Data structures and mathematics

  • Do you need math for data structures?

    Just like programming, math is one of the core parts of learning data structures and algorithms.
    We mainly use math to analyse efficiency of various algorithms.
    But sometimes, the problem itself contains mathematical property or requires some mathematical insight to find a solution..

  • Is data structure discrete mathematics?

    Secondly, the objects of data structures are basically objects of discrete mathematics.
    As a result, this book tries to bridge the gap between two major components of Mathematics and Computer Science..

  • What is the math behind DSA?

    The Digital Signature Algorithm (DSA) is a public-key cryptosystem and Federal Information Processing Standard for digital signatures, based on the mathematical concept of modular exponentiation and the discrete logarithm problem..

  • What math is used in data structures?

    Combinatorics: Basic principle of counting, Permutations of sets, Combinations of sets, Permutations of multisets, Combinations of multisets, Decision problem, Exhaustive search problem, Optimization problem, The rule of product, The rule of sum, Permutations with repetition, Combinations with repetition, Pascal .

  • Calculus of Data Structures [KPSW10] is an approach to combine multiple classes of constraints that allow sharing of set operations, by reducing each class to constraints of sets with a cardinality operation.
    Constraints on sets arise in a variety of tasks, from software verification to interactive theorem proving.
  • Yes, it is possible to learn and master algorithms and data structures without being exceptionally strong in mathematics.
Apr 19, 2023Math is a fundamental component of learning data structures and algorithms, just like in programming. Math is primarily used to evaluate the 
Sep 25, 2021In this video we cover some of the important topics in maths for data structures & algorithms
Duration: 1:54:54
Posted: Sep 25, 2021

Are integers a data structure?

Integers are a very simple form of data structures

Many of the algebraic structures that come up when studying functions that operate on integers also arise in the study of data structures

Taking the size of a data structure maps the algebraic constructions on data structures to the corresponding algebraic constructions on integers


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