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In \({\mathbb{R}^{\bf{2}}}\), let \(S = \left\{ {\left( {\begin{aligned}{{}{}}{\bf{0}}\\y\end{aligned}} \right):{\bf{0}} \le y < {\bf{1}}} \right\} \cup \left\{ {\left( {\begin{aligned}{{}{}}{\bf{2}}\\{\bf{0}}\end{aligned}} \right)} \right\}\). Describe (or sketch) the convex hull of S.

Short Answer

Expert verified

\({k_1}{v_1} + {k_2}{v_2} + ...... + {k_n}{v_n} + \left( 0 \right){v_{n + 1}}\)

Step by step solution

01

Step 1:Find constants for convex of the hull

Let \({c_1}\), \({c_2}\),…., \({c_n}\)be constants(\({c_i} \ge 0,\,\forall i\)). Alsofor some constants\({k_1}\), \({k_2}\),….,\({k_n}\),

\({k_1} = \frac{{{c_1}}}{{{c_1} + {c_2} + .... + {c_n}}},\,\,{k_2} = \frac{{{c_2}}}{{{c_1} + {c_2} + .... + {c_n}}}\,,..............,{k_n} = \frac{{{c_n}}}{{{c_1} + {c_2} + .... + {c_n}}}\).

And

\({c_1} + {c_2} + ...... + {c_n} = 1\).

For the above constants,

\(\begin{aligned}{}{k_1} + {k_2} + .... + {k_n} &= \frac{{{c_1}}}{{{c_1} + {c_2} + ... + {c_n}}} + ..... + \frac{{{c_n}}}{{{c_1} + {c_2} + ... + {c_n}}}\\ &= \frac{{{c_1} + {c_2} + ..... + {c_n}}}{{{c_1} + {c_2} + ..... + {c_n}}}\\ &= 1\end{aligned}\)

02

Find the convex hull

The given vector sets are:

\({v_1} = \left( {\begin{aligned}{{}{}}0\\{{y_1}}\end{aligned}} \right)\), \({v_2} = \left( {\begin{aligned}{{}{}}0\\{{y_2}}\end{aligned}} \right)\),…………,\({v_n} = \left( {\begin{aligned}{{}{}}0\\{{y_n}}\end{aligned}} \right)\), \({v_{n + 1}} = \left( {\begin{aligned}{{}{}}2\\0\end{aligned}} \right)\)

Therefore,theconvex hullhas elements in it, which is given by the expression:

\({k_1}{v_1} + {k_2}{v_2} + ...... + {k_n}{v_n} + \left( 0 \right){v_{n + 1}}\)

So, the vector \({\bf{y}}\) is \(2{{\bf{v}}_1} - \frac{3}{2}{{\bf{v}}_2} + \frac{1}{2}{{\bf{v}}_3}\).

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Most popular questions from this chapter

Explain why a cubic Bezier curve is completely determined by \({\mathop{\rm x}\nolimits} \left( 0 \right)\), \(x'\left( 0 \right)\), \({\mathop{\rm x}\nolimits} \left( 1 \right)\), and \(x'\left( 1 \right)\).

Let \({\bf{x}}\left( t \right)\) be a cubic Bézier curve determined by points \({{\bf{p}}_o}\), \({{\bf{p}}_1}\), \({{\bf{p}}_2}\), and \({{\bf{p}}_3}\).

a. Compute the tangent vector \({\bf{x}}'\left( t \right)\). Determine how \({\bf{x}}'\left( 0 \right)\) and \({\bf{x}}'\left( 1 \right)\) are related to the control points, and give geometric descriptions of the directions of these tangent vectors. Is it possible to have \({\bf{x}}'\left( 1 \right) = 0\)?

b. Compute the second derivative and determine how and are related to the control points. Draw a figure based on Figure 10, and construct a line segment that points in the direction of . [Hint: Use \({{\bf{p}}_1}\) as the origin of the coordinate system.]

Question: 11. In Exercises 11 and 12, mark each statement True or False. Justify each answer.

11. a. The set of all affine combinations of points in a set \(S\) is called the affine hull of \(S\).

b. If \(\left\{ {{{\rm{b}}_{\rm{1}}}{\rm{,}}.......{{\rm{b}}_{\rm{2}}}} \right\}\) is a linearly independent subset of \({\mathbb{R}^n}\) and if \({\bf{p}}\) is a linear combination of \({{\rm{b}}_{\rm{1}}}.......{{\rm{b}}_{\rm{k}}}\), then \({\rm{p}}\) is an affine combination of \({{\rm{b}}_{\rm{1}}}.......{{\rm{b}}_{\rm{k}}}\).

c. The affine hull of two distinct points is called a line.

d. A flat is a subspace.

e. A plane in \({\mathbb{R}^3}\) is a hyper plane.

Question: Suppose that the solutions of an equation \(A{\bf{x}} = {\bf{b}}\) are all of the form \({\bf{x}} = {x_{\bf{3}}}{\bf{u}} + {\bf{p}}\), where \({\bf{u}} = \left( {\begin{array}{*{20}{c}}{\bf{4}}\\{ - {\bf{2}}}\end{array}} \right)\) and \({\bf{p}} = \left( {\begin{array}{*{20}{c}}{ - {\bf{3}}}\\{\bf{0}}\end{array}} \right)\). Find points \({{\bf{v}}_{\bf{1}}}\) and \({{\bf{v}}_{\bf{2}}}\) such that the solution set of \(A{\bf{x}} = {\bf{b}}\) is \({\bf{aff}}\left\{ {{{\bf{v}}_{\bf{1}}},\,{{\bf{v}}_{\bf{2}}}} \right\}\).

Question: 23. Let \({{\bf{v}}_1} = \left( \begin{array}{l}1\\1\end{array} \right)\), \({{\bf{v}}_2} = \left( \begin{array}{l}3\\0\end{array} \right)\), \({{\bf{v}}_3} = \left( \begin{array}{l}5\\3\end{array} \right)\) and \({\bf{p}} = \left( \begin{array}{l}4\\1\end{array} \right)\). Find a hyperplane \(f:d\) (in this case, a line) that strictly separates \({\bf{p}}\) from \({\rm{conv}}\left\{ {{{\bf{v}}_1},{{\bf{v}}_2},{{\bf{v}}_3}} \right\}\).

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