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\begin{theindex}
\item $\in $, \hyperpage{2}
\item $\notin $, \hyperpage{2}
\item $n^{\textrm {th}}$ Roots of Unity, \hyperpage{48}
\item $n^{\textrm {th}}$ root
\subitem of a complex number, \hyperpage{43, 44}
\item $x$-axis, \hyperpage{12}
\item $x$-coordinate, \hyperpage{12}
\item $y$-axis, \hyperpage{12}
\item $y$-coordinate, \hyperpage{12}
\indexspace
\item abscissa, \hyperpage{12}
\item absolute value, \hyperpage{14}
\item adjugate, \hyperpage{316}
\item antisymmetric, \hyperpage{287}
\item argument
\subitem of a complex number
\subsubitem definition of, \hyperpage{34}
\subsubitem properties of, \hyperpage{37}
\item augmented matrix, \hyperpage{193}
\indexspace
\item back substitution, \hyperpage{201}
\item basic solution, \hyperpage{240}
\item basic variable, \hyperpage{212}
\item basis, \hyperpage{135}
\item basis
\subitem of a null space, \hyperpage{240}
\indexspace
\item Cartesian coordinate plane, \hyperpage{12}
\item Cartesian coordinates, \hyperpage{12}
\item characteristic polynomial, \hyperpage{325}, \hyperpage{347}
\item cis($\theta$), \hyperpage{38}
\item cofactor, \hyperpage{295}
\subitem expansion, \hyperpage{297}, \hyperpage{303}
\subitem matrix, \hyperpage{316}
\item column
\subitem pivot, \hyperpage{246}
\item column space, \hyperpage{182}
\item column vector, \hyperpage{112}
\item Complex Factorization Theorem, \hyperpage{26}
\item complex number
\subitem $n^{\textrm {th}}$ root, \hyperpage{43, 44}
\subitem $n^{\textrm {th}}$ Roots of Unity, \hyperpage{48}
\subitem argument
\subsubitem definition of, \hyperpage{34}
\subsubitem properties of, \hyperpage{37}
\subitem complex conjugate
\subsubitem definition of, \hyperpage{21}
\subitem conjugate
\subsubitem properties of, \hyperpage{22}
\subitem definition of, \hyperpage{19}, \hyperpage{34}
\subitem imaginary part, \hyperpage{34}
\subitem imaginary unit, $i$, \hyperpage{19}
\subitem modulus
\subsubitem definition of, \hyperpage{34}
\subsubitem properties of, \hyperpage{36}
\subitem polar form
\subsubitem cis-notation, \hyperpage{38}
\subitem principal argument, \hyperpage{34}
\subitem real part, \hyperpage{34}
\subitem rectangular form, \hyperpage{34}
\item complex numbers, \hyperpage{19}
\item complex numbers
\subitem addition, \hyperpage{20}
\subitem equality, \hyperpage{20}
\subitem multiplication, \hyperpage{20}
\item complex plane, \hyperpage{34}
\item conjugate
\subitem complex conjugate
\subsubitem definition of, \hyperpage{21}
\item conjugate of a complex number
\subitem properties of, \hyperpage{22}
\item consistent, \hyperpage{210}, \hyperpage{243, 244}
\item coordinates
\subitem Cartesian, \hyperpage{12}
\subitem polar, \hyperpage{28}
\subitem rectangular, \hyperpage{28}
\item Cramer's Rule, \hyperpage{314}
\item cross product
\subitem applications, \hyperpage{82}
\subsubitem area of parallelogram, \hyperpage{82}
\subsubitem torque, \hyperpage{85}
\subsubitem volume of parallelepiped, \hyperpage{84}
\subitem definition, \hyperpage{77}
\subitem properties, \hyperpage{80, 81}
\indexspace
\item DeMoivre's Theorem, \hyperpage{39}
\item dependent
\subitem linear, \hyperpage{126}
\item determinant
\subitem and elementary row operations, \hyperpage{306}
\subitem definition, \hyperpage{298}
\subitem of $2\times 2$ matrices, \hyperpage{294}
\subitem of triangular matrices, \hyperpage{305}
\subitem properties, \hyperpage{310}
\item diagonal, \hyperpage{278}
\subitem definition, \hyperpage{282}
\item diagonalizable matrix, \hyperpage{351}
\item diagonalization, \hyperpage{350}
\subitem orthogonal, \hyperpage{355}
\item diagram
\subitem Venn Diagram, \hyperpage{3}
\item dimension, \hyperpage{135}
\item distance
\subitem between points in space, \hyperpage{52}
\item distance
\subitem definition, \hyperpage{14}
\subitem distance formula, \hyperpage{14}
\item dot product
\subitem definition, \hyperpage{67}
\subitem properties, \hyperpage{68}
\indexspace
\item eigenspace, \hyperpage{348}
\item eigenvalue
\subitem definition, \hyperpage{322}
\subitem finding, \hyperpage{325}
\subitem properties, \hyperpage{342}
\item eigenvector, \hyperindexformat{\see{eigenvalue}}{322}
\item elementary matrix, \hyperpage{310}
\item elementary row operations, \hyperpage{198}
\subitem and determinants, \hyperpage{306}
\item empty set, \hyperpage{3}
\item equivalence relation, \hyperpage{346}
\indexspace
\item factorization
\subitem over the complex numbers, \hyperpage{26}
\item free variable, \hyperpage{211, 212}
\item Fundamental Theorem of Algebra, \hyperpage{26}
\indexspace
\item Gaussian elimination, \hyperpage{200}, \hyperpage{203}
\subitem backward steps, \hyperpage{202}
\subitem forward steps, \hyperpage{202}
\indexspace
\item Head To Tail Rule, \hyperpage{57}
\item homogeneous, \hyperpage{239}, \hyperpage{243, 244}
\indexspace
\item identity matrix, \hyperpage{147}
\item imaginary axis, \hyperpage{34}
\item imaginary part of a complex number, \hyperpage{34}
\item imaginary unit, $i$, \hyperpage{19}
\item inconsistent, \hyperpage{210}
\item independent
\subitem linear, \hyperpage{126}
\item initial point, \hyperpage{55}
\item intersection of two sets, \hyperpage{2}
\item inverse
\subitem computing, \hyperpage{267}
\subitem definition, \hyperpage{263}
\subitem Invertible Matrix Theorem, \hyperpage{273}
\subitem properties, \hyperpage{273}, \hyperpage{278}
\subitem uniqueness, \hyperpage{265}
\item Invertible Matrix Theorem, \hyperpage{273}, \hyperpage{311},
\hyperpage{343}
\indexspace
\item Jordan Canonical Form, \hyperpage{355}
\indexspace
\item leading one, \hyperpage{199}, \hyperpage{213, 214}
\item linear combination, \hyperpage{115}, \hyperpage{122}
\item linear equation, \hyperpage{189}
\item linear transformation
\subitem and \ensuremath {\mathaccentV {vec}17E{\text {\it 0}}},
\hyperpage{174}
\subitem conditions on, \hyperpage{178}
\subitem definition, \hyperpage{169}
\subitem standard matrix of, \hyperpage{173}, \hyperpage{175}
\item linearly dependent, \hyperpage{126}
\item linearly independent, \hyperpage{126}
\item lines, \hyperpage{89}
\subitem equations for, \hyperpage{90}
\subitem intersecting, \hyperpage{91}
\subitem parallel, \hyperpage{91}
\subitem skew, \hyperpage{91}
\indexspace
\item magnitude of vector, \hyperpage{55}
\item matrix
\subitem addition, \hyperpage{114}
\subitem adjugate, \hyperpage{316}
\subitem arithmetic properties, \hyperpage{118}
\subitem augmented, \hyperpage{193}
\subitem cofactor, \hyperpage{295}, \hyperpage{316}
\subitem definition, \hyperpage{112}
\subitem determinant, \hyperpage{294}, \hyperpage{298}
\subitem diagonal, \hyperpage{282}
\subitem diagonalizable, \hyperpage{351}
\subitem elementary, \hyperpage{310}
\subitem equality, \hyperpage{113}
\subitem identity matrix, \hyperpage{147}
\subitem inverse, \hyperpage{263}, \hyperpage{267}
\subitem minor, \hyperpage{295}
\subitem multiplication, \hyperpage{141}
\subsubitem properties, \hyperpage{148}
\subitem scalar multiplication, \hyperpage{115}
\subitem similar, \hyperpage{345}
\subitem the zero matrix, \hyperpage{117}
\subitem transpose, \hyperpage{281}
\subitem triangular, \hyperpage{282}
\item matrix
\subitem of coefficients, \hyperpage{193}
\item matrix transformation, \hyperpage{152}
\item midpoint
\subitem definition of, \hyperpage{15}
\subitem midpoint formula, \hyperpage{15}
\item minor, \hyperpage{295}
\item modulus of a complex number
\subitem definition of, \hyperpage{34}
\subitem properties of, \hyperpage{36}
\item multiplicity
\subitem algebraic, \hyperpage{347}
\subitem and diagonalization, \hyperpage{354}
\subitem geometric, \hyperpage{349}
\subitem of an eigenvalue, \hyperpage{347}
\indexspace
\item norm, \hyperpage{55}
\item normal vector, \hyperpage{101}
\item null space, \hyperpage{183}
\item numbers
\subitem complex, \hyperpage{19}
\indexspace
\item ordered pair, \hyperpage{12}
\item ordinate, \hyperpage{12}
\item origin, \hyperpage{12}
\item orthogonal, \hyperpage{70}
\subitem decomposition, \hyperpage{73}
\item orthogonal decomposition of vectors, \hyperpage{73}
\item orthogonal projection, \hyperpage{72}
\indexspace
\item parallel vectors, \hyperpage{59}, \hyperpage{61}
\item Parallelogram Law, \hyperpage{57}
\item parameter, \hyperpage{211}
\item particular solution, \hyperpage{215}
\item perpendicular, \hyperindexformat{\see{orthogonal}}{70}
\item pivot column, \hyperpage{246}
\item planes
\subitem coordinate plane, \hyperpage{52}
\subitem equations of, \hyperpage{101}
\subitem introduction, \hyperpage{52}
\subitem normal vector, \hyperpage{101}
\item polar coordinates
\subitem conversion into rectangular, \hyperpage{31}
\subitem definition of, \hyperpage{28}
\subitem polar axis, \hyperpage{28}
\subitem pole, \hyperpage{28}
\item polar form of a complex number, \hyperpage{38}
\item power rule
\subitem for complex numbers, \hyperpage{39}
\subitem for the modulus of a complex number, \hyperpage{36}
\item principal argument of a complex number, \hyperpage{34}
\item problem solving, \hyperpage{222}
\item product rule
\subitem for complex numbers, \hyperpage{39}
\subitem for the modulus of a complex number, \hyperpage{36}
\item pseudoinverse, \hyperpage{288}
\indexspace
\item quadrants, \hyperpage{14}
\item quotient rule
\subitem for complex numbers, \hyperpage{39}
\subitem for the modulus of a complex number, \hyperpage{36}
\indexspace
\item $\mathbb{R}$, \hyperpage{55}
\item range
\subitem of a linear transformation, \hyperpage{181}
\item rank
\subitem in terms of column space, \hyperpage{184}
\subitem in terms of leading 1s, \hyperpage{245}
\item real axis, \hyperpage{34}
\item real part of a complex number, \hyperpage{34}
\item rectangular coordinates
\subitem also known as Cartesian coordinates, \hyperpage{28}
\subitem conversion into polar, \hyperpage{31}
\item rectangular form of a complex number, \hyperpage{34}
\item reduced echelon form, \hyperpage{199}
\item reduced row echelon form, \hyperpage{199}
\item relatively prime, \hyperpage{7}
\item right hand rule
\subitem of Cartesian coordinates, \hyperpage{51}
\item Roots of Unity, \hyperpage{48}
\item row echelon form, \hyperpage{199}
\item row vector, \hyperpage{112}
\indexspace
\item scalar, \hyperpage{115}
\item set
\subitem definition of, \hyperpage{1}
\subitem empty, \hyperpage{3}
\subitem exclusion, \hyperpage{2}
\subitem inclusion, \hyperpage{2}
\subitem intersection, \hyperpage{2}
\subitem roster method, \hyperpage{1}
\subitem set-builder notation, \hyperpage{1}
\subitem union, \hyperpage{2}
\subitem verbal description, \hyperpage{1}
\item set-builder notation, \hyperpage{1}
\item similar matrices, \hyperpage{345}
\subitem properties of, \hyperpage{346}
\item skew symmetric, \hyperpage{287}
\subitem definition, \hyperpage{287}
\subitem theorem, \hyperpage{287}
\item solution, \hyperpage{189}
\subitem basic, \hyperpage{240}
\subitem general, \hyperpage{212}
\subitem infinite, \hyperpage{210}
\subitem infinitely many, \hyperpage{213}, \hyperpage{244}
\subitem none, \hyperpage{210}
\subitem particular, \hyperpage{212}, \hyperpage{215}
\subitem types, \hyperpage{210}
\subitem unique, \hyperpage{210}, \hyperpage{244}, \hyperpage{269}
\item span, \hyperpage{124}
\item standard unit vector, \hyperpage{174}
\item subset
\subitem definition of, \hyperpage{2}
\item subspace, \hyperpage{128}
\item subspace
\subitem span, \hyperpage{134}
\subitem trivial, \hyperpage{134}
\item symmetric, \hyperpage{287}
\subitem definition, \hyperpage{287}
\subitem theorem, \hyperpage{287}
\item system of linear equations
\subitem consistent, \hyperpage{210}, \hyperpage{213},
\hyperpage{243, 244}
\subitem definition, \hyperpage{189}
\subitem homogeneous, \hyperpage{239}
\subitem inconsistent, \hyperpage{210}, \hyperpage{214}
\subitem solution, \hyperpage{189}
\indexspace
\item terminal point, \hyperpage{55}
\item theorem
\subitem Fundamental Theorem of Algebra, \hyperpage{26}
\item trace
\subitem definition, \hyperpage{290}
\subitem properties, \hyperpage{292}
\item transformation
\subitem matrix, \hyperpage{152}
\item transpose, \hyperpage{281}
\subitem definition, \hyperpage{281}
\subitem properties, \hyperpage{285}
\subitem skew-symmetric, \hyperpage{287}
\subitem symmetric, \hyperpage{287}
\item triangular matrix
\subitem definition, \hyperpage{282}
\subitem determinant, \hyperpage{305}
\indexspace
\item union of two sets, \hyperpage{2}
\item unit vector, \hyperpage{60}
\subitem properties, \hyperpage{61}
\subitem standard unit vector, \hyperpage{62}
\indexspace
\item variable
\subitem basic, \hyperpage{212}
\subitem dependent, \hyperpage{212}
\subitem free, \hyperpage{211, 212}
\subitem independent, \hyperpage{212}
\subitem leading, \hyperpage{211}
\item vector
\subitem column, \hyperpage{112}
\subitem row, \hyperpage{112}
\item vector space, \hyperpage{121}
\item vector space
\subitem of column vectors, \hyperpage{121}
\item vectors, \hyperpage{55}
\subitem algebra of, \hyperpage{57}
\subitem algebraic properties, \hyperpage{59}
\subitem component form, \hyperpage{56}
\subitem cross product, \hyperpage{77}, \hyperpage{80, 81}
\subitem definition, \hyperpage{55}
\subitem dot product, \hyperpage{67, 68}
\subitem Head To Tail Rule, \hyperpage{57}
\subitem magnitude, \hyperpage{55}
\subitem norm, \hyperpage{55}
\subitem normal vector, \hyperpage{101}
\subitem orthogonal, \hyperpage{70}
\subitem orthogonal decomposition, \hyperpage{73}
\subitem orthogonal projection, \hyperpage{72}
\subitem parallel, \hyperpage{59}, \hyperpage{61}
\subitem Parallelogram Law, \hyperpage{57}
\subitem resultant, \hyperpage{57}
\subitem standard unit vector, \hyperpage{62}
\subitem unit vector, \hyperpage{60, 61}
\subitem zero vector, \hyperpage{57}
\item Venn Diagram, \hyperpage{3}
\indexspace
\item work, \hyperpage{75}
\indexspace
\item zero matrix, \hyperpage{117}
\end{theindex}