Podcast
Questions and Answers
What is the primary focus of graph theory?
What is the primary focus of graph theory?
- The study of numerical relationships
- The analysis of visual art forms
- Understanding chemical compounds
- Illustrating and analyzing connections between objects (correct)
A loop in graph theory is defined as an edge that connects two different vertices.
A loop in graph theory is defined as an edge that connects two different vertices.
False (B)
Who is credited with the formal introduction of graph theory?
Who is credited with the formal introduction of graph theory?
Leonard Euler
In a graph, two vertices are considered _____ if they have a common edge.
In a graph, two vertices are considered _____ if they have a common edge.
Match the following applications with their relevant fields:
Match the following applications with their relevant fields:
Which of the following statements is true regarding a Eulerian graph?
Which of the following statements is true regarding a Eulerian graph?
A graph is Eulerian if it contains an Euler path.
A graph is Eulerian if it contains an Euler path.
According to the Euler Path Theorem, how many vertices can have an odd degree for a graph to contain an Euler path?
According to the Euler Path Theorem, how many vertices can have an odd degree for a graph to contain an Euler path?
Leonard Euler is known for introducing the formal definition of ___________.
Leonard Euler is known for introducing the formal definition of ___________.
Match the concepts with their definitions:
Match the concepts with their definitions:
What is a simple graph?
What is a simple graph?
A connected graph has at least one path between every pair of vertices.
A connected graph has at least one path between every pair of vertices.
A graph is __________ if there is no path connecting two vertex sets.
A graph is __________ if there is no path connecting two vertex sets.
Match the following types of graphs with their definitions:
Match the following types of graphs with their definitions:
Which of the following best describes a disconnected graph?
Which of the following best describes a disconnected graph?
A simple graph can contain at least one loop.
A simple graph can contain at least one loop.
What makes a graph connected?
What makes a graph connected?
What type of graph is defined as having every possible edge drawn between its vertices?
What type of graph is defined as having every possible edge drawn between its vertices?
A tree graph allows for multiple paths between any two vertices.
A tree graph allows for multiple paths between any two vertices.
What is the difference between an Euler path and an Euler circuit?
What is the difference between an Euler path and an Euler circuit?
A graph is called __________ if it can be divided into two disjoint subsets where every edge connects vertices from different subsets.
A graph is called __________ if it can be divided into two disjoint subsets where every edge connects vertices from different subsets.
Which of the following statements about equivalent graphs is true?
Which of the following statements about equivalent graphs is true?
A circuit can be considered an Euler circuit if it meets the criteria for traversing each edge once.
A circuit can be considered an Euler circuit if it meets the criteria for traversing each edge once.
Define the degree of a vertex in a graph.
Define the degree of a vertex in a graph.
What is a Hamiltonian circuit?
What is a Hamiltonian circuit?
A Hamiltonian path requires that the starting and ending vertices are the same.
A Hamiltonian path requires that the starting and ending vertices are the same.
Who is the mathematician associated with the study of Hamiltonian circuits?
Who is the mathematician associated with the study of Hamiltonian circuits?
A graph is considered __________ if it contains at least one Hamiltonian circuit.
A graph is considered __________ if it contains at least one Hamiltonian circuit.
Match the following terms with their definitions:
Match the following terms with their definitions:
What is the purpose of the Greedy Algorithm in graph theory?
What is the purpose of the Greedy Algorithm in graph theory?
A Hamiltonian circuit visits each vertex exactly once and returns to the starting vertex.
A Hamiltonian circuit visits each vertex exactly once and returns to the starting vertex.
Define a weighted graph.
Define a weighted graph.
In graph theory, the smallest edge incident to a vertex is selected using the __________ algorithm.
In graph theory, the smallest edge incident to a vertex is selected using the __________ algorithm.
Match the following terms with their meanings:
Match the following terms with their meanings:
Which of these graphs represents a proper Hamiltonian circuit?
Which of these graphs represents a proper Hamiltonian circuit?
In a weighted graph, the weights must always represent distances.
In a weighted graph, the weights must always represent distances.
What is the total weight of the Hamiltonian circuit A-D-B-F-E-C-A when calculated?
What is the total weight of the Hamiltonian circuit A-D-B-F-E-C-A when calculated?
The Edge-Picking Algorithm always produces a Hamiltonian circuit with a weight less than or equal to that produced by the Greedy Algorithm.
The Edge-Picking Algorithm always produces a Hamiltonian circuit with a weight less than or equal to that produced by the Greedy Algorithm.
What is meant by the term 'incident' in relation to edges and vertices?
What is meant by the term 'incident' in relation to edges and vertices?
List the vertices included in the Hamiltonian circuit produced by the Edge-Picking Algorithm.
List the vertices included in the Hamiltonian circuit produced by the Edge-Picking Algorithm.
The total weight of the Hamiltonian circuit A-E-C-F-B-D-A is ______.
The total weight of the Hamiltonian circuit A-E-C-F-B-D-A is ______.
Match the algorithm to its defined process:
Match the algorithm to its defined process:
During which step of the Greedy Algorithm is the next smallest weight chosen if the originally indicated vertex has been visited?
During which step of the Greedy Algorithm is the next smallest weight chosen if the originally indicated vertex has been visited?
In the Edge-Picking Algorithm, once a vertex is connected to more than 2 edges, it can no longer be used in the circuit.
In the Edge-Picking Algorithm, once a vertex is connected to more than 2 edges, it can no longer be used in the circuit.
What is the first edge selected by the Edge-Picking Algorithm?
What is the first edge selected by the Edge-Picking Algorithm?
How many colors are guaranteed to be sufficient for coloring any planar graph?
How many colors are guaranteed to be sufficient for coloring any planar graph?
A graph is nonplanar if it can be colored using only three colors.
A graph is nonplanar if it can be colored using only three colors.
What is the minimum number of colors needed to color a graph so that no two adjacent vertices share the same color?
What is the minimum number of colors needed to color a graph so that no two adjacent vertices share the same color?
Every planar graph is _______ colorable according to the four-color theorem.
Every planar graph is _______ colorable according to the four-color theorem.
Which of the following statements is true regarding the four-color theorem?
Which of the following statements is true regarding the four-color theorem?
Countries that only touch at a corner point are considered neighbors in graph coloring.
Countries that only touch at a corner point are considered neighbors in graph coloring.
In graph theory, the _______ number of a graph is the minimum number of colors needed for vertex coloring.
In graph theory, the _______ number of a graph is the minimum number of colors needed for vertex coloring.
Which of the following best defines a planar graph?
Which of the following best defines a planar graph?
A graph is considered planar if it has at least one planar drawing.
A graph is considered planar if it has at least one planar drawing.
What is the chromatic number of a graph?
What is the chromatic number of a graph?
A __________ graph can be drawn in a plane without edges crossing each other.
A __________ graph can be drawn in a plane without edges crossing each other.
Match the following concepts related to graph coloring:
Match the following concepts related to graph coloring:
What is a challenge posed by the Three Utilities Problem?
What is a challenge posed by the Three Utilities Problem?
A graph is non-planar if it has edges that intersect except at vertices.
A graph is non-planar if it has edges that intersect except at vertices.
What does the term 'graph coloring' refer to?
What does the term 'graph coloring' refer to?
On which day of the week does Lincoln's birthday fall in 2017?
On which day of the week does Lincoln's birthday fall in 2017?
93 days from Tuesday will fall on a Thursday.
93 days from Tuesday will fall on a Thursday.
What is the result of (51 + 72) mod 3?
What is the result of (51 + 72) mod 3?
Leonard Euler is known for his work in __________, particularly in the study of paths and circuits.
Leonard Euler is known for his work in __________, particularly in the study of paths and circuits.
Match the following operations with their results:
Match the following operations with their results:
What is the result of 8 hours after 9 o’clock on a 12-hour clock?
What is the result of 8 hours after 9 o’clock on a 12-hour clock?
3 ⊝ 7 equals 8 o’clock.
3 ⊝ 7 equals 8 o’clock.
What is the modulus in the congruence statement 29 ≡ 8 mod 3?
What is the modulus in the congruence statement 29 ≡ 8 mod 3?
Two integers a and b are said to be congruent modulo n if (a - b) is divisible by ______.
Two integers a and b are said to be congruent modulo n if (a - b) is divisible by ______.
Match the following days of the week with their corresponding numbers:
Match the following days of the week with their corresponding numbers:
What does the notation ⊕ represent in modular arithmetic?
What does the notation ⊕ represent in modular arithmetic?
7 ≡ 12 mod 5 is a true statement.
7 ≡ 12 mod 5 is a true statement.
What is the result of 10 ⊝ 7 on a 12-hour clock?
What is the result of 10 ⊝ 7 on a 12-hour clock?
What day of the week is 6 days after Friday?
What day of the week is 6 days after Friday?
16 days after Monday is Friday.
16 days after Monday is Friday.
If today is Friday, what day is it 16 days from now?
If today is Friday, what day is it 16 days from now?
If July 4, 2010 was a Sunday, then July 4, 2015 is a _____
If July 4, 2010 was a Sunday, then July 4, 2015 is a _____
Match the following days with their respective numerical values:
Match the following days with their respective numerical values:
How many leap years are there between 2010 and 2015?
How many leap years are there between 2010 and 2015?
The calculation for finding the day of the week involves only the day number.
The calculation for finding the day of the week involves only the day number.
What is the modulus used to calculate days of the week?
What is the modulus used to calculate days of the week?
What is the first digit of an ISBN number?
What is the first digit of an ISBN number?
The check digit in an ISBN can range from 0 to 9 and possibly 10.
The check digit in an ISBN can range from 0 to 9 and possibly 10.
What does the check digit in an ISBN ensure?
What does the check digit in an ISBN ensure?
An ISBN consists of ______ digits.
An ISBN consists of ______ digits.
Match the components of an ISBN with their descriptions:
Match the components of an ISBN with their descriptions:
What does the Universal Product Code (UPC) provide store managers?
What does the Universal Product Code (UPC) provide store managers?
Which of the following is NOT correct about the ISBN number?
Which of the following is NOT correct about the ISBN number?
If the check digit of a UPC is 10, the check digit is considered 0.
If the check digit of a UPC is 10, the check digit is considered 0.
What is the first step in using the Luhn algorithm to determine credit card validity?
What is the first step in using the Luhn algorithm to determine credit card validity?
What is the formula used to calculate the ISBN check digit?
What is the formula used to calculate the ISBN check digit?
The Universal Product Code (UPC) is only used for books.
The Universal Product Code (UPC) is only used for books.
The Universal Product Code consists of a _____-digit number.
The Universal Product Code consists of a _____-digit number.
Which of the following is a requirement for a credit card number to be valid according to the Luhn algorithm?
Which of the following is a requirement for a credit card number to be valid according to the Luhn algorithm?
The UPC check digit is calculated using a congruence equation.
The UPC check digit is calculated using a congruence equation.
What should the final sum of doubled digits be in order to validate a credit card number using the Luhn algorithm?
What should the final sum of doubled digits be in order to validate a credit card number using the Luhn algorithm?
What is the term for a message before it is coded?
What is the term for a message before it is coded?
The cyclical encrypting code shifts each letter a different number of positions in the alphabet.
The cyclical encrypting code shifts each letter a different number of positions in the alphabet.
What does 'ciphertext' represent?
What does 'ciphertext' represent?
The method of changing plaintext to ciphertext is called __________.
The method of changing plaintext to ciphertext is called __________.
Match the terms with their definitions:
Match the terms with their definitions:
In the cyclical encryption method described, if the cyclical encrypting code is 3, what would the letter 'A' be encrypted to?
In the cyclical encryption method described, if the cyclical encrypting code is 3, what would the letter 'A' be encrypted to?
The formula for encryption is given by c = (p + m) mod 26.
The formula for encryption is given by c = (p + m) mod 26.
What cyclical encrypting code was used to encode the line from Lord Byron’s poem into ciphertext?
What cyclical encrypting code was used to encode the line from Lord Byron’s poem into ciphertext?
What is the term for the process of transforming plaintext into ciphertext?
What is the term for the process of transforming plaintext into ciphertext?
Ciphertext can be easily read by someone without the key.
Ciphertext can be easily read by someone without the key.
What is the purpose of cryptology?
What is the purpose of cryptology?
The numerical equivalent of the letter C is ______.
The numerical equivalent of the letter C is ______.
What cyclical encrypting code was used to encrypt the phrase 'SHE WALKS IN BEAUTY LIKE THE NIGHT' into ciphertext?
What cyclical encrypting code was used to encrypt the phrase 'SHE WALKS IN BEAUTY LIKE THE NIGHT' into ciphertext?
The formula for encryption is given as c=(p+m) mod 26.
The formula for encryption is given as c=(p+m) mod 26.
What does the letter 'm' represent in the encryption formula?
What does the letter 'm' represent in the encryption formula?
Flashcards
Graph
Graph
A set of points called vertices and line segments or curves called edges.
Adjacent Vertices
Adjacent Vertices
Two vertices are considered adjacent if they share a common edge.
Adjacent Edges
Adjacent Edges
Two edges are considered adjacent if they share a common vertex.
Loop
Loop
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Multiple Edges
Multiple Edges
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Disconnected Graph
Disconnected Graph
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Connected Graph
Connected Graph
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Null Graph
Null Graph
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Simple Graph
Simple Graph
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Vertices
Vertices
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Eulerian Graph
Eulerian Graph
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Euler Path
Euler Path
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Euler Circuit
Euler Circuit
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Eulerian Graph has an Euler Circuit
Eulerian Graph has an Euler Circuit
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Euler Path Has Two Odd Vertices
Euler Path Has Two Odd Vertices
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Complete Graph
Complete Graph
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Bipartite Graph
Bipartite Graph
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Directed Graph
Directed Graph
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Tree Graph
Tree Graph
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Equivalent Graphs
Equivalent Graphs
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Circuit
Circuit
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Hamiltonian Circuit
Hamiltonian Circuit
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Hamiltonian path
Hamiltonian path
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Hamiltonian Graph
Hamiltonian Graph
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Weighted Graph
Weighted Graph
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Algorithms for Hamiltonian Circuit
Algorithms for Hamiltonian Circuit
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Greedy algorithm
Greedy algorithm
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Greedy algorithm for Hamiltonian circuits
Greedy algorithm for Hamiltonian circuits
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Greedy algorithm for complete graphs
Greedy algorithm for complete graphs
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Edge-Picking Algorithm in Complete Graphs
Edge-Picking Algorithm in Complete Graphs
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Weight of a Hamiltonian Circuit
Weight of a Hamiltonian Circuit
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Greedy Algorithm's Shortcoming
Greedy Algorithm's Shortcoming
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Edge-Picking Algorithm's Shortcoming
Edge-Picking Algorithm's Shortcoming
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Edge-Picking vs. Greedy Algorithm Efficiency
Edge-Picking vs. Greedy Algorithm Efficiency
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Choosing the Best Algorithm for Hamiltonian Circuits
Choosing the Best Algorithm for Hamiltonian Circuits
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Planar Graph
Planar Graph
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Planar Drawing
Planar Drawing
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Chromatic Number
Chromatic Number
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Colorable Graph
Colorable Graph
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Graph Coloring
Graph Coloring
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Graph Coloring
Graph Coloring
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Planar Graph in Map Representation
Planar Graph in Map Representation
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Four-Color Theorem
Four-Color Theorem
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Non-Planar Graph
Non-Planar Graph
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Finding Chromatic Number
Finding Chromatic Number
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Graphing a Map
Graphing a Map
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Is the Map 2-Colorable?
Is the Map 2-Colorable?
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Modular Arithmetic
Modular Arithmetic
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Clock Arithmetic Addition (⊕)
Clock Arithmetic Addition (⊕)
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Clock Arithmetic Subtraction (⊝)
Clock Arithmetic Subtraction (⊝)
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Modular Congruence (a ≡ b mod n)
Modular Congruence (a ≡ b mod n)
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Modulus (n)
Modulus (n)
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Addition and Subtraction Modulo n
Addition and Subtraction Modulo n
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Calculating Day of the Week Modulo 7
Calculating Day of the Week Modulo 7
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Real-World Applications of Modular Arithmetic
Real-World Applications of Modular Arithmetic
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Modulo Operation
Modulo Operation
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Addition Modulo n
Addition Modulo n
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Subtraction Modulo n
Subtraction Modulo n
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Multiplication Modulo n
Multiplication Modulo n
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Division Modulo n
Division Modulo n
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Modulo (mod)
Modulo (mod)
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Day-of-the-week arithmetic
Day-of-the-week arithmetic
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Number of days in a year
Number of days in a year
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Leap Year
Leap Year
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Day of the week after a given number of days
Day of the week after a given number of days
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Calculating days of the week across multiple years
Calculating days of the week across multiple years
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Cyclic Nature of the Days of the Week
Cyclic Nature of the Days of the Week
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The day of the week after a certain period
The day of the week after a certain period
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ISBN (International Standard Book Number)
ISBN (International Standard Book Number)
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ISBN Check Digit
ISBN Check Digit
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UPC (Universal Product Code)
UPC (Universal Product Code)
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Non-Leap Year
Non-Leap Year
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ISBN Check Digit Formula
ISBN Check Digit Formula
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UPC Check Digit Formula
UPC Check Digit Formula
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Luhn Algorithm
Luhn Algorithm
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Check Digit
Check Digit
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Calculating Day of the Week
Calculating Day of the Week
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Cryptology
Cryptology
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Plaintext
Plaintext
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Ciphertext
Ciphertext
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Encryption
Encryption
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Cyclical Encrypting Code
Cyclical Encrypting Code
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Decryption
Decryption
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Numerical Equivalent for Letters
Numerical Equivalent for Letters
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Cyclical Coding Scheme
Cyclical Coding Scheme
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Study Notes
Chapter 8: The Mathematics of Graphs and Euler Circuits
- Core Idea: Mathematics creates connections and fosters efficiency through visual tools like graphs and algorithms.
Learning Objectives
- Define a graph
- Describe different types and families of graphs
- Find Euler paths and circuits
- Solve real-world problems involving Euler paths and circuits
The Königsberg Problem
- A historical problem about traversing bridges in Königsberg exactly once
- Is it possible to walk across each bridge only once and return to the starting point? This question introduced the concept of Euler circuits and paths.
- This problem involved four land areas linked by seven bridges.
- The original Königsberg configuration is not traversable in an Euler circuit.
Graph Theory
- A branch of mathematics that illustrates and analyzes connections between objects
- Applications include biology, genetics, urban planning, finance, stock markets, telecommunications, and circuit design
Graph Definition
- A set of points (vertices) and line segments or curves (edges)
- Two vertices are adjacent if they share a common edge
- Two edges are adjacent if they share a common vertex
- A loop is an edge where the endpoints are the same vertex
- Multiple edges are two or more edges between the same two vertices
- A simple graph has no loops or multiple edges
Connected and Disconnected Graphs
- A connected graph has at least one path connecting any two vertices
- A disconnected graph does not have a path linking all vertices
Null Graph
- A graph with no edges between any two vertices
Complete Graph
- A graph where every possible edge is drawn between the vertices
- Any two vertices are adjacent
Bipartite Graph
- A graph where vertices can be divided into two disjoint subsets
- Every edge connects a vertex in one subset to a vertex in the other subset.
Directed Graph
- A graph where all edges are directed from one vertex to another (also called a digraph)
Tree Graph
- An undirected graph where any two vertices are connected by exactly one path
Equivalent Graphs
- Two or more graphs are equivalent if the edges create the same connections for their vertices.
Path
- A sequence of edges that connects a series of distinct vertices
Circuit
- A closed path (cycle) where the path starts and ends at the same vertex
Euler Path
- A path that traverses each edge in a graph exactly once, starting and ending at distinct vertices
Euler Circuit
- A circuit that traverses every edge in a graph exactly once, starting and ending at the same vertex
Degree of a Vertex
- The number of edges incident to a vertex
Eulerian Graph Theorem
- A connected graph is Eulerian if and only if every vertex has an even degree
- A graph has an Eulerian circuit if and only if all its vertices have an even degree.
- A graph has an Eulerian path if and only if it has exactly two vertices with an odd degree.
Application Examples
- Köningsberg bridge problem (four land areas, seven bridges) – impossible to traverse all bridges exactly once and return to the start.
- Possible journey traversing tracks in a city, such as a train system.
- Designing a trip that traverses all roads exactly once in a city.
- The floor plan of an art gallery with doorways to represent the connections between rooms - e.g. if each room has an even number of doors leading in and out, an Eulerian circuit is possible.
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