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   <h2 class="likechapterHead"><a 
 id="x22-59000"></a>Chapter V&#x00A0;&#x00A0;Vectors</h2>
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</p><!--l. 10--><p class="indent" >   We have worked extensively in the last chapter with matrices, and some with
vectors. In this chapter we will develop the properties of vectors, while preparing
to study vector spaces (<a 
href="fcla-xml-1.32li35.xml#chapter.VS">Chapter&#x00A0;VS</a>). Initially we will depart from our
study of systems of linear equations, but in <a 
href="fcla-xml-1.32li23.xml#section.LC">Section&#x00A0;LC</a> we will forge a
connection between linear combinations and systems of linear equations in
<a 
href="fcla-xml-1.32li23.xml#theorem.SLSLC">Theorem&#x00A0;SLSLC</a>. This connection will allow us to understand systems of
linear equations at a higher level, while consequently discussing them less
frequently.
</p>
   <div class="likesectionTOCS">
   &#x00A0;<span class="likesectionToc" ><a 
href="fcla-xml-1.32li22.xml#x23-60000">Section VO Vector Operations</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li22.xml#x23-61000" id="QQ2-23-61">Subsection VEASM: Vector Equality, Addition, Scalar Multiplication</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li22.xml#x23-62000" id="QQ2-23-62">Subsection VSP: Vector Space Properties</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li22.xml#x23-63000" id="QQ2-23-63">Subsection READ: Reading Questions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li22.xml#x23-64000" id="QQ2-23-64">Subsection EXC: Exercises</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li22.xml#x23-65000" id="QQ2-23-65">Subsection SOL: Solutions</a></span>
<br />   &#x00A0;<span class="likesectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-66000">Section LC Linear Combinations</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-67000" id="QQ2-24-67">Subsection LC: Linear Combinations</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-68000" id="QQ2-24-68">Subsection VFSS: Vector Form of Solution Sets</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-69000" id="QQ2-24-69">Subsection PSHS: Particular Solutions, Homogeneous Solutions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-70000" id="QQ2-24-70">Subsection READ: Reading Questions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-71000" id="QQ2-24-71">Subsection EXC: Exercises</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li23.xml#x24-72000" id="QQ2-24-72">Subsection SOL: Solutions</a></span>
<br />   &#x00A0;<span class="likesectionToc" ><a 
href="fcla-xml-1.32li24.xml#x25-73000">Section SS Spanning Sets</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li24.xml#x25-74000" id="QQ2-25-74">Subsection SSV: Span of a Set of Vectors</a></span>
                                                                          

                                                                          
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li24.xml#x25-75000" id="QQ2-25-75">Subsection SSNS: Spanning Sets of Null Spaces</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li24.xml#x25-76000" id="QQ2-25-76">Subsection READ: Reading Questions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li24.xml#x25-77000" id="QQ2-25-77">Subsection EXC: Exercises</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li24.xml#x25-78000" id="QQ2-25-78">Subsection SOL: Solutions</a></span>
<br />   &#x00A0;<span class="likesectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-79000">Section LI Linear Independence</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-80000" id="QQ2-26-80">Subsection LISV: Linearly Independent Sets of Vectors</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-81000" id="QQ2-26-81">Subsection LINM: Linear Independence and Nonsingular Matrices</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-82000" id="QQ2-26-82">Subsection NSSLI: Null Spaces, Spans, Linear Independence</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-83000" id="QQ2-26-83">Subsection READ: Reading Questions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-84000" id="QQ2-26-84">Subsection EXC: Exercises</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li25.xml#x26-85000" id="QQ2-26-85">Subsection SOL: Solutions</a></span>
<br />   &#x00A0;<span class="likesectionToc" ><a 
href="fcla-xml-1.32li26.xml#x27-86000">Section LDS Linear Dependence and Spans</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li26.xml#x27-87000" id="QQ2-27-87">Subsection LDSS: Linearly Dependent Sets and Spans</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li26.xml#x27-88000" id="QQ2-27-88">Subsection COV: Casting Out Vectors</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li26.xml#x27-89000" id="QQ2-27-89">Subsection READ: Reading Questions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li26.xml#x27-90000" id="QQ2-27-90">Subsection EXC: Exercises</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li26.xml#x27-91000" id="QQ2-27-91">Subsection SOL: Solutions</a></span>
<br />   &#x00A0;<span class="likesectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-92000">Section O Orthogonality</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-93000" id="QQ2-28-93">Subsection CAV: Complex Arithmetic and Vectors</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-94000" id="QQ2-28-94">Subsection IP: Inner products</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-95000" id="QQ2-28-95">Subsection N: Norm</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-96000" id="QQ2-28-96">Subsection OV: Orthogonal Vectors</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-97000" id="QQ2-28-97">Subsection GSP: Gram-Schmidt Procedure</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-98000" id="QQ2-28-98">Subsection READ: Reading Questions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-99000" id="QQ2-28-99">Subsection EXC: Exercises</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-100000" id="QQ2-28-100">Subsection SOL: Solutions</a></span>
<br />   &#x00A0;&#x00A0;<span class="likesubsectionToc" ><a 
href="fcla-xml-1.32li27.xml#x28-101000" id="QQ2-28-101">Annotated Acronyms V: Vectors</a></span>
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