Discrete Mathematics | Study Unit
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Discrete Mathematics

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Topics 10

Introduction to Discrete Mathematics
An overview of the fundamental concepts and applications of discrete mathematics, includin...
Set Theory
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Propositional Logic
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Predicate Logic
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Combinatorics
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Graph Theory
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Number Theory
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Recurrence Relations
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Trees and Binary Trees
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Cryptography
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Unit Outline 45h

Learning Objectives

5 objectives
  • Understand the fundamental concepts and applications of discrete mathematics.
  • Develop proficiency in set theory, logic, combinatorics, graph theory, number theory, and recurrence relations.
  • Apply discrete mathematical techniques to solve problems in computer science and related fields.
  • Analyze and construct mathematical proofs using propositional and predicate logic.
  • Explore cryptographic principles and their reliance on discrete mathematics.

Content Outline

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Unit 846: Discrete Mathematics Fundamentals

1. Introduction to Discrete Mathematics

  • Overview of discrete mathematics
  • Importance and applications in computer science and engineering
  • Basic concepts: sets, functions, logic, proofs

2. Set Theory

  • Definition and notation of sets
  • Types of sets: finite, infinite, empty, universal
  • Set operations: union, intersection, difference, complement
  • Subsets and power sets
  • Venn diagrams for visualization
  • Cardinality and countability

3. Propositional Logic

  • Propositions and truth values
  • Logical connectives: AND, OR, NOT, IMPLIES, BICONDITIONAL
  • Truth tables and their construction
  • Logical equivalences and laws (De Morgan’s, distributive, associative, commutative)
  • Conditional statements and implications
  • Quantifiers introduction (brief overview)

4. Predicate Logic

  • Predicates and quantifiers: universal (∀) and existential (∃)
  • Translating statements into predicate logic
  • Negations of quantified statements
  • Logical equivalences involving quantifiers
  • Applications in formal reasoning and proofs

5. Combinatorics

  • Basic counting principles
  • Permutations: definition and formulas
  • Combinations: definition and formulas
  • The principle of inclusion-exclusion
  • The pigeonhole principle
  • Applications in problem solving

6. Graph Theory

  • Basic terminology: vertices, edges, degree
  • Types of graphs: undirected, directed, weighted, bipartite
  • Paths and cycles
  • Connectivity and components
  • Special graphs: complete, trees, planar
  • Graph coloring and its importance

7. Number Theory

  • Divisibility and division algorithm
  • Prime numbers and fundamental properties
  • Greatest common divisor (GCD) and Euclidean algorithm
  • Modular arithmetic and congruences
  • The Fundamental Theorem of Arithmetic

8. Recurrence Relations

  • Introduction to recurrence relations
  • Solving linear recurrence relations with constant coefficients
  • Non-linear recurrence relations overview
  • Generating functions as a solution tool
  • Applications in counting and algorithm analysis

9. Trees and Binary Trees

  • Definition and properties of trees
  • Binary trees: structure and terminology
  • Binary search trees (BSTs) and their applications
  • Tree traversal algorithms: preorder, inorder, postorder
  • Applications of trees in computer science

10. Cryptography

  • Introduction to cryptography and importance
  • Basic encryption techniques: symmetric and asymmetric
  • Cryptographic algorithms overview
  • RSA encryption: principles and mathematics
  • Applications of discrete mathematics in data security

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