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remote heron
fossil mason
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This was the only way that worked for me LOL

remote heron
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oh lol

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brute force

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hmm thonk

fossil mason
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But it shouldn’t take more than 3 lines :”)

remote heron
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yea, i wonder what the issue is with my approach

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im sorry im not sure how to get the correct answer

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I hope someone comes along though thonk

fossil mason
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16C5-13C5-10C5+7C5

lone heartBOT
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@fossil mason Has your question been resolved?

quasi scarab
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easier than what?

fossil mason
quasi scarab
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that 16c5-.. part is not correct?

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@fossil masonoh, i see

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i dont know how its called, but u had a similar type of problem not too long ago

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its like counting the numbers which are either 2-divisible or 3 divisible

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you count each, but then u counted the 6-divisible ones twice so u have to subtract it

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the same here:

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ALL-THERE IS NO DOCTOR - THERE IS NO DENTIST+ THERE IS NONE OF THEM

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sry caps

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tame hound
lone heartBOT
tame hound
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Does anyone know why we get X divided by two from A to the vertical line, and B to the vertical line?

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couldn't one side be longer than the other?

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how can we tell if they are equal?

gray isle
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you have an isosceles trapizium

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you can justify that they'd be equal from triangle congruency (HL)

tame hound
lone heartBOT
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@tame hound Has your question been resolved?

gray isle
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the height will also be the same
HL is the justification that the triangles are congruent
and then you can apply corresponding parts of Cong triangles to justify the bases will have the same length

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@tame hound Has your question been resolved?

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native edge
lone heartBOT
quasi scarab
native edge
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It's either a or c

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I dont know the steps though

flat ore
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well its not a or c

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wait

native edge
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Pretty sure it is

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Cuz it said diameter

flat ore
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yeah a and c

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nvm

silver adder
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it is a or c

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not both

native edge
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Now how do I get to the result

flat ore
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for the center, find the midpoint

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of the diameter

native edge
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Ah

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0,10?

flat ore
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mhm

native edge
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And then I plug it into the formula

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Ah I see

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Ty ty

flat ore
native edge
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So its A

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Alright thank you so much

lone heartBOT
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@native edge Has your question been resolved?

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tribal wasp
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Hey I am having trouble figuring out how to approach part eiv?

tribal wasp
chilly merlin
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What topic is this?

tribal wasp
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intro to linear algebra

chilly merlin
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I don't know how to do this

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You have to ask someone else Sorry

lone heartBOT
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@tribal wasp Has your question been resolved?

fossil mason
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Could someone help with this ?

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dawn estuary
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$(22i)^{2.3}$

lone heartBOT
bitter vault
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Use curly braces 22i^{2.3}

dawn estuary
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Why does this not only have a imaginary part, but a real one too?

ocean sealBOT
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piinfa

dawn estuary
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I would have guessed the polar angle is 90° but its actually -153°

worn fox
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Intuitively, because taking powers of complex numbers that are not purely real often involves rotation at some point, so you're going to kick 22i off the imaginary axis by taking a power of it

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to calculate you need to write $i = e^{\frac{i\pi}{2}}$

ocean sealBOT
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iCaird

dawn estuary
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Thank you! but I am not sure I understand what the equation is for :/

worn fox
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do you not understand where it comes from or what you would use it for

dawn estuary
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the second

worn fox
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if you replace $i$ in your expression with what I gave, then you can calculate powers as usual

ocean sealBOT
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iCaird

worn fox
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$(22)^{2.3} \cdot e^{\frac{i\pi*2.3}{2}}$

ocean sealBOT
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iCaird

dawn estuary
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Worked out perfectly, appreciate the help

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.close

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hushed inlet
lone heartBOT
hushed inlet
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Can someone help me with this I kinda understand it but im stuck on this

alpine sable
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as it has both edges with weight 2

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and other 3 dont and this algo adds minimum weight if it doesnt make a cycle

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so 2's should go before bigger weighs

hushed inlet
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Oooh ok

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Wait so for this how can I use the shortest route algorithm?

alpine sable
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dijkstra?

real glen
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just use greedy method

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for each vertex see which has lowest cost edge

alpine sable
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probably 11

real glen
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no its 10

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ab -> bc -> cg -> gh -> hf -> fe

hushed inlet
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Hmmm

alpine sable
hushed inlet
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Do you know how the Nearest Neighbor Algorithm work?

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Im kinda confused on that aswell

topaz elm
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I have something similar to that question as well.

real glen
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pick a vertex and find its shortest edge connected that vertex with another vertex and repeat this step until all vertices are visited

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is the gist of nearest neighbor algo

real glen
topaz elm
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Oh ok.

real glen
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also they are two diff graphs lmao

hushed inlet
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So what vertex would I pick here?

real glen
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it should be b but let me confirm

hushed inlet
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Ok thank you

real glen
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yeah I think i am correct

hushed inlet
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I also kinda confuse on this as well and this is the last one that I have a question about

real glen
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is that k5 graph

hushed inlet
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Yes

real glen
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looks like it is, then the chromatic number must be 5

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do you know why?

hushed inlet
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ummm not really is there way you can inform me how you got 5?

real glen
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so K5 is a complete graph right

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meaning every vertex has an edge to another vertex in G

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we know from the theorem that we use at most n coloring for graph if G has n vertices

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So the max chromatic number for G in our case can be 5. So we are looking to see if we can minimize this number

hushed inlet
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Oooooh ok

real glen
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but we notice that if we use 4 colors, then there is a 2 vertex in G that has same colours

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but since its a complete graph, they share an edge together

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which means we didnt do the graph coloring correctly because if two vertices have an edge, they must have different colouring

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so the chromatic number is 5

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thats the basic proof of it

hushed inlet
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Ok I see now thank you cause I was rlly confused on that

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Would you happen to be able to help me on this as well? I solved it and I got 92 but I wanna make sure I did it right

hushed inlet
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?

young finch
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The variable

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x

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You can also figure it out with the pattern of the table

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Actually no

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The data values aren't safe to make an assumption off of

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with just the table

hushed inlet
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hmm

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Im still kinda confused on how to do that

lone heartBOT
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@hushed inlet Has your question been resolved?

solemn grove
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@hushed inlet

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so if they put in 7 hours of work

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x = 7

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they’re asking you to find y

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when x is 7

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using the given formula

hushed inlet
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So it would be 87 correct?

hushed inlet
solemn grove
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y= 5.1(7) + 56.3

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so 35.7 + 56.3 = 92 right ?

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@hushed inlet

hushed inlet
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yea

lone heartBOT
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hollow pulsar
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Is my answer correct

real glen
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wait why are you subtracting

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trail fern
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is quadratic and 2nd order basically synonymous or always tied together?

trail fern
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is there a case where quadratic is a different order?

placid zinc
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"order" is a sus word to use here

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Every quadratic is a 2nd degree polynomial, every 2nd degree polynomial is a quadratic

trail fern
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that part i do understand

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but im trying to extend it further and seeing if it's logical

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this is the context

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i'm trying to see if 9-node and 8-node rectangular elements are both used for 2nd order approximations

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and visually they seem to be

lone heartBOT
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lost moon
#

I have a business, and I am learning how to make projections of future growth, but I feel like I must be doing it wrong because the growth % seems to stay similar. Am I doing projection wrong?

lost moon
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The column percentages are the change in monthly recurring revenue from month to month, which for the first 4 months, averages 16.29%, is projecting growth like the bottom a correct way of doing this, or is there a more advanced/accurate method for this?

tacit arch
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,w (17.52 + 16.07 + 15.01 + 16.55)/4

tacit arch
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there are lots of ways to "project"

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this way is fine

lost moon
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Just seems like with this way, it must be impossible - either my marketing has to become more efficient (by I don't know what percentage) the whole time

tacit arch
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there's another one that's arguably better

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also 4 datapoints is barely any data

lost moon
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to maintain 16%, as the MRR number gets bigger, I have to bring many more customers in with the same marketing dollars

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gotcha, so more data may show what I am concerned with

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like how much it costs to bring a customer in, and how much I am spending on marketing

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reading that site now

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ah, you were meaning that 4 data points, as in the 4 months, not the lack of data per month

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okaym thanks!

#

.close

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left peak
lone heartBOT
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Please don't occupy multiple help channels.

tacit arch
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.close

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boreal chasm
lone heartBOT
boreal chasm
#

Honestly have no idea what to do

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Do I have to make an assumption or smth

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Are these kind of equations solvable without making an assumption

limpid spade
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what assumption

boreal chasm
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for example

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assume y is in the form of ae^(-2x)

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then 4ae^(-2x) + 6ae^(-2x) + 2ae^(-2x) = 24e^(-2x)

limpid spade
#

first time doing differential equation
's?

boreal chasm
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first time doing ones with multiple y terms

tacit arch
limpid spade
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that's second order differential nonhomogenous equation

boreal chasm
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12ae^(-2x) = 24e^(-2x)
a = 2

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so ig y = 2e^(-2x) is a solution?

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but im assuming there is more solutions

boreal chasm
limpid spade
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look what riemann has sent

boreal chasm
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English isn’t my mother tongue so it’s hard to understand

limpid spade
#

you do not just plug in values in x²+9x+1=0 to find the zero values

boreal chasm
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I know

limpid spade
#

translate it and find a source in your mother language

boreal chasm
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There is a formula for it

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Is there a formula for second order differential equations

limpid spade
lone heartBOT
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cyan saffron
#

how do i solve this?

lone heartBOT
real solar
cyan saffron
#

im solving for both

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i tried getting x in terms of y and the inverse but that leads to nothing

tacit arch
#

show the whole original problem and instructions

cyan saffron
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(a;b) + [a;b] + 7 = 3a + 3b

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this is the original equation

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(a;b) is biggest common divisor

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[a;b] is smallest common multiple

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a,b natural numbers

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if (a;b) = d then a = dx, b = dy and (a;b) * [a;b] = a * b

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and then i just subtituted

tacit arch
#

screenshot the whole thing

cyan saffron
#

the instructions are in a different language

rare gale
cyan saffron
#

so is x = 4, y = 4

rare gale
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(a;b) + [a;b] + 7 = 3a + 3b
but a = b = 2 doesn't work here, so I'm not really sure how you're setting up that equation

cyan saffron
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i noticed that too

rare gale
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you're not even using the 7 in any way

cyan saffron
cyan saffron
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oh nvm it leads to x = 2, y = 2 or x = 4, y = 4

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but it's still wrong

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oh wait completely forgot that (x;y) = 1

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thanks anyway

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.close

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dry tundra
lone heartBOT
cyan saffron
#

just solve for each and do the division?

dry tundra
#

yeah u divide at the end to find the percentage but i dont know how to find the values of each of the stations

cyan saffron
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just sum up the terms and substitute and then i think you have something like n * station c + k = 110000

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and you know n and k

dry tundra
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im still lost on what to do

cyan saffron
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if station a is three times bigger than station c, what does that mean?

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@dry tundra

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it means station a = station c * 3

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station b = station a + 24200 = station c * 3 + 24200

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station d = station c + 24200

dry tundra
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so whats station c?

cyan saffron
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station c is station c

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you know that station a + station b + station c + station d = 110000

dry tundra
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does it not have any number valuess?

cyan saffron
dry tundra
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so whats the answer

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what percentage are each of the sections?

cyan saffron
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are you here just for answers?

dry tundra
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both

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answer and to figure out how to get the answer so i can do it on my own in the future

cyan saffron
dry tundra
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and now i just add them up and divide each of them by the total to get the percentage right?

dry tundra
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okay thanks

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let me just finish it to see if it is right

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okay so i got 21% for section a. Section B = 43%. Section C = 7%

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Section D=29%

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@cyan saffron can you explain your workings please. I know that to to get section b you add 24200 to section A and Section D is Section C plus 24200 and section A is just Section c *3. but how do i get section C

lone heartBOT
#

@dry tundra Has your question been resolved?

cyan saffron
#

You dont

cyan saffron
#

You substitute and get 8 * station c + 48400 = 110000

lone heartBOT
#

@dry tundra Has your question been resolved?

dry tundra
#

Okay thanks

lone heartBOT
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raven galleon
#

Hello! I need help with this geometry exercise
question b)

raven galleon
#

here’s the translation

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The figure on the side represents a cube in an o.n. Oxyz. It is known that:

• [ABCD] is a face of the cube and [EFGH] is the face that opposes it (point H is not shown);
point A has coordinates (3, 5, 3);
point D has coordinates (-3, 3, 6);
point E has coordinates (1, 2,-3)

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and question b) :

b) Determine the coordinates of point H and comment on the statement: “Point H belongs to one of the coordinate axes”

alpine sable
#

since its a cube

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D + vector(AE)

raven galleon
#

it just does not make a lot of sense to me

alpine sable
raven galleon
#

ohh

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how didn’t i think of that

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would you be able to help me with the last question of this exercise as well?

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question e)

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it’s to write the reduced equation of the spherical surface with center at D and passing through vertex F

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how do i get the radius here

alpine sable
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radius = |DF|

raven galleon
#

yes but i don’t have the coordinates of F

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would i be able to get it if i added vector (DH) to H

alpine sable
#

|DF| = |DH| since its a cube

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or any edge really

raven galleon
#

thank you

#

.close

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left peak
lone heartBOT
novel lintel
#

start from the left

lone heartBOT
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@left peak Has your question been resolved?

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cloud zodiac
#

Which way is correct? I’m really confused is I change the -/+ that infront of the surd or the one infront of a normal number when rationalising

cloud zodiac
#

Same question but 2 different answers

alpine sable
#

they are same answers?

cloud zodiac
#

No

south mantle
cloud zodiac
#

Oh bruh ok thanks

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So does that mean that it doesn’t matter which symbol you change. By that I mean it doesn’t matter if I multiply it by -square root of 6 + 3 or by square root of 6 - 3?

alpine sable
#

yes since they are both 1

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as long as u dont multiply by 0/0

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zinc thunder
#

Can you help me with problem 10?

lone heartBOT
naive valley
#

,rotate

ocean sealBOT
alpine sable
#

use circle center

naive valley
#

if you let x be the distance from the center of the circle to U, and let p be the radius of the circle (I'm not using r because you already have an R), then you should be able to find two equations involving x and p

#

two equations and two unknowns

zinc thunder
#

.close

lone heartBOT
#
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hollow falcon
#

I've found the total differentials, but unsure on how to progress, been stuck on this for a few days

hollow falcon
#

Ive gotten to this point (red ink) just fine. But when I progress I think I'm making a mistake or something somewhere.

#

<@&286206848099549185>

lone heartBOT
#

@hollow falcon Has your question been resolved?

lone heartBOT
#

@hollow falcon Has your question been resolved?

lone heartBOT
#

@hollow falcon Has your question been resolved?

tacit arch
# hollow falcon Ive gotten to this point (red ink) just fine. But when I progress I think I'm ma...
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#

@hollow falcon Has your question been resolved?

lone heartBOT
#
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exotic kestrel
#

.opem

#

.open

near sluice
#

Hi! Can anyone please help me with this question. I am confused about type II error and dont know how to calculate beta for the test.

remote heron
#

power?

#

im not sure what the greeks mean in this context though

#

what is beta?

lone heartBOT
#

@near sluice Has your question been resolved?

near sluice
near sluice
remote heron
#

and type ii error is like uhh

#

,w type ii error

near sluice
#

so the type ii error is accept H0 when H1 is true

remote heron
#

this says the opposite

#

hmm i might be too tired to remember how to do these

near sluice
#

Please help me

remote heron
#

well youd usually have 2 means floating around

near sluice
#

I think question a may help we ans for question b

remote heron
#

thered be a mean from the null hypothesis

#

and then a null from some data

near sluice
#

Yes, I just state H0: miu = 85 and H1: miu = 100

#

then I dont know how to do next

remote heron
#

okay lets start with a

#

you havent done a yet?

near sluice
#

not yet. I just realized I did it wrong

remote heron
#

okay

#

hows this look for starts

#

this is just the rejection region on the proposed distribution

near sluice
#

what is the 2/3

remote heron
#

the proposed proportion in the report

#

oh

#

its not a proportion

#

i will change

#

sorry i am very tired lol

near sluice
#

No you're fine

remote heron
#

okay

near sluice
#

Okay so the red zone is the rejection region, right?

remote heron
#

correct

#

which im thinking is here and one sided because the professor believes that the true proportion is less right

#

so he wants a really, really low number

#

then he can say for sure that 100 is too high

near sluice
#

Okay! Got it

#

I understand what you are saying

remote heron
#

i just did this but

#

i think -1.96 is the wrong number

#

okay

#

does this calculation make sense?

#

im trying to find the high value in the rejection region

#

we know the area to the left of this value we want to find will be 0.05

#

values at least as extreme as the highest value which will cause rejection

near sluice
#

yes it makes sense to me

remote heron
#

so we can fill out a little more

#

excuse my drawing

#

the blue distribution is the true distribution

#

the green is the one proposed by the report

#

and the red value 85.12 is the least extreme value on the green/proposed distribution which will cause rejection at the 5% level

#

good to there

#

?

near sluice
#

yes

#

sound good to me

remote heron
#

okay so we now need to find out where a type ii error occurs

#

,w type ii error

remote heron
#

i personally find these things impossible to track lol

#

i have to think very very hard

near sluice
remote heron
#

right

near sluice
#

yes so this is the type II error

remote heron
#

so we would fail to reject

#

meaning that we would be to the right of the red line

#

but on the blue/true distribution

#

does that make sense?

#

this is the probability that we make a type II error

#

the further away the mean of the true distribution is from the mean of the proposed one, the lower this probability

#

as the means get closer, it becomes much more likely, since evidence must be a lot stronger

#

this is maybe the weird conceptual jump

#

but can you identify the region which makes up P(type II error)?

#

starting where, integrating in which direction, and on which distribution?

near sluice
#

So we need to use integrating to find type II error?

remote heron
#

well, in reality you will use a t-table or a z-table

#

most likely

#

but by integration i mean area under a curve

#

its maybe a bad word to use here

#

can you identify the region where a type ii error occurs?

#

forget about integration

near sluice
#

so you mean we find the P( X <85.12)

remote heron
#

you can jump straight to calculation

#

but theres so much like

#

1 minus and complement and weirdness

#

its nice to have a picture you can point to

#

here uhh

#

im using this to review for myself too

#

here is where we make a type two error

#

the vertical red bars

#

in this region, we get a number which is not extreme enough to reject

#

the least extreme value that causes us to reject is 85.12

#

so we get maybe like 87

#

fail to reject

#

but its false (we know the true mean now)

#

anything further to the left from 100 we correctly reject

#

the jump is to this probability

#

areas under these curves (normalized) are probabilities

#

so if we normalize the true distribution, and integrate to the right of this value, we will get the probability of making a type ii error

#

thats a pretty big conceptual jump maybe, does it make sense?

#

wow i typed a lot bleak feel free to just read for a sec

near sluice
#

okay maybe I have the idea to solve problem a

remote heron
#

here i can get the answer

#

if you want to compare

near sluice
#

Yes, please. I really appreciate it

remote heron
#

wait we never used n

#

well what number did you get

#

lemme grab my notebook haha

near sluice
#

okay i got 75.81

remote heron
#

conceptually okay but i think I dropped an n

#

yea i need to correct

near sluice
#

9/sqrt(150)

remote heron
near sluice
#

so I got x = 75.81

remote heron
#

rejection region boundary?

near sluice
#

yes

remote heron
#

hmm i get slightly different

#

oops

#

1s

#

gosh i dont understand

#

$-1.645 = \frac{ \sqrt{150} ( x - 100 ) }{ 9 }$

#

yea?

ocean sealBOT
#

jan Niku (@pomodoro role)

near sluice
#

oops

#

my bad

remote heron
#

but this seems so high

#

it gives a rejection region of up to 98.79

#

that seems unreasonable

#

but maybe with 150 people its enough?

near sluice
#

do we need to sqare root the population variance

remote heron
#

the normal thing is $z=\frac{\sqrt n ( x- \mu ) }{ \sigma}$

#

for known $\sigma$

ocean sealBOT
#

jan Niku (@pomodoro role)

#

jan Niku (@pomodoro role)

remote heron
#

so you need to uhh

#

oh yea

#

you need to sqrt 81

#

to get std dev

near sluice
#

yah you true

#

wait I thought X- 85?

#

I got x = 83.79

remote heron
#

are you sure?

near sluice
#

I am confused between square root variance or not

#

because it is already variance

remote heron
#

sigma squared is variance

#

sigma is std dev

#

oops

#

there we go

near sluice
#

Hmmm

remote heron
#

it seems so high but playing around i think its just

near sluice
#

miu = 85

remote heron
#

asking 150 people drives your variance down so low

near sluice
#

i guess

remote heron
#

huh?

near sluice
#

x-85 / sqrt(81/150)

#

that's my equation

remote heron
#

no, you are using the null mean

#

from the report

#

you want to find the least extreme value that will let reject that hypothesis

#

either way, with how tight these are

#

i dont think the probability of making a type 2 error is very high

near sluice
#

Okay got it

remote heron
#

dont suppose you have the actual answer

#

because it seems like beta should be essentially 0 here

near sluice
#

why you got beta = 0? can you please explain for me?

remote heron
#

well like

#

okay so the null

#

the variance is super low

#

like less than 1

#

maybe 0.8? something ilke that

#

you know about normal distributions, how like

#

by 3 standard deviations away from the mean

#

you have nothing

#

so if we move from 100 to 85

#

along a distribution with variance of 0.8

#

there just isnt anything there anymore

#

as far as probability

near sluice
#

yes I know that

remote heron
#

i could be wrong but thats what im seeing calculating

#

that we are asking so many people that we are very, very unlikely to not be able to reject the null

#

i mean if its really not true, and you ask 150 people, you should almost certainly see that

#

5 or 10 maybe not but after 150 we'd have to see something

#

so id say like

#

there is negligible overlap between these distributions

#

then its extraordinarily unlikely we fail to reject the null hypothesis, as we know it is false

near sluice
#

okay i undestood

remote heron
#

not x

#

does that help with part b lol

near sluice
#

yeah i know

remote heron
#

i really have to go to bed

near sluice
#

it helps a lot

#

lol thank you

remote heron
#

n is a weirder one to solve for

near sluice
#

have a good night

#

LOL

remote heron
#

you usually need to use like

#

okay here i can give a short thing

#

if you want

near sluice
#

YES

remote heron
#

so they say beta is 0.1

#

this comes from your true distribution

near sluice
#

ok! note it

remote heron
#

then, rejection region is on null distribution

near sluice
#

Cool!

#

Thank you so much for your help

remote heron
#

lemme draw it this way

near sluice
#

OMG you are so supportive.

remote heron
#

should i stop

near sluice
remote heron
#

i have to do this on my final in

#

uhh

#

36 hours

#

so i wanna know

near sluice
#

Yes you can stop, I think I can figure out

#

Thank you so much again!

remote heron
#

hahah

#

have a good one 👋

near sluice
#

You too buddy

remote heron
#

i got ||n=4|| 😌

#

now i can sleep

near sluice
#

LOL

#

okay! have a good night

remote heron
lone heartBOT
#

@near sluice Has your question been resolved?

#
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trail hare
#

what is 2+2

lone heartBOT
alpine sable
#

Yet again

worn fox
alpine sable
#

Hope that helps

#

in the first term x=π/2

#

In other teem

#

x=0

trail hare
#

so we need to solve this with the help of the photosynthesis of a forehead right?

alpine sable
trail hare
#

mmm ok

#

i understand

#

thank

alpine sable
#

It's .close

trail hare
#

.close

lone heartBOT
#
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trail hare
#

yez

lone heartBOT
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delicate geyser
#

How do i prove 53 * 83 * 109 + 40 * 66 * 96 is composite

lone heartBOT
#

@delicate geyser Has your question been resolved?

delicate geyser
#

<@&286206848099549185>

hard patio
#

wow, i really wanna learn ways of proving this too

rare gale
#

,w factor(53 * 83 * 109 + 40 * 66 * 96)

rare gale
#

I guess explicitly writing out the result as the product of two integers proves that it's composite 🙂

hard patio
#

yeah it does, but maybe theres some creative way to do the same?

rare gale
# hard patio yeah it does, but maybe theres some creative way to do the same?

I'd be curious...can't think of a simpler way to try to factor a number n than to try dividing it by every prime up to sqrt(n). easy enough in a few lines of code using a computer, but it would certainly be a pain by hand. if there's anything more clever than that i'd be curious too. in the case of this expression you'd have to try every prime < 856

hard patio
#

there is something cheeky going on in this question lol

lone heartBOT
#

@delicate geyser Has your question been resolved?

lone heartBOT
#
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amber iron
#

how do i express this in condensed form

lone heartBOT
amber iron
#

i might be able to get some combination of factorials and exponentials to express this, but not sure how...

silver adder
#

u could use product notation

amber iron
#

nah, thats cheating 🙂

#

plus this will go inside another sum, so its gonna look very clunky with product notation

#

ok yeah i got it

#

but its a pretty large expression

prime badge
#

(but upside down)

lone heartBOT
#

@amber iron Has your question been resolved?

lone heartBOT
#
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zinc urchin
#

in a circle that outwards a right triangle, is the hypotenuse of that triangle the diameter of the circle?

serene sigil
#

like this?

zinc urchin
#

thanks

#

.close

lone heartBOT
#
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zinc urchin
#

.reopen

lone heartBOT
#

zinc urchin
#

Since, I'm already here:
A circle is tg with 2 coordinate axes and passes through the point M (2,1). Write the equation of the circle

#

My solution so far.

#

I think there is a better explanation of the problem than the one I did in the picture

#

.close

lone heartBOT
#
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opaque hinge
lone heartBOT
opaque hinge
#

Ok so

#

Why is du=2xdx

#

Where did the dx come from

vale wigeon
#

du/dx = 2x

opaque hinge
#

But where did the dx come from

#

Like he derived x^2 + 5 to 2x dx?

flat ore
lone heartBOT
#

@opaque hinge Has your question been resolved?

alpine sable
lone heartBOT
#
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#
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alpine sable
#

any help on how to solve it

lone heartBOT
prime badge
#

confusing tbh

stone pilot
#

this reminds me of something

alpine sable
#

I was thinking of Bayes' theorem

prime badge
#

apparently it doesn't fail all the time, when the fault is present

#

it's a three storey story

#

oh

#

everything they say is for faulty device, that's not part of the equation

#

it's a trap

alpine sable
#

wdym

prime badge
#

i mean it's confusing on purpose

stone pilot
#

oh

prime badge
#

doesn't matter

#

that's what i think it says

#

clearly x is 0.1, so the answer is 0.01

stone pilot
#

rephrasing: a test will detect a fault when the device is faulty 90% of the time
the device will fail when the device is faulty but not detected by the test 10% of the time
whats the probability that a faulty device will not get detected by the test and will fail

prime badge
#

correct

alpine sable
#

thank you both my brain exploded haha u too smart

#

thanks @prime badge

#

thanks @stone pilot

#

.close

lone heartBOT
#
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fresh fjord
lone heartBOT
fresh fjord
#

ping plz

#

<@&286206848099549185>

#

nvm its adf

#

.close

lone heartBOT
#
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tough tangle
lone heartBOT
tough tangle
#

Im pretty sure the book's answer is wrong, can someone confirm?

#

at k = 1/3, x = ln(2t-1) is invalid

#

therefore i gave the minimum value of k to be 1/2

bitter vault
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#

@tough tangle Has your question been resolved?

#
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tough tangle
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fervent aurora
lone heartBOT
fervent aurora
#

How do I solve this?

lone heartBOT
#

@fervent aurora Has your question been resolved?

round forge
#

try drawing a graph to visualize the right riemann rectangles

fervent aurora
#

I mean

#

technically

ocean sealBOT
#

$₭¥𝔪𝔞𝔯𝔦𝔬

I just have to do $(15-4)/3 * (6.5 + 6.2 + 5.9 + 5.6)$
#

$₭¥𝔪𝔞𝔯𝔦𝔬

fervent aurora
#

I followed the right reimann sum

#

but Im not getting the right answers

#

What am I doing wrong?

proper tangle
#

width of the subintervals varies

fervent aurora
#

wdym

#

So wut do I do

round forge
#

you can't use the equation here because the equation implies the width (b-a/n) is the same for each interval (4-->7, 7-->12, 12-->15 are not separated equally)

#

so you have to calculate the riemann sums manually, by hand

#

draw a graph of the rate

#

and how it changes over time

#

to see this visually

fervent aurora
#

Uhhh

#

are you sure?

#

This problem should be solved fairly quickly

#

is there really no faster way to solve this?

round forge
#

yeah

fervent aurora
#

well

#

aight thx man

round forge
#

np

fervent aurora
#

.close

lone heartBOT
#
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fiery spire
#

Hey, can I have help with this?
I have a R3 matrix, the lines of the matrix are shifted by different values (each row is shifted by a value). I need to derivate the resulted matrix by the column vector of the shifting values.
In other words, what is the derivation of a shifting operator L(Matrix, Row) with respect to row?
Thanks you !

fiery spire
#

<@&286206848099549185>

devout wraith
#

French?

fiery spire
#

Pourquoi pas!

devout wraith
#

if so i can help you i don't speak english well

#

yes french? lol

fiery spire
#

Yes I don't mind if it is in french

devout wraith
#

d'accord, alors tu fais la matricielle du droit en souhaitant la dérivée et en l'a considérant comme nul, soit l'équivalent de 0. Sinon la vectorielle me paraît simple et donc tu fais comme dit avant : tu considères nul la valeur et tu as de quoi faire ton exercice. Et essaye de le résoudre en 2éme degré (= quadratique)

fiery spire
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Merci pour ta réponse, mais je n'ai pas vraiment bien compris, est ce que c'est possible d'avoir un exemple

devout wraith
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Ah désolé, sinon tu peux attendre d'autres helpers je suis désolé, je suis pas très bien doué en démonstration d'exemples, lol

sorry, have a good day

fiery spire
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Alright, thank you in all cases

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<@&286206848099549185>

lone heartBOT
#

@fiery spire Has your question been resolved?

lone heartBOT
#

@fiery spire Has your question been resolved?

fiery spire
#

<@&286206848099549185>

alpine sable
fiery spire
#

Trying to inplement this in pytorch (python)

alpine sable
fiery spire
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The shifting is implemented for the forward pass

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but the backward pass require the derivation of the shifting with respect to the input which is the latencies (thee column vector)

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I am stuck in the backward pass

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If there is a formula, it may help

alpine sable
#

I am not familiar with these terms (never worked with pytorch), but if you already have the vector of shifting values, what's preventing from writing the loop inside your code.

alpine sable
# fiery spire If there is a formula, it may help

I don't think there is an easy formula for shifting each row with different values, we can permutate rows and multiply them by constants (elemntary row operations) and even shift the entire matrix, but individual rows, not to my knowledge

fiery spire
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I don't know how to derivate an operator, shifting is not an function is an operator in math

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I don't know how to derivate it

alpine sable
#

what do you mean by derivating ?

fiery spire
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derivation

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sorry for my english x)

alpine sable
#

haha english isn't my native language either.. so you want the derivative of an operator ? why doing this

alpine sable
#

not sure it's an operator

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or maybe could be defined as such

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but how is the derivative relevant here

fiery spire
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Shifitng is like a trnaslation in math

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f(x-a) where a is the translation, equivalent to a shifitng value

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If we can derivate of a row vector with respect to a single shifting value. It would help

alpine sable
alpine sable
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we usually calculate a derivative with respect to a variable

fiery spire
alpine sable
#

not a fixed value

alpine sable
#

notice the matrix A was shifted down when we multiplied it by S

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in the left

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but this is shifting an entire matrix

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not one row individually

fiery spire
# alpine sable not one row individually

I have tried already to shift with a matrix didn't work, on python I used broadcasting indexes to shift each row indivudualy, and it worked without a need to a loop

fiery spire
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How to derivate the new vector produced with this shifting, with respect to x.

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Assuming x = 1

alpine sable
# fiery spire

I guess you just need to multiply this vector by the column vector $(0, 1, ....,0)^T$

ocean sealBOT
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AimaneSN

alpine sable
#

I think a general formula (for shifting vectors) would involve the delta kronecker symbol, but not sure how to write it

fiery spire
fiery spire
worn fox
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take the identity matrix and move all the columns to the right, that'll shift your vector down by one

alpine sable
# fiery spire It would produce a scalar

Sorry you're rightt, we should multiply it by a matrix where the first column vector is $(0, 1, ....,0)^T$ and all the remaining column vectors are zeros, but not sure, I need to write this down

ocean sealBOT
#

AimaneSN

alpine sable
ocean sealBOT
#

AimaneSN

alpine sable
#

it should be useful here because we only deal with 1's and 0 's

fiery spire
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Still can't figure out a derivation of the row with this symbol

alpine sable
worn fox
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uh on the left

alpine sable
#

Ah I see

fiery spire
# alpine sable

No he mean that the identity matrix is shifted right to get the targeted shifting with the row

alpine sable
#

Oh

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you mean the matrix S

fiery spire
#

yes

worn fox
# fiery spire

i was specifically referring how to go from the first vector here to the second

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i gather your problem is more complicated than just that

fiery spire
alpine sable
#

I really think it's better to work on the problem using shift functions in python, even if there is a math formula it would be complicated to implement it in python

alpine sable
fiery spire
fiery spire
alpine sable
#

do you mean this

alpine sable
#

well this is shifting, no ?

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you said it's not a problem

fiery spire
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Yes the shifting part is done but the derivation not

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derivation of the shifting output with respect to the latency

alpine sable
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can you give an example

fiery spire
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Not sure if you would accept it, but would you like to organize a meet (goole meet)

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It would be easier to explain

alpine sable
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yeah it's difficult to explain this by writing

alpine sable
fiery spire
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Yes

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For a second

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forgot everything that I have already said

alpine sable
#

and you want the derivative of this matrix wrt to something?

alpine sable
fiery spire
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I will explain with the simplest example possible

alpine sable
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okay

fiery spire
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Assuming that we have a vector, using a shifting function (already existing and working perfectly), it is shifted by x pixel.

alpine sable
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yes I get that

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Okay it''s shifted

fiery spire
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Example if x=1

alpine sable
#

okay

fiery spire
#

thius only an example, x is a variabl

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variable*

alpine sable
#

okay and then

fiery spire
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so : output_vector = Shifting(input_vector, x)

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All I need is derivation of output_vector with respect to x

alpine sable
#

yes that's what I meant

fiery spire
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d(output_vector)/dx

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And so do I x)

alpine sable
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haha I think I understand now

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but one question

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why do you need it

fiery spire
alpine sable
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Oh I see

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but I mean

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let's say you have this derivation

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what's the next step

fiery spire
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When we are training neural network model, we have to retro propagate the error

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using backpropagation

alpine sable
# fiery spire d(output_vector)/dx

one remark here, I think you already know that the derivative doesn't always exist. Not everything is differentiable. I suspect "derivative of a vector" simply doesn't make sense.

alpine sable
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we know that some functions in math don't have a derivative

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also when you write something like d(output)/dx

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this means x can have infinitesimal change

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but x in your example only takes the values 0, 1 , 2

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this is obviously not infinitesimal

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x can't be for example 0.0001

fiery spire
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I wouldn't mind if there is an approximation, it is allowed in ML

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yeah I see

alpine sable
ocean sealBOT
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AimaneSN

fiery spire
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Yes possible

alpine sable
#

I am not sure $\Delta(output)$ means anything here either, we're simply calculating a difference between a vector and its shift

ocean sealBOT
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AimaneSN

alpine sable
#

doesn't seem to make any sense

fiery spire
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It make sens in ML, beleive me x)

alpine sable
#

haha

obsidian cave
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If you're training the model by gradient descent, I'm not sure how it would work with a non-continous operation like shifting

fiery spire
obsidian cave
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For a particular row, the value of the shift will be an integer. Say the loss is high when the value is 2, I couldn't imagine a way for the model to predict what the loss to be when increasing or decreasing the shift because it could change drastically, the next minima could be at 12 with no gradient leading towards it

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Then again not saying it's impossible, just saying it's difficult for me to imagine how it could be done

alpine sable
#

yep i had similar ideas.. the number of shifts can be anything so $\Delta(output)$ doesn't seem to have a formula at all, and it's certainly not a continuous variable

ocean sealBOT
#

AimaneSN

fiery spire
#

Even if it is not a continous, I suppose that the output of this derivation is a vector of 1 and 0,

alpine sable
fiery spire
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I can just multiply this vector by continous function like this one

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The result will be continious

alpine sable
fiery spire
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Nono

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I am confusing with an other thing

fiery spire
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doesn't make sens

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seems that it is not possible to create

alpine sable
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yeah that's what I suspect

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the values this vector takes aren't continuous

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there has to be some other way to approach your problem

fiery spire
alpine sable
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that's what I don't understand

fiery spire
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Are you familiar with ML loss backprobagation

alpine sable
fiery spire
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If not, in order to reduce the loss (difference between targeted output and the current output)

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For each parameter of the model, we derivate the loss by this parameter

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the new parameter w = w - alpha * (d(loss)/dw)

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alpha is the learning rate, somehow how quick with your model converge to the ideal parameter

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loss is the produced by differente layers which means for example loss = f(g(t(y(input)))

alpine sable
#

Ah I see

fiery spire
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so the derivation d(loss)/dw = df/dg * dg/dt * dt/dy * dy/w

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chain derivation

alpine sable
#

I suppose the loss function must be differentiable

fiery spire
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those internediate function have to be differentiable

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so the d(loss)/dw wouldn't be 0

alpine sable
#

okay, but as I said you don't have the right to write d(loss)/dw unless loss(w) is differentiable

fiery spire
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if so our parameter can not learn, to be stuck, so the loss never tend to 0

fiery spire
#

in my case one of them which is the shift function, is not differentiable

alpine sable
#

I think the shift should be replaced by something else

fiery spire
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I have to find out n approximation or a trick to make it differentiable

fiery spire
obsidian cave
#

Which matrix exactly are you shifting?

fiery spire
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the input, typical all images of a dataset

obsidian cave
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and the dataset is labeled?

fiery spire
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yes

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In my case it is a supervised classification

obsidian cave
#

which loss function are you using?

fiery spire
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CrossEntropy

obsidian cave
fiery spire
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row shifting are parameters to train

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this why I have to derivate with repect to them

obsidian cave
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the parameters themselves are being shifted?

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why not backpropagate normally?

fiery spire
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No

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inputs are being shifted

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and shifting parameters have to be trained by backprop

obsidian cave
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Ah I see

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And just to be sure is the amount that each row should be shifted in the labels?

fiery spire
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the amount that each input should be shifted is a parameter, like weight and bias

obsidian cave
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Im sorry Im confused