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Lecture
Induction and Recursion: Quiz
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Structural Induction
Introduces structural induction, a method to prove properties of elements in recursively defined sets.
Structural Induction
Introduces structural induction, a method to prove properties of elements in recursively defined sets.
Logical Formulas and Types: Understanding the Kerry Howard Isomorphism
Explores the Kerry Howard Isomorphism, translating logical propositions into types and terms, with a focus on proof by induction and exam preparation.
Recursion and Induction: Proving Algorithms Correctly
Explains recursion, induction, and proving algorithm correctness through mathematical induction.
Proofs by Induction: Principles and Examples
Explains the induction principle and proofs by induction with examples like 1 + 3 + 5 + ... + (2n-1) = n².
Big-step semantics: Defining arithmetic expressions and commands
Covers the definition of a simple programming language and its big-step semantics, including arithmetic expressions and imperative commands.
Least Mean Squares with Features
Covers the concept of Least Mean Squares (LMs) with features and iterative updates.
Dynamic Programming: Solving Sequential Problems Efficiently
Explores dynamic programming for efficient problem-solving, illustrated with binomial coefficients and Pascal's triangle.
Strong Induction: The Power of Mathematical Proof
Explores strong induction as a powerful proof method with advantages over mathematical induction, demonstrated through a theorem about expressing integers as sums of powers of two.
Recurrence: Induction
Covers the principle of induction for natural numbers and the importance of caution in its application.