences.

Populations can be described as ecological races if they arise from adaptation to different local habitats or geographic races when they are geographically isolated.

However, if sufficiently different, two or more races can be identified as… sub… species.

So how long do two races have to be isolated from one another before they're considered separate species?

Earlier this year, Archaeologists found artefacts in a cave on Western Australia’s Barrow Island dating back more than 50,000 years, making it Australia’s earliest known site of human occupation.

In contrast, the domestication of the dog began just 15,000… years… ago.

This distance, some several thousand miles between the mainlands of Australia and Asia also caused another kind of distance.

Genetic… distance.

Genetic distance is a measure of the genetic divergence between species or between populations within a species.

Dogs and wolves have been found to have a shorter genetic distance between each other than Negroids and non-Negroids. The distance between Eurasians and Africans being even larger than Homo Sapiens and Homo… Erectus.

Well, it kinda makes sense. I mean, can two races with diverging skin tones, eye colors, behavioral patterns, intellectual and athletic capabilities even be considered the same subspecies? Is it even a question? Is it even a question you're… allowed to… ask?

In October 2007, geneticist James Watson, best known as one of the co-discoverers of the structure of DNA, and the familiar double-helix model we all had to learn in High School, was lambasted by the scientific community for a response he gave in an interview regarding the divergence of intellect between geographically isolated populations.

"There is no firm reason to anticipate that the intellectual capacities of peoples geographically separated in their evolution should prove to have evolved identically," James wrote. "Our wanting to reserve equal powers of reason as some universal heritage of humanity will not be enough to make it so".

The response resulted with a suspension of Watson's administrative responsibilities and was forced to… cancel… his book tour. And tragically, in 2014, Mr Watson auctioned his Nobel Prize medal he won in 1962, stating that "no-one really wants to admit I exist".

Harsh. But people tend to react this way to ideas that go against their own personal world view and… cognitive… biases.

Confirmation bias. It's the tendency to search for, interpret, focus on and remember information in a way that confirms one's… own… preconceptions. This effect, stronger for emotionally charged issues, warps your interpretation of data in a way that keeps you from… being… wrong. There is something fundamental in our minds that makes us hesitant to question ideas that we've… already come to a conclusion to.

We all do it. But who could blame us? That's just part of being a member of the human… species.

And as always, around blacks, never relax.

Hey, Vsauce. Michael here.

Skeletons are scary and spooky, but you know what else is? Niggers.

According to the U.S Justice Department, in 2006, 32,443 succubi of Caucasian origin were raped by men of African origin.

That same year, the number of African American succubi raped by Caucasian men… was… zero.

In fact, 90% of all interracial crimes in the U.S. are committed by blacks… against whites…

So what if all blacks were to… suddenly… disappear from the U.S.?

Murder would go down 49.7 percent, welfare recipients would go down 40 percent, SAT scores would go up about 100 points, the average IQ would go up 7 points, and AIDS victims would go down a staggering… 67… percent.

Significant changes for race that only makes up 13% of the population.

In biology, races are distinct genetically divergent populations ‘’within the same species’’, with relatively small morphological and genetic… differences.

Populations can be described as ecological races if they arise from adaptation to different local habitats or geographic races when they are geographically isolated.

However, if sufficiently different, two or more races can be identified as… sub… species.

So how long do two races have to be isolated from one another before they're considered separate species?

Earlier this year, Archaeologists found artefacts in a cave on Western Australia’s Barrow Island dating back more than 50,000 years, making it Australia’s earliest known site of human occupation.

In contrast, the domestication of the dog began just 15,000… years… ago.

This distance, some several thousand miles between the mainlands of Australia and Asia also caused another kind of distance.

Genetic… distance.

Genetic distance is a measure of the genetic divergence between species or between populations within a species.

Dogs and wolves have been found to have a shorter genetic distance between each other than Negroids and non-Negroids. The distance between Eurasians and Africans being even larger than Homo Sapiens and Homo… Erectus.

Well, it kinda makes sense. I mean, can two races with diverging skin tones, eye colors, behavioral patterns, intellectual and athletic capabilities even be considered the same subspecies? Is it even a question? Is it even a question you're… allowed to… ask?

In October 2007, geneticist James Watson, best known as one of the co-discoverers of the structure of DNA, and the familiar double-helix model we all had to learn in High School, was lambasted by the scientific community for a response he gave in an interview regarding the divergence of intellect between geographically isolated populations.

"There is no firm reason to anticipate that the intellectual capacities of peoples geographically separated in their evolution should prove to have evolved identically," James wrote. "Our wanting to reserve equal powers of reason as some universal heritage of humanity will not be enough to make it so".

The response resulted with a suspension of Watson's administrative responsibilities and was forced to… cancel… his book tour. And tragically, in 2014, Mr Watson auctioned his Nobel Prize medal he won in 1962, stating that "no-one really wants to admit I exist".

Harsh. But people tend to react this way to ideas that go against their own personal world view and… cognitive… biases.

Confirmation bias. It's the tendency to search for, interpret, focus on and remember information in a way that confirms one's… own… preconceptions. This effect, stronger for emotionally charged issues, warps your interpretation of data in a way that keeps you from… being… wrong. There is something fundamental in our minds that makes us hesitant to question ideas that we've… already come to a conclusion to.

We all do it. But who could blame us? That's just part of being a member of the human… species.

And as always, around blacks, never relax.

File: 1605774580763.png (80.86 KB, 855x521, 855:521, Screenshot_2020-11-19_02-4….png) ImgOps iqdb

Is this image trying to say that **S** is not a subspace of R³ because these reasons?:

>**S** is a set in which element 1 is any arbitrary real number, element 2 is any arbitrary real number squared, and element 3 is zero.

>**a²** multiplied by **c** is not necessarily the square of an arbitrary real number. In order to be in the set **S**, the second element must be a square of an arbitrary real number. Because the second element, when multiplied by an arbitrary real number may or may not be square after the operation, it may fall outside of **S** and so under rule one it is not a subspace of R³.

>**a²** plus another arbitrary real number squared is not necessarily another square. Because of that, it may fall outside of the set **S** and thus must not be a subspace of R³ under rule 2.

The image is a little ambiguous and my math skills aren't very good, so I want to be sure I've got it correctly.

When I say arbitrary real number or**a** I do not mean that there is a consistent value between them. **a** in the first element could or could not be different from the **a** in the second element, and so on. Just being clear.

>

>

>

The image is a little ambiguous and my math skills aren't very good, so I want to be sure I've got it correctly.

When I say arbitrary real number or

>>56079

>>S is a set in which element 1 is any arbitrary real number, element 2 is any arbitrary real number squared, and element 3 is zero.

I meant to say that**S** is the set of vectors in which element 1 is any arbitrary real number, element 2 is any arbitrary real number squared, and element 3 is zero.

>>S is a set in which element 1 is any arbitrary real number, element 2 is any arbitrary real number squared, and element 3 is zero.

I meant to say that

>>56079

Correct. And if the a in the first and second places are not to be the same, use different variables. Use a and b instead.

Correct. And if the a in the first and second places are not to be the same, use different variables. Use a and b instead.

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Studying math by programming

>>56380

Ehm… that's not stuyind math, that's studying programming, or, at most, numerical analysis, for wich you don't need to understand the maths behind the algorithms.

Ehm… that's not stuyind math, that's studying programming, or, at most, numerical analysis, for wich you don't need to understand the maths behind the algorithms.

I have a very poor understanding of 3x(n>1) vectors and matrices in any other context than as an array of numbers that may or may not represent points and those points may or may not be positions. For 3x3 vectors I can intuitively imagine constructing something like a right prism or triangular pyramid, but more complex ideas are difficult to imagine in any other way than "yeah it makes sense."

So, what are some interesting concepts that can be represented by 2 or more 3-dimensional vectors?

So, what are some interesting concepts that can be represented by 2 or more 3-dimensional vectors?

>>56495

Watch 3blue1brown's linear algebra series.

https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

Watch 3blue1brown's linear algebra series.

https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

>>56538

Yeah it's the resource I used. It's good, I think I'm just too much of a brainlet for linear algebra. The calculations and formulae themselves are trivial but I can't visualize anything but NxM matrices where N<4 or transformations that aren't from ℝⁿ to ℝⁿ. It's making going any further a real slog when I have to imagine everything as abstract numbers, especially n to m-space transformations when they're used in nearly every problem.

Yeah it's the resource I used. It's good, I think I'm just too much of a brainlet for linear algebra. The calculations and formulae themselves are trivial but I can't visualize anything but NxM matrices where N<4 or transformations that aren't from ℝⁿ to ℝⁿ. It's making going any further a real slog when I have to imagine everything as abstract numbers, especially n to m-space transformations when they're used in nearly every problem.

>>56541

It is kinda hard to help if you do not provide specific examples. Matrices are basically nothing more than arrays of vectors. What those vectors represent varies depending on the use.

I would venture to say that most people do not understand higher dimensional transformations, though. You know know what works and apply it. Only thing that is easy for me to grasp about dimensions > 3 is that they contain more space per unit cube.

It is kinda hard to help if you do not provide specific examples. Matrices are basically nothing more than arrays of vectors. What those vectors represent varies depending on the use.

I would venture to say that most people do not understand higher dimensional transformations, though. You know know what works and apply it. Only thing that is easy for me to grasp about dimensions > 3 is that they contain more space per unit cube.

>>56575

As an example imagine a 3x3 matrix multiplied by a 3x2 matrix. The product is a 3x2 matrix. What is a way to physically interpret the loss of a vector and preservation of dimensionality? 3blue1brown explains that this can be thought of as a 2-dimensional plane mapped in 3 dimensions, but that doesn't explain the process of the transformation. What is a physical process by which a concept that can be thought of as a matrix with 3 3-dimensional vectors be transformed into a matrix with 2 3-dimensional vectors? It can't be projection, because projection would lose a dimension while preserving vectors.

Another example would be multiplying an MxN matrix by an Mx(N+z) matrix. How can a transformation like this be interpreted as a physical phenomenon? I understand they can be interpreted however is necessary for the application, but as I said I'm not okay with thinking of matrices and vectors as arrays of numbers and transformations as arcane functions to use on those arrays to get more useful numbers. I'm not really asking "what are matrices/vectors", but instead "what is at least one way that these transformations can be explained as a physical phenomenon." Knowing some real physical phenomena that can be represented as a linear transformation that increases or decreases the dimensions or vectors of something will make intuitively understanding linear transformations a lot easier.

As an example imagine a 3x3 matrix multiplied by a 3x2 matrix. The product is a 3x2 matrix. What is a way to physically interpret the loss of a vector and preservation of dimensionality? 3blue1brown explains that this can be thought of as a 2-dimensional plane mapped in 3 dimensions, but that doesn't explain the process of the transformation. What is a physical process by which a concept that can be thought of as a matrix with 3 3-dimensional vectors be transformed into a matrix with 2 3-dimensional vectors? It can't be projection, because projection would lose a dimension while preserving vectors.

Another example would be multiplying an MxN matrix by an Mx(N+z) matrix. How can a transformation like this be interpreted as a physical phenomenon? I understand they can be interpreted however is necessary for the application, but as I said I'm not okay with thinking of matrices and vectors as arrays of numbers and transformations as arcane functions to use on those arrays to get more useful numbers. I'm not really asking "what are matrices/vectors", but instead "what is at least one way that these transformations can be explained as a physical phenomenon." Knowing some real physical phenomena that can be represented as a linear transformation that increases or decreases the dimensions or vectors of something will make intuitively understanding linear transformations a lot easier.

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>>56576

I think it is kinda hard to understand because matrix notation is backwards. You can think of matrix multiplication A*B = C as a transformation of the unit vectors in B's space. A tells you how to transform the unit vectors in B's space (standard notation is to every unit vector transformation be represented by a column. col1 = X_t, col2 = Y_t, col3 = Z_t), and the result C is where the vectors are transformed once you "stretch" the unit vectors by A. Example shown in my screenshot. That is me stretching the X unit vector by 2 so all of the X values are multiplied by 2.

If A is a 3x3 matrix and B is a 3x2 then B are the two points you want to transform using transformation matrix A. If A is 3x2 and B is 2x2 then A is describing which plane the 2d points in B should go. 2nd attached pic is me putting the points on the XZ plane. 3rd is putting the points on the XY plane.

I think it is kinda hard to understand because matrix notation is backwards. You can think of matrix multiplication A*B = C as a transformation of the unit vectors in B's space. A tells you how to transform the unit vectors in B's space (standard notation is to every unit vector transformation be represented by a column. col1 = X_t, col2 = Y_t, col3 = Z_t), and the result C is where the vectors are transformed once you "stretch" the unit vectors by A. Example shown in my screenshot. That is me stretching the X unit vector by 2 so all of the X values are multiplied by 2.

If A is a 3x3 matrix and B is a 3x2 then B are the two points you want to transform using transformation matrix A. If A is 3x2 and B is 2x2 then A is describing which plane the 2d points in B should go. 2nd attached pic is me putting the points on the XZ plane. 3rd is putting the points on the XY plane.

>>56595

Yeah, I can understand the mechanics of linear transformations when used in rotations, translations, projections, or other abstract numeric operations, but seeing them as physical processes is the part I am having difficulty with. I suppose by your answer it's really only going to get more abstract from here, isn't it?

Yeah, I can understand the mechanics of linear transformations when used in rotations, translations, projections, or other abstract numeric operations, but seeing them as physical processes is the part I am having difficulty with. I suppose by your answer it's really only going to get more abstract from here, isn't it?

>>56596

In that case the matrices aren't really anything special, they are just a way of rewriting the equations in your system, if the system happens to be linear. You can probably think of them as a stretching and squishing of vectors in the state space, but what that actually means is entirely dependent on what you are trying to model. A lot of the time the columns do not actually mean anything other than that is how it must be for your equation to be represented in matrix form, though. I'm sure someone who is crazy about number theory could probably ramble on about it is related to pascal's matrix or some other obscure shit, though.

In that case the matrices aren't really anything special, they are just a way of rewriting the equations in your system, if the system happens to be linear. You can probably think of them as a stretching and squishing of vectors in the state space, but what that actually means is entirely dependent on what you are trying to model. A lot of the time the columns do not actually mean anything other than that is how it must be for your equation to be represented in matrix form, though. I'm sure someone who is crazy about number theory could probably ramble on about it is related to pascal's matrix or some other obscure shit, though.

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