14.Arrays vs lists, binary search - Part A - Data Structures and Algorithms in Python
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14.Arrays vs lists, binary search - Part A

14.Arrays vs lists, binary search - Part A

This chapter covers the differences between arrays and lists in programming, focusing on their storage mechanisms, access times, and typical operations. Arrays allow constant time access to elements but are inefficient for insertion and deletion, while lists offer more flexibility for dynamic operations at the cost of linear access times. The chapter also introduces binary search as a method for finding values within sequences, emphasizing the importance of array or list representations and the need for sorted sequences in binary search algorithms.

11 sections

Sections

Navigate through the learning materials and practice exercises.

  1. 14.1
    Programming, Data Structures And Algorithms In Python

    This section explores the differences between arrays and lists in Python,...

  2. 14.1.1
    Arrays Vs. Lists

    This section explores the fundamental differences between arrays and lists...

  3. 14.1.2
    Memory Storage And Access Patterns

    This section explores the differences between arrays and lists in...

  4. 14.1.3
    Advantages And Disadvantages Of Arrays

    This section explores the advantages and disadvantages of arrays compared to...

  5. 14.1.4
    Linking Elements In Lists

    This section contrasts arrays and lists, explaining their respective...

  6. 14.1.5
    Operations On Sequences

    This section explores the key differences between arrays and lists in...

  7. 14.1.6
    Consequences Of Different Representations

    This section discusses the differences between arrays and lists in...

  8. 14.1.7
    Introduction To Binary Search

    This section introduces binary search as an efficient algorithm to locate...

  9. 14.2
    Practical Considerations In Data Structures

    This section explores the differences and practical considerations between...

  10. 14.2.1
    Algorithm Efficiency With Arrays And Lists

    This section contrasts arrays and lists in terms of their storage methods...

  11. 14.2.2
    Importance Of Order In Collections

    This section discusses the differences between arrays and lists as data...

What we have learnt

  • Arrays store elements in a contiguous block of memory, allowing constant time access.
  • Lists allow for dynamic storage of elements with flexible sizes but require linear time to access elements.
  • Insertion and deletion in lists is efficient compared to arrays due to their linked structure.

Key Concepts

-- Array
A data structure that stores a fixed-size sequence of elements of the same type, allowing for constant time access.
-- List
A data structure that stores a sequence of elements with links between them, allowing for flexible sizes and efficient insertion and deletion.
-- Binary Search
An efficient algorithm for finding a value in a sorted sequence by repeatedly dividing the search interval in half.

Additional Learning Materials

Supplementary resources to enhance your learning experience.