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  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/10%3A_Trees
    In this chapter we will study the class of graphs called trees. Trees are frequently used in both mathematics and the sciences. Our solution of Example 2.1.1 is one simple instance. Since they are oft...In this chapter we will study the class of graphs called trees. Trees are frequently used in both mathematics and the sciences. Our solution of Example 2.1.1 is one simple instance. Since they are often used to illustrate or prove other concepts, a poor understanding of trees can be a serious handicap. For this reason, our ultimate goals are to: (1) define the various common types of trees, (2) identify some basic properties of trees, and (3) discuss some of the common applications of trees.
  • https://math.libretexts.org/Courses/SUNY_Schenectady_County_Community_College/Discrete_Structures/12%3A_Boolean_Algebra/12.01%3A_Posets_Revisited
    Consider the poset \((\mathcal{P}(A),\subseteq)\text{,}\) where \(A = \{1, 2, 3\}\text{.}\) The greatest lower bound of \(\{1, 2\}\) and \(\{1,3\}\) is \(\ell = \{1\}\text{.}\) For any other element \...Consider the poset \((\mathcal{P}(A),\subseteq)\text{,}\) where \(A = \{1, 2, 3\}\text{.}\) The greatest lower bound of \(\{1, 2\}\) and \(\{1,3\}\) is \(\ell = \{1\}\text{.}\) For any other element \(\ell'\) which is a subset of \(\{a, b\}\) and \(\{a, c\}\) (there is only one; what is it?), \(\ell' \subseteq \ell\text{.}\) The least element of \(\mathcal{P}(A)\) is \(\emptyset\) and the greatest element is \(A=\{a, b, c\}\text{.}\) The Hasse diagram of this poset is shown in Figure \(\PageInd…
  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/00%3A_Front_Matter/01%3A_TitlePage
    Applied Discrete Structures Al Doerr Ken Levasseur Department of Mathematical Sciences University of Massachusetts Lowell kenneth_levasseur@uml.edu May 25, 2021
  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/00%3A_Front_Matter/07%3A_Preface
    We had signed a contract for the second edition with Science Research Associates in 1988 but by the time the book was ready to print, SRA had been sold to MacMillan. The open source software movement ...We had signed a contract for the second edition with Science Research Associates in 1988 but by the time the book was ready to print, SRA had been sold to MacMillan. The open source software movement was just starting in the late 1980's and in 2005, the first version of Sage (later renamed SageMath), an open-source computer algebra system, was first released.
  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/12%3A_More_Matrix_Algebra/12.05%3A_Some_Applications
    \begin{equation*} \begin{split} e^Ae^B &= \left(\sum _{k=0}^{\infty } \frac{A^k}{k!}\right) \left(\sum _{k=0}^{\infty } \frac{B^k}{k!}\right)\\ & =\left(I + A+\frac{A^2}{2}+ \frac{A^3}{6}+ \cdots \rig...\begin{equation*} \begin{split} e^Ae^B &= \left(\sum _{k=0}^{\infty } \frac{A^k}{k!}\right) \left(\sum _{k=0}^{\infty } \frac{B^k}{k!}\right)\\ & =\left(I + A+\frac{A^2}{2}+ \frac{A^3}{6}+ \cdots \right)\left(I +B+\frac{B^2}{2}+ \frac{B^3}{6}+ \cdots \right)\\ &= I + A + B+ \frac{A^2}{2}+ A B + \frac{B^2}{2}+\frac{A^3}{6}+ \frac{A^2B}{2}+\frac{A B^2}{2}+ \frac{B^3}{6}+\cdots \\ &= I + (A+B) + \frac{1}{2}\left(A^2+ 2 A B + B^2\right)+ \frac{1}{6}\left(A^3+ 3A^2B+ 3A B^2+ B^3\right)+\cdots \\ &=I…
  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/10%3A_Trees/10.02%3A_Spanning_Trees
    The method that we have used (in Step 2.1) to select a bridge when more than one minimally weighted bridge exists is to order all bridges alphabetically by the vertex in \(L\) and then, if further tie...The method that we have used (in Step 2.1) to select a bridge when more than one minimally weighted bridge exists is to order all bridges alphabetically by the vertex in \(L\) and then, if further ties exist, by the vertex in \(R\text{.}\) The first vertex in that order is selected in Step 2.1 of the algorithm.
  • https://math.libretexts.org/Courses/SUNY_Schenectady_County_Community_College/Discrete_Structures/12%3A_Boolean_Algebra/12.02%3A_Lattices
    \begin{equation*} \begin{array}{cc} \begin{array}{c|ccccc} \lor & \pmb{0} & a & b & c & \pmb{1} \\ \hline \pmb{0} & \pmb{0} & a & b & c & \pmb{1} \\ a & a & a & \pmb{1} & \pmb{1} & \pmb{1} \\ b & b & ...\begin{equation*} \begin{array}{cc} \begin{array}{c|ccccc} \lor & \pmb{0} & a & b & c & \pmb{1} \\ \hline \pmb{0} & \pmb{0} & a & b & c & \pmb{1} \\ a & a & a & \pmb{1} & \pmb{1} & \pmb{1} \\ b & b & \pmb{1} & b & \pmb{1} & \pmb{1} \\ c & c & \pmb{1} & \pmb{1} & c & \pmb{1} \\ \pmb{1} & \pmb{1} & \pmb{1} & \pmb{1} & \pmb{1} & \pmb{1} \\ \end{array} & \begin{array}{c|ccccc} \land & \pmb{0} & a & b & c & \pmb{1} \\ \hline \pmb{0} & \pmb{0} & \pmb{0} & \pmb{0} & \pmb{0} & \pmb{0} \\ a & \pmb{0} & …
  • https://math.libretexts.org/Courses/SUNY_Schenectady_County_Community_College/Discrete_Structures/13%3A_Monoids_and_Automata/13.05%3A_The_Machine_of_a_Monoid
    Will we obtain a unit-time delay machine when we construct the machine of \(U\text{?}\) We can't expect to get exactly the same machine because the unit-time delay machine is not a state machine and t...Will we obtain a unit-time delay machine when we construct the machine of \(U\text{?}\) We can't expect to get exactly the same machine because the unit-time delay machine is not a state machine and the machine of a monoid is a state machine.
  • https://math.libretexts.org/Courses/SUNY_Schenectady_County_Community_College/Discrete_Structures/12%3A_Boolean_Algebra/12.04%3A_Atoms_of_a_Boolean_Algebra
    Certainly, the Boolean algebras \(\left[D_{30}; \lor , \land, \land\bar{\hspace{5 mm}} \right]\) and \([\mathcal{P}(A); \cup , \cap, \hspace{1 mm}^c]\) have the same graph (that of Figure \(\PageIndex...Certainly, the Boolean algebras \(\left[D_{30}; \lor , \land, \land\bar{\hspace{5 mm}} \right]\) and \([\mathcal{P}(A); \cup , \cap, \hspace{1 mm}^c]\) have the same graph (that of Figure \(\PageIndex{1}\)), the same number of atoms, and, in all respects, look the same except for the names of the elements and the operations.
  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/07%3A_Functions/7.02%3A_Properties_of_Functions
    The first function, \(f\text{,}\) gives us more information about the set \(B\) than the second function, \(g\text{.}\) Since \(A\) clearly has four elements, \(f\) tells us that \(B\) contains at lea...The first function, \(f\text{,}\) gives us more information about the set \(B\) than the second function, \(g\text{.}\) Since \(A\) clearly has four elements, \(f\) tells us that \(B\) contains at least four elements since each element of \(A\) is mapped onto a different element of \(B\text{.}\) The properties that \(f\) has, and \(g\) does not have, are the most basic properties that we look for in a function.
  • https://math.libretexts.org/Bookshelves/Combinatorics_and_Discrete_Mathematics/Applied_Discrete_Structures_(Doerr_and_Levasseur)/01%3A_Set_Theory/1.02%3A_Basic_Set_Operations
    The complement of \(A\) relative to \(B\) (notation \(B - A\)) is the set of elements that are in \(B\) and not in \(A\text{.}\) That is, \(B-A=\{x: x\in B \textrm{ and } x\notin A\}\text{.}\) If \(U\...The complement of \(A\) relative to \(B\) (notation \(B - A\)) is the set of elements that are in \(B\) and not in \(A\text{.}\) That is, \(B-A=\{x: x\in B \textrm{ and } x\notin A\}\text{.}\) If \(U\) is the universal set, then \(U-A\) is denoted by \(A^c\) and is called simply the complement of \(A\text{.}\) \(A^c=\{x\in U : x\notin A\}\text{.}\)

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