@@ -125,49 +125,75 @@ Find its solution set (a subspace of <m>\IR^4</m>).
125125</task >
126126<task >
127127 <p >
128- Rewrite this solution space in the form <me >\setBuilder{ a \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\end{array}\right] + b \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown \end{array}\right] }{a,b \in \IR}.</me >
128+ Rewrite this solution space in the following forms
129+ <md >\setBuilder{ a \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\end{array}\right] + b \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown \end{array}\right] }{a,b \in \IR}</md ><md >=
130+ \vspan \left\{\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\end{array}\right], \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown \end{array}\right]\right\}</md >.
129131 </p >
130132</task >
131133<task >
132134<statement >
133135 <p >
134- Which of these choices best describes the set of two vectors
135- <m >\left\{\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\end{array}\right], \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown \end{array}\right]\right\}</m >
136- used in this solution space?
136+ So, how can we use this to find a basis for the solution space?
137137<ol marker =" A." >
138138<li >
139139 <p >
140- The set is linearly dependent.
140+ Take RREF of an appropriate matrix and remove the vectors that caused
141+ a non-pivot row.
141142 </p >
142- </li >
143+ </li >
143144<li >
144145 <p >
145- The set is linearly independent.
146+ Take RREF of an appropriate matrix and remove the vectors that caused
147+ a non-pivot column.
146148 </p >
147- </li >
148- <li >
149- <p >
150- The set spans the solution space.
151- </p >
152- </li >
153- <li >
149+ </li >
150+ <li >
154151 <p >
155- The set is a basis of the solution space.
152+ Take RREF of an appropriate matrix and remove the vectors that caused
153+ a non-pivot row or column.
156154 </p >
157- </li >
155+ </li >
156+ <li >
157+ <p >
158+ This set cannot be a basis for the solution space because it will always
159+ have in a zero row in the RREF.
160+ </p >
161+ </li >
158162</ol >
159163 </p >
160164</statement >
161165<answer >
162166 <p >
163- D.
167+ B.
168+ </p >
169+ <p >
170+ This is exactly the technique used in <xref ref =" EV6" /> to find
171+ a basis from a set of spanning vectors.
164172 </p >
165173</answer >
166174</task >
167-
168-
169175</activity >
170176
177+ <observation >
178+ <p >
179+ To find a basis for the subspace
180+ <md >
181+ \vspan \left\{\left[\begin{array}{c} -2 \\ 1 \\ 0 \\ 0\end{array}\right], \left[\begin{array}{c} -1 \\ 0 \\ -4 \\ 1 \end{array}\right]\right\}
182+ </md >
183+ we may compute
184+ <md >
185+ \left[\begin{array}{cc} -2 & -1 \\ 1 & 0 \\ 0 & -4 \\ 0 & 1\end{array}\right] \sim
186+ \left[\begin{array}{cc} 1 & 0 \\ 0 & 1 \\ 0 & 0 \\ 0 & 0\end{array}\right]
187+ </md >.
188+ Because all columns are pivot columns, the set
189+ <md >
190+ \left\{\left[\begin{array}{c} -2 \\ 1 \\ 0 \\ 0\end{array}\right], \left[\begin{array}{c} -1 \\ 0 \\ -4 \\ 1 \end{array}\right]\right\}
191+ </md >
192+ is already linearly independent and therefore already a basis for the subspace.
193+ </p >
194+ </observation >
195+
196+
171197
172198<sage language =" octave" >
173199</sage >
@@ -195,44 +221,18 @@ Find its solution set (a subspace of <m>\IR^7</m>).
195221</task >
196222<task >
197223 <p >
198- Rewrite this solution space in the form <me >\setBuilder{ a \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right] + b \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right]+c \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right]+d \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right] }{a,b,c,d \in \IR}.</me >
224+ Rewrite this solution space in the following forms: <md >\setBuilder{ a \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right] + b \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right]+c \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right]+d \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right] }{a,b,c,d \in \IR}.</md >
225+ <md >
226+ =\vspan\left\{\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right], \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right],\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right],\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right]\right\}
227+ </md >.
199228 </p >
200229</task >
201230<task >
202231<statement >
203232 <p >
204- Which of these choices best describes the set of vectors
205- <m >\left\{\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right], \left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right],\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right],\left[\begin{array}{c} \unknown \\ \unknown \\ \unknown \\ \unknown\\ \unknown\\ \unknown \\ \unknown\end{array}\right]\right\}</m >
206- used in this solution space?
207- <ol marker =" A." >
208- <li >
209- <p >
210- The set is linearly dependent.
211- </p >
212- </li >
213- <li >
214- <p >
215- The set is linearly independent.
216- </p >
217- </li >
218- <li >
219- <p >
220- The set spans the solution space.
221- </p >
222- </li >
223- <li >
224- <p >
225- The set is a basis for the solution space.
226- </p >
227- </li >
228- </ol >
233+ Find a basis for this solution space.
229234 </p >
230235</statement >
231- <answer >
232- <p >
233- D.
234- </p >
235- </answer >
236236</task >
237237</activity >
238238
@@ -318,6 +318,10 @@ solution space?
318318 <p >
319319 A.
320320 </p >
321+ <p >
322+ In <xref ref =" EV4" /> we established that sets that contain the zero
323+ vector cannot be independent.
324+ </p >
321325</answer >
322326 </task >
323327</activity >
@@ -333,31 +337,46 @@ To create a computer-animated film, an animator first models a scene
333337as a subset of <m >\mathbb R^3</m >. Then to transform this three-dimensional
334338visual data for display on a two-dimensional movie screen or television set,
335339the computer could apply a linear transformation that maps visual information
336- at the point <m >(x,y,z) \in\mathbb R^3</m > onto the pixel located at
337- <m >( x+y, y-z) \in\mathbb R^2</m >.
340+ at the vector <m >\left[\begin{array}{c}x\\y\\z\end{array}\right] \in\mathbb R^3</m > onto the pixel located at
341+ <m >\left[\begin{array}{c} x+y\\ y-z\end{array}\right] \in\mathbb R^2</m >.
338342 </p >
339343 </introduction >
340344 <task >
341345 <statement >
342346 <p >
343- What homogeneous linear system describes the positions <m >(x,y,z)</m >
347+ What homogeneous linear system describes the positions
348+ <m >\left[\begin{array}{c}x\\y\\z\end{array}\right]</m >
344349within the original scene that would be aligned with the
345- pixel <m >(0,0) </m > on the screen?
350+ pixel <m >\left[\begin{array}{c}0\\0\end{array}\right] </m > on the screen?
346351 </p >
347352 </statement >
353+ <answer >
354+ <p ><md >x+y=0</md ><md >y-z=0</md ></p >
355+ </answer >
348356 </task >
349357 <task >
350358 <statement >
351359 <p >
352- Solve this system to describe these locations.
360+ Find a basis for the solution set of this system. What best describes the
361+ shape of the data that gets projected onto this single point of the screen?
362+ <ol marker =" A." >
363+ <li ><p >A point</p ></li >
364+ <li ><p >A line</p ></li >
365+ <li ><p >A plane</p ></li >
366+ </ol >
353367 </p >
354368 </statement >
369+ <answer >
370+ <p >B.</p >
371+ <p >The basis <m >\left\{\left[\begin{array}{c}-1\\1\\1\end{array}\right]\right\}</m > describes a one-dimensional line.</p >
372+ </answer >
355373 </task >
356374</activity >
357375<sage language =" octave" >
358376</sage >
359377
360378
379+
361380 </subsection >
362381
363382 <subsection >
0 commit comments