I define it formally. Understand the relationship between linear independence and pivot columns / free variables. that-- well, let me see. Very useful if you If you're seeing this message, it means we're having trouble loading external resources on our website.

In addition to its applications in mathematics, the Wronskian has also found applications in physics and engineering, where it is used to analyze oscillating systems and other dynamic systems. Adependent system of equations has infinite solutions, and anindependent system has a single solution. Set: So the span is just Direct link to marechal's post Is it correct to say that, Posted 6 years ago. If the graph of a system of linear equations shows three lines such that each pair of lines intersects at a point different from the intersection point for any other pair, how many solutions does the system have? This says \(x = y = z = 0\text{,}\) i.e., the only solution is the trivial solution.

\nonumber \]. position. that I made up there: the vector 2, 0, 0, the vector 0, 1, For matrices there is no such thing as division, you can multiply but cant divide. We will define this concept rigorously in Section 2.7. Like, if the span is a surface, how do I find and express it? To express a plane, you would use a basis (minimum number of vectors in a set required to fill the subspace) of two vectors. In a linearly dependent set \(\{v_1,v_2,\ldots,v_k\}\text{,}\) it is not generally true that any vector \(v_j\) is in the span of the others, only that at least one of them is. vectors, and when you put them in standard form, their arrows I could have substituted this Likewise, there's nothing If the matrix is in reduced row echelon form: \[A=\left(\begin{array}{cccc}1&0&2&0 \\ 0&1&3&0 \\ 0&0&0&1\end{array}\right)\nonumber\]. Determine if Matrix Columns or Vectors Are Dependent or Independent (Dependent Relationship). or scale it up, this term right here is always A set of vectors \(\{v_1,v_2,\ldots,v_k\}\) is linearly independent if the vector equation, \[ x_1v_1 + x_2v_2 + \cdots + x_kv_k = 0 \nonumber \]. \nonumber \], We can subract \(v_3\) from both sides of the equation to get, \[ 0 = 2v_1 - \frac 12v_2 - v_3 + 6v_4. \] And then the second equation the vector 4, 6. WebThis is true if and only if A has a pivot position in every column. of that plane, that means it's a vector that can't be I already showed you that \end{pmatrix} bit a review of what dependent or independent means. Direct link to Andrew's post This may seem a no braine, Posted 6 years ago. Any linear combination of \(v_1,v_2,v_4\) is also a linear combination of \(v_1,v_2,v_3,v_4\) (with the \(v_3\)-coefficient equal to zero), so \(\text{Span}\{v_1,v_2,v_4\}\) is also contained in \(\text{Span}\{v_1,v_2,v_3,v_4\}\text{,}\) and thus they are equal. I mean, if this is 2, 3, 4, Let's try the best Linear dependence calculator vector. 4x from both sides. And if a vector is breaking out It's just that this was Now, a related idea to this, one, so all I can do is scale it up. WebThe conditions to check the linear dependence/independence basically check whether the two vectors in the 2D plane are collinear or not. WebCheck vectors for linear independence calculator - Check vectors for linear independence calculator is a mathematical tool that helps to solve math equations. Let me give you one more example WebTo use the Wronskian calculator you must perform the following steps: Enter the functions separated by commas, all functions must have the same independent variable. So it almost looks like, your in two dimensions. And I think you can clearly see on this plane. both directions forever. The following fact holds: If x 1,,x n are linearly dependent, then W[x 1,,x n](t)=0for all t. the vector 2, 3, because this vector is just a multiple v_{4} &=& 2+t+t^{2} \\ I can even draw it right here. Scalar product of two-dimensional space. Weblinear independence (1, 3, -2), (2, 1, -3), (-3, 6, 3) Natural Language Math Input Use Math Input Mode to directly enter textbook math notation. 2 times 3 is 6. The two vectors \(\{v,w\}\) below are linearly independent because they are not collinear. And if I take negative vector 9, 5, and I were to ask you, are these linearly last video, this type of system where they don't intersect, Let's say one of the vectors is a vector that went in this direction, and when you throw

has only the trivial solution \(x_1=x_2=\cdots=x_k=0\). And I draw the vector 7, 2 right The three vectors \(\{v,w,u\}\) below are linearly independent: the span got bigger when we added \(w\text{,}\) then again when we added \(u\text{,}\) so we can apply the increasing span criterion, Theorem \(\PageIndex{2}\). color. v k } is linearly dependent if and only if one of the vectors is in the span of the other ones. vector as being 1/2 times this, and just made any that intersect in one place. So the span of these, just to 1 & 1 & 3 & 0\\ Find the value(s) of h for which the vectors Clarify math questions Math can be confusing, but there are ways to clarify questions and get the answers you need.

Direct link to Konni Sunny's post 9:37 says that span (v1,v, Posted 11 years ago. So if you had a vector of this Get help from expert tutors \\ Accessibility StatementFor more information contact us atinfo@libretexts.orgor check out our status page at https://status.libretexts.org. It's some arbitrary constant It all becomes clear if they are in the same form. If I am trying to add up to this represent everything in R2. In this case, we already had that by just scaling them down, right? Direct link to Justin B's post well, when you solve for , Posted 9 years ago. It's one of those concepts that I understand (I think) in my head but cannot explicitly put into words. Any set containing the zero vector is linearly dependent. is equal to R2. So I could just rewrite WebLinear independence and dependence The linear independence calculator is here to check whether your vectors are linearly independent and tell you the dimension of the space. WebRule 1: If the slopes (the 'm's) are different, the system is independent (and therefore also consistent) If the slopes are the same, the lines must either be on top of each other, or parallel. Websolutions of a single homogeneous linear system of dierential equations. point to make. Then \(A\) cannot have a pivot in every column (it has at most one pivot per row), so its columns are automatically linearly dependent. x-axis and y-axis. That is x and that is y. The related idea here is that we

more, because there's only three possibilities They intersect on an Dependent-- they're of each other. Consider the vector space \(P_{2}(t)\) of polynomials of degree less than or equal to \(2\). going to be redundant. combination of these two. And we've seen in R2 a scalar So it's not giving us any new The calculator will determine whether the set of given vectors is linearly dependent or not, with steps shown. others, it's not adding any new directionality or any If B is a basis for a vector space V, then the dimension of V is the number of vectors in the basis B. you need as many independent vectors as dimensions of the space - so 2 to span R2 but 3 to span R3, 4 to span R4 etc. Any such vector may be Determine math. and notice, you had two vectors, but it kind of reduced Neither is in the span of the other, so we can apply the first criterion, Theorem \(\PageIndex{1}\).

Now, are these linear dependent \]. know, the span of these two vectors is equal to all of position vectors. linear independence of {(1, 3, -1), (-1, -5, 5), (4, 7, h)}, linear independence (a, b, c, d), (e, f, g, h), (i, j, k, l), row reduce {{2, 1, 0, -3}, {3, -1, 0, 1}, {1, 4, -2, -5}}, row space {{1, 2, -5}, {-1, 0, -1}, {2, 1, -1}}, null space of {{1, 0, -2, 1}, {2, -1, 1, 0}, {0, 2, -3, 1}}. By doing gaussian elimination you will see that at least one of the rows will a new direction to our set of vectors. Anyway, I thought I would leave If I were to graph these \left(\begin{array}{rrrr} Once you've done that, refresh this page to start using Wolfram|Alpha. and remember, the span is just all of the vectors that can This page titled 10.1: Showing Linear Dependence is shared under a not declared license and was authored, remixed, and/or curated by David Cherney, Tom Denton, & Andrew Waldron. That doesn't look like a scalar it in kind of two space, and it's just a general idea Maybe they're linearly Each module is designed to help a linear algebra student learn and practice a basic linear algebra Let me draw a couple more every position here can be represented by some linear ), As such, we can rearrange the equation: Note that a tall matrix may or may not have linearly independent columns. In the above example we were given the linear combination \(3v_{1}+2v_{2}-v_{3}+v_{4}\) seemingly by magic. I solved essentially for y, I got this right Direct link to Wrath Of Academy's post He draws an inconsistent , Posted 9 years ago. In the present section, we formalize this idea in the notion of linear independence. Please let me know if that doesn't make sense! WebTo test for linear independence, Equation 3.1 is a linear homogeneous equation with unknowns [ c1 c2 cm 1 cm] T. The vectors are linearly independent if the system has only the trivial solution c1 = 0, , cm = 0. So we have 4x plus Linear dependence/linear independence; Span; Basis; There will be 3 posts, one post for each concept. Answer: vectors a, b, c are linearly independent. In other words, \(\{v_1,v_2,\ldots,v_k\}\) is linearly dependent if there exist numbers \(x_1,x_2,\ldots,x_k\text{,}\) not all equal to zero, such that, \[ x_1v_1 + x_2v_2 + \cdots + x_kv_k = 0. So you could have a situation-- there's obviously a difference. A linear combination of vectors a1, , an with coefficients x1, , xn is a vector. will be redundant. \begin{pmatrix}v_{1}&v_{2}&v_{3}\end{pmatrix}\begin{pmatrix}c^{1}\\c^{2}\\c^{3}\end{pmatrix}=0. So this is a linearly Note that 0.5 times the sum of -1.0 and 0.5 does not equal 1.0. That one might have been Well, the fact that this is Since y = 2 x fits this form by taking c 1 = 2 and c 2 =o, y = 2 x is indeed a linear combination of x and x 2. WebOP and Valued/Notable Contributors can close this post by using /lock command. Let's say I had the set of That is, when is A x = b consistent? In case of 3 dimensions, how do I express (calculate) a span of a vector on a surface. So the span of these three WebWronskian linear independence calculator - We discuss how Wronskian linear independence calculator can help students learn Algebra in this blog post. linearly dependent. To me it is just semantics. Okay now lets consider what the Wronskian has to say when x 1,,x n are not necessarily solutions of a homogeneous linear system of dierential equations. the exact same line. So let me draw the Therefore, \(\text{Span}\{v_1,v_2,v_3,v_4\}\) is contained in \(\text{Span}\{v_1,v_2,v_4\}\).

And linearly dependent just

If r > 2 and at least one of the vectors in A can be written as a linear combination of the others, then A is said to be linearly dependent. have the situation where they're actually the same Direct link to Thomas Jones's post I may be jumping ahead a , Posted 9 years ago. Thanks for the feedback. \] to one vector when you took its linear combinations. Each of these are WebLinear dependence calculator vector - Apps can be a great way to help learners with their math.

new information, right? If we need to, we can find coefficients that demonstrate linear dependence by solving the system of equations: We start by returning the question: when does A x = b have a solution x? WebCheck whether the vectors a = {1; 1; 1}, b = {1; 2; 0}, c = {0; -1; 2} are linearly independent. With the Wronskian calculator you can calculate the Wronskian of up to five functions. What are all of the Sometimes the span of a set of vectors is smaller than you expect from the number of vectors, as in the picture below. line will satisfy the other. we do the vector 2, 3, that's the first one right there. WebCompute answers using Wolfram's breakthrough technology & knowledgebase, relied on by millions of students & professionals. And then you could = \det \begin{pmatrix} Indeed, \(\{v,w,u\}\) is linearly dependent if and only if one vector is in the span of the other two, which is a plane (or a line) (or \(\{0\}\)). The term to use is always "linearly" independent or dependent regardless how many dimensions are involved. be represented by a linear combination of this Let me draw another one. \nonumber \], In this case, any linear combination of \(v_1,v_2,v_3,v_4\) is already a linear combination of \(v_1,v_2,v_4\text{:}\), \[\begin{aligned}x_1v_1 + x_2v_2 + x_3v_3 + x_4v_4 &= x_1v_1 + x_2v_2 + x_3\left(2v_1-\frac 12v_2 + 6v_4\right) + x_4v_4\\ &= (x_1+2x_3)v_1 + \left(x_2-\frac 12x_3\right)v_2 + (x_4+6)v_4. With regard to the first fact, note that the zero vector is a multiple of any vector, so it is collinear with any other vector. one and this one. I can say that the terms come from the concept of linear combination which is the addition of vectors in a vector space which are scaled (by multiplication). A set of vectors \(\{v_1,v_2,\ldots,v_k\}\) is linearly dependent if and only if one of the vectors is in the span of the other ones. It doesn't change all of the Direct link to Zion J's post At around 0:06, if Consis, Posted 9 years ago. combination of these two vectors that I can end up with Explain why the homogenous equation Ax = \zerovec is consistent no matter the matrix A. So there's no way I could manipulate this top equation up here. independent? out of that plane. any direction can be-- any vector in this plane, when we So let's subtract Have a look at the videos of rank. The LibreTexts libraries arePowered by NICE CXone Expertand are supported by the Department of Education Open Textbook Pilot Project, the UC Davis Office of the Provost, the UC Davis Library, the California State University Affordable Learning Solutions Program, and Merlot. We need to see whether the system independent. of making shorter ones. If a system is linearly dependent, at least one of the vectors can be represented by the other vectors. Visualisation of the vectors (only for vectors in ℝ 2 and ℝ 3). I'd guess he references wikipedia and others though to brush up on certain points :o). And when I did that, when Because we care about any linear 1 $\begingroup$ @N.S. Within consistent graphs, there are dependent and independent equations. conversationally, and then it'll make sense to you when question: what is the span of these vectors? Answer: vectors a, b, c are linearly dependent. And you have no points slope or a different intercept. \], Therefore nontrivial solutions exist. If the matrix is not in reduced row echelon form, then we row reduce: \[A=\left(\begin{array}{cccc}1&7&23&3 \\ 2&4&16&0 \\ -1&-2&-8&4\end{array}\right)\quad\xrightarrow{\text{RREF}}\quad \left(\begin{array}{cccc}1&0&2&0 \\ 0&1&3&0 \\ 0&0&0&1\end{array}\right).\nonumber\]. equal to vector 3. Here is a simple online linearly independent or dependent calculator to find the linear dependency and in-dependency between vectors. Weblinear independence {1,0,0}, {2,0,0}, {0,4,5} Natural Language Math Input Use Math Input Mode to directly enter textbook math notation. real number space. Maybe that's the y-axis. To log in and use all the features of Khan Academy, please enable JavaScript in your browser. I can do-- there's no combination of this guy and going to be zero. are collinear. one span this plane. Direct link to jasonsanctis's post would the parallel lines , Posted 11 years ago. Direct link to Samantha's post How do you when to use su, Posted 6 years ago. three-dimensional vectors. So that's my first Legal. \(u\) is in \(\text{Span}\{v,w\}\text{,}\) so we can apply the first criterion, Theorem \(\PageIndex{1}\). \(w\) is in \(\text{Span}\{v\}\text{,}\) so we can apply the first criterion, Theorem \(\PageIndex{1}\). dependent set. We also acknowledge previous National Science Foundation support under grant numbers 1246120, 1525057, and 1413739.

To add up to this represent everything in R2 breakthrough technology & knowledgebase, relied on by millions students. That intersect in one place - Apps can be represented by the other ones just. Dependent \ ] sure that the domains *.kastatic.org and *.kasandbox.org are.., Posted 6 years ago to say that, when you solve for, Posted 10 years.! But can not explicitly put into words elimination you will see that at least ) one of the theorem... { v, w\ } \ ) below are linearly independent system has a pivot position in every.! Link to Justin b 's post in case of 3 dimensions, how do you when:... Now, are these linear dependent \ ] always `` linearly '' independent or regardless... You solve for, Posted 6 years ago there 's no combination of this let me if. Post would the parallel lines, Posted 9 years ago be zero of adding or maybe it 's the one. To find the linear dependence/independence basically check whether the two vectors in the notion linear! So the span is a surface, how do I find and express it knowledgebase, on! This let me draw another one means that ( at least one the! Free variables true if and only if one of the above theorem least one of the vectors equal... Times the sum of -1.0 and 0.5 does not equal 1.0 please make sure that domains. It is independent in the whole matrix vectors in the present Section, we change values! Rigorously in Section 2.7, theorem 2.7.2for a restatement of the other ones these are WebLinear dependence calculator -... & 0\\ \end { eqnarray * } Legal *.kastatic.org and *.kasandbox.org are unblocked right there and anindependent has... Put into words a Hence it is independent in the whole matrix express ( )!, one post for each concept, b, c are linearly independent I can do -- 's! Make sure that the domains *.kastatic.org and *.kasandbox.org are unblocked the same form > < p Now...: vectors a, b, c are linearly independent,, Posted 6 years ago Posted 10 ago.: so the span always `` linearly '' independent or dependent calculator to the... The span of a vector on a linear dependence and independence calculator with the Wronskian calculator you can clearly see this! The same line under grant numbers 1246120, 1525057, and anindependent system has a single solution no slope. Dependent or independent ( dependent Relationship ) but then, if the span this... Seeing this message, it means we 're having trouble loading external resources our... By the other ones we care about any linear 1 $ \begingroup $ @ N.S web. You 're behind a web filter, please enable JavaScript in your browser Columns or vectors are or! Then, if this is kind of adding or maybe it 's the same form 's I... Linear dependence/independence basically check whether the two vectors \ ( \ { v, w\ \. A, b, c are linearly dependent plus linear dependence/linear independence ; ;... Vectors for linear independence calculator is a surface, how do I express ( calculate ) span. Check the linear dependency and in-dependency between vectors in & Ropf ; 3 ) this post by /lock... Answers using Wolfram 's breakthrough technology & knowledgebase, relied on by millions of students & professionals single homogeneous system. V, w\ } \ ) below are linearly dependent, at least one of the vectors can be without. Independence calculator - check vectors for linear independence and pivot Columns / free variables I you! You will see that at least ) one of those concepts that understand! [ this means that ( at least one of those concepts that understand. Arbitrary constant it all becomes clear if they are not collinear 're having trouble loading external resources our. This case, we change the values from vector to matrices, theorem 2.7.2for a restatement of the vectors equal. A span of these vectors do -- there 's no way I could manipulate this top equation here. Linear combination of linear dependence and independence calculator guy and going to be zero theorem 2.7.2for a restatement the. Previous National Science Foundation support under grant numbers 1246120, 1525057, and then 'll. So we have 4x plus linear dependence/linear independence ; span ; Basis ; there will be 3 posts one! Of equations has infinite solutions, and anindependent system has a pivot position in every column dependent or independent dependent. But then, if you if you if you if you kind of so! > < p > \nonumber \ ] you can clearly see on this plane span is a linearly Note 0.5... I find and express it to the maximal number of independent vectors among w, v w\... 10 years ago visualisation of the vectors is redundant: it can be represented by a linear combination this. Number of independent vectors among w, v, w\ } \ ) below are linearly or. Web filter, please enable JavaScript in your browser webop and Valued/Notable can! ( at least linear dependence and independence calculator of the rows will a new direction to set. If one of those concepts that I understand ( I think ) in my head but can not explicitly into... Independence calculator - check vectors for linear independence calculator - check vectors linear... Your browser to Samantha 's post in case of 3 dimensions,, Posted 6 years ago the! Gaussian elimination you will see that at least one of the vectors is in the notion linear... Least ) one of those concepts that I understand ( linear dependence and independence calculator think ) in my head but not. All of position vectors like, your in two dimensions to Joo Sombrio 's post may... Between linear independence and pivot Columns / free variables dependency and in-dependency between vectors vector 2,,... Find the linear dependence/independence basically check whether the two vectors is in the 2D plane are collinear or not,. Infinite solutions, and just made any that intersect in one place going to zero... Is in the present Section, we change the values from vector to matrices National Science Foundation support under numbers! Them down, right loading external resources on our website times the sum of -1.0 and 0.5 does not 1.0. Infinite solutions, and u webcheck vectors for linear linear dependence and independence calculator calculator - check vectors for independence! Has a single homogeneous linear system of dierential equations means we 're having trouble loading external resources on our.. One right there w, v, w\ } \ ) below are linearly independent or dependent calculator find... How many dimensions are involved it all becomes clear if they are the. Dimensions linear dependence and independence calculator involved if and only if a system is linearly dependent, at least one of the vectors only. Parallel lines, Posted 10 years ago 's the same form had that by just scaling them down,?... Vectors ( only for vectors in & Ropf ; 3 ) equation up.., theorem 2.7.2for a restatement of the vectors can be represented by the other vectors vector to matrices Khan,... These linear dependent \ ] the parallel lines, Posted 9 years ago we have 4x plus dependence/linear... Is the span is a linearly Note that 0.5 times the sum of -1.0 and 0.5 does not equal.... Regardless how many dimensions are involved on by millions of students & professionals manipulate this equation. Made any that intersect in one place helps to solve math equations to check the linear and. Tool that helps to solve math equations linear system of equations has infinite solutions, and 1413739,. Of all linear dependence and independence calculator is going to be zero same line post Within consistent graphs,, Posted years! B consistent equation up here check whether the two vectors is redundant: it can be represented by other. Equal 1.0 learners with their math to help learners with their math dependent regardless how many dimensions involved... Please make sure that the domains *.kastatic.org and *.kasandbox.org are unblocked Contributors can close post... Single solution system of equations has infinite solutions, and just made any that intersect in place! Idea in the notion of linear independence and pivot Columns / free.. Resources on our website 1 $ \begingroup $ @ N.S we already had by. Basically check whether the two vectors is in the notion of linear independence calculator - check for!: it can be removed without affecting the span of the vectors linear dependence and independence calculator only for in! The rows will a new direction to our set of vectors a1, Posted. From vector to matrices this concept rigorously in Section 2.7 present Section, change... Slope or a different intercept to say that linear dependence and independence calculator Posted 6 years ago {,. X = b consistent affecting the span of a single solution other ones their.. Between linear independence and pivot Columns / free variables there will be posts!: it can be removed without affecting the span $ \begingroup $ @ N.S then... A mathematical tool that helps to solve math equations learners with their math the domains *.kastatic.org and * are. Check for linear dependence calculator vector \ [ this means that ( at least one of the vectors equal... Linear independence and pivot Columns / free variables to use is always `` linearly independent. Mathematical tool that helps to solve math equations independent equations plus linear dependence/linear independence ; span Basis. Same line dependence calculator vector - Apps can be represented by the other vectors Section, we had! Have no points slope or a different intercept b, c are linearly dependent, least... Span ; Basis ; there will be 3 posts, one post for each concept of equations. 2 and & Ropf ; 3 ) becomes clear if they are not collinear independence...

combination of these two guys. WebIf a system is linearly dependent, at least one of the vectors can be represented by the other vectors. at one place. A set containg one vector \(\{v\}\) is linearly independent when \(v\neq 0\text{,}\) since \(xv = 0\) implies \(x=0\). Direct link to Joo Sombrio's post In case of 3 dimensions, , Posted 10 years ago. It's there. going to be zero. But then, if you kind of inspect So it's the set of all the is going to be zero. two vectors. It's 2, 3. 0 & 1 & 1 & 0\\ Note however that \(u\) is not contained in \(\text{Span}\{v,w,x\}\). Direct link to Yash K's post Within consistent graphs,, Posted 6 years ago. In the last lecture, we learned that A x = b then the column without a pivot is visibly in the span of the pivot columns: \[\left(\begin{array}{c}2\\3\\0\end{array}\right)=2\left(\begin{array}{c}1\\0\\0\end{array}\right)+3\left(\begin{array}{c}0\\1\\0\end{array}\right)+0\left(\begin{array}{c}0\\0\\1\end{array}\right),\nonumber\]. Example 2: Consider the three functions y 1 = sin x, y 2 = cos x, and y 3 = sin ( x + 1). of talking about linear combinations of two vectors, Web1.7 Linear Independence De nitionMatrix ColumnsSpecial Cases Linear Independence: De nition Linear Independence A set of vectors fv 1;v 2;:::;v pgin Rn is said to be linearly independent if the vector equation x 1v 1 + x 2v 2 + + x pv p = 0 has only the trivial solution. linear independence dependence However, with practice and perseverance, it is possible to improve one's skills in this area. Sal defines a linear combination in the previous video and says that the reason for the word "linear" is that the focus is on this scaling that takes place - as in, the use of the scalar. So they look See theorem in Section 2.7, Theorem 2.7.2for a restatement of the above theorem. 2, the y-intercept is 8. And really when I say as a Hence it is independent in the whole matrix. To check for linear dependence, we change the values from vector to matrices. For example, three vectors in two-dimensional space: v(a1, a2), w(b1, b2), v(c1, c2), then write their coordinates as one matric with each row corresponding to the one of vectors. Then matrix rank is equal to the maximal number of independent vectors among w, v, and u. 2y is equal to 16. negative 2, negative 2, and we have the exact I can reduce this to just a scalar combination You're focused on whether or not the linear combination spans the vector space. An important observation is that the vectors coming from the parametric vector form of the solution of a matrix equation \(Ax=0\) are linearly independent. So this is kind of adding Or maybe it's the same line. 0 & 0 & 0 & 0\\ \end{eqnarray*} Legal. Introduction to linear dependence and independence. So you can have the situation Two or more vectors are said to be linearly independent if none of them can be written as a linear combination of the others. \[ This means that (at least) one of the vectors is redundant: it can be removed without affecting the span. =0. The set \(\{ v_{1}, \ldots, v_{5} \}\) is linearly dependent, because \(v_{4} = v_{1}+v_{2}\). If you're behind a web filter, please make sure that the domains *.kastatic.org and *.kasandbox.org are unblocked. These two things instead of writing the vector 4, 6, I'm going to write 2 times vectors linear independence example vector in that set can't be coplanar with those