Introduction: Abstract Data Types

Contents

Good Programs Use Abstraction

What makes a program good?
  1. it works (as specified!)
  2. it is easy to understand and modify
  3. it is reasonably efficient.
One way to help achieve (2) (which helps with (1)) is to use abstract data types, or ADTs. The idea of an ADT is to separate the notions of specification (what kind of thing we're working with, and what operations can be performed on it) and implementation (how the thing and its operations are actually implemented).

The benefits of using ADTs include:

Fortunately for us, object-oriented programming languages (like Java) make it easy for programmers to use ADTs: Each ADT corresponds to a class, and the operations on the ADT are the class's public methods The user, or client of the ADT only needs to know about the method interfaces (the names of the methods, the types of the parameters, what the methods do, and what if any values they return), not the actual implementation.

Abstract Data Types

There are two parts to each ADT:

  1. The public or external part, which consists of:
    • The conceptual picture (the user's view of what the object looks like, how the structure is organized).
    • The conceptual operations (what the user can do to the ADT).
  2. The private or internal part, which consists of:
    • The representation (how the structure is actually stored).
    • The implementation of the operations (the actual code).

In general, there are many possible operations that could be defined for each ADT; however, they often fall into these categories:

  1. initialize
  2. add data
  3. access data
  4. remove data
In this class, we will study a number of different abstract data types, different ways to implement them, and different ways to use them. Our first ADT (coming up in the next set of notes) is the List.