Data types, primitive and composite types

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Questions and Answers

Which of the following best describes the concept of data abstraction?

  • The separation of a data type's logical properties from its implementation details. (correct)
  • The encryption of sensitive data to protect it from unauthorized access.
  • The physical storage of data on a hard drive.
  • The process of combining data and functions into a single unit.

What is the primary purpose of information hiding in the context of abstraction?

  • To reduce the amount of memory used by a program.
  • To control access to the details within a module, preventing external access. (correct)
  • To protect sensitive data from unauthorized modification.
  • To make code more readable by using descriptive variable names.

Which level of the Abstract Data Type (ADT) focuses on how the data structure is represented and how its operations are implemented?

  • Application Level
  • Implementation Level (correct)
  • Logical Level
  • Abstract Level

When working at the Application level of an ADT, what is the primary focus?

<p>Creating instances of the ADT and using its operations to solve a specific problem. (A)</p> Signup and view all the answers

Which of the following is the correct association with the logical level of an ADT?

<p>What questions (B)</p> Signup and view all the answers

What is the purpose of specifying preconditions for a method?

<p>To define assumptions that must be true before the method is called. (A)</p> Signup and view all the answers

What is the significance of postconditions in method specifications?

<p>They describe the state of the program after the method has been executed. (C)</p> Signup and view all the answers

In Java, what is the primary characteristic of an abstract method?

<p>It only includes a description of its parameters without a method body. (B)</p> Signup and view all the answers

Which of the following statements is true regarding Java interfaces?

<p>Interfaces can be used to formally specify the logical level of an ADT. (D)</p> Signup and view all the answers

What happens when a class implements an interface in Java?

<p>The class must provide concrete implementations for all the abstract methods declared in the interface. (A)</p> Signup and view all the answers

What is a key benefit of using interfaces in software design?

<p>Interfaces enable type checking and ensure that implementations meet a specific contract. (D)</p> Signup and view all the answers

Which of the following is true regarding the binding of figures[3] in the given code snippet FigureInterface[] figures = new FigureInterface[COUNT]; ... (Loop to generate figures) ... figures[3]?

<p>It is dynamically bound to either the Circle or Rectangle class at run time. (A)</p> Signup and view all the answers

Which data structure follows the Last In, First Out (LIFO) principle?

<p>Stack (D)</p> Signup and view all the answers

Which of the following is NOT a fundamental operation typically associated with a stack?

<p>Sort (B)</p> Signup and view all the answers

A programming language system uses a stack for call operations; what other operations do use stacks?

<p>Operating systems and compilers (C)</p> Signup and view all the answers

In the context of collections, what is the primary characteristic that distinguishes a stack from other types of collections?

<p>Stacks maintain a first-in, last-out order. (A)</p> Signup and view all the answers

Why is implementing separate ADTs for different data types in a collection often considered redundant and not useful?

<p>It leads to code duplication and increased maintenance effort. (C)</p> Signup and view all the answers

If a collection holds elements of the 'Object' class, what consideration must be taken when retrieving elements from the collection?

<p>Elements must be cast to their original data type before use. (B)</p> Signup and view all the answers

Which of the following describes the primary advantage of using generic stacks?

<p>They eliminate the need for casting when retrieving elements. (B)</p> Signup and view all the answers

When using a generic stack, how is the type of element to be held specified?

<p>By indicating the type during stack instantiation. (A)</p> Signup and view all the answers

Why is it important for a Stack ADT to include methods like isEmpty() and isFull()?

<p>To prevent stack overflow and stack underflow exceptions. (A)</p> Signup and view all the answers

In the context of the StackInterface, what is the purpose of throwing a StackOverflowException?

<p>To signal that an attempt was made to push an element onto a full stack. (B)</p> Signup and view all the answers

What is the primary focus when studying an array-based implementation of a Stack ADT?

<p>How the array grows (C)</p> Signup and view all the answers

What is the significance of using protected access modifier for elements and topIndex in the ArrayBoundedStack class?

<p>It allows direct access from subclasses while restricting access from unrelated classes. (D)</p> Signup and view all the answers

In the ArrayBoundedStack class, what is the purpose of the DEFCAP constant?

<p>It sets the default initial capacity of the stack. (D)</p> Signup and view all the answers

What is a key difference between an ArrayBoundedStack and an ArrayListStack implementation of a stack?

<p><code>ArrayBoundedStack</code> uses fixed-size array, while <code>ArrayListStack</code> is unbounded. (C)</p> Signup and view all the answers

When implementing the isEmpty() method for ArrayListStack, what operation of the ArrayList class is used?

<p><code>size()</code> (C)</p> Signup and view all the answers

The code for push() used some method of the ArrayList, which method?

<p>add() (C)</p> Signup and view all the answers

In the context of balanced expressions, what is the role of a stack?

<p>To keep track of unmatched opening symbols. (B)</p> Signup and view all the answers

In the algorithm for checking balanced expressions, what action is taken when a closing symbol is encountered?

<p>It is compared to top value of the stack, stack needs to be popped. (B)</p> Signup and view all the answers

What integer should the test procedure return if an expression has unbalanced symbols?

<p>1 (D)</p> Signup and view all the answers

What is the key characteristic of a self-referential class, such as LLNode used in linked lists?

<p>It contains instance variables that can hold a reference to an object of the same class. (D)</p> Signup and view all the answers

Letters is the LLNode head of the String 'BCD'. What output is produced by the following code block: LLNode<String> currNode = letters; while (currNode != null) { System.out.println(currNode.getInfo()); currNode = currNode.getLink(); }?

<p>B C D (B)</p> Signup and view all the answers

In a linked list, there are different general case of insertion, one of them is:

<p>Interior (A)</p> Signup and view all the answers

Given the code for inserting a node at the front of a linked list, what happens if the list is initially empty?

<p>The new node becomes the first and only node in the list. (C)</p> Signup and view all the answers

In a link-based stack implementation, what instance variable is primarily needed?

<p>A pointer to the top. (D)</p> Signup and view all the answers

Which step happens second to implement the push(C) procedure for the linked stack, assuming that A and B are already members?

<p>Set the node link to the previous top of stack (A)</p> Signup and view all the answers

What is the primary benefit of using a linked implementation for a stack compared to an array-based implementation when the number of stack elements varies greatly?

<p>Linked implementations dynamically adjust memory usage based on the actual size. (C)</p> Signup and view all the answers

What is the primary advantage of using an array-based implementation for a stack when the maximum stack size is known and relatively small?

<p>Array-based implementations offer simplicity and overhead. (C)</p> Signup and view all the answers

In postfix notation, how are operators positioned relative to their operands?

<p>Operators are placed after their operands. (D)</p> Signup and view all the answers

During the postfix expression evaluation algorithm, what is done when an item being scanned is an operand?

<p>The operand is pushed onto the stack. (D)</p> Signup and view all the answers

What distinguishes a composite data type from an atomic (primitive) data type?

<p>Atomic types consist of single, nondecomposable data items, while composite types are composed of multiple data items. (A)</p> Signup and view all the answers

Which of the following data types represents a structured composite type?

<p>Array (D)</p> Signup and view all the answers

What is the primary goal of information hiding within the concept of abstraction?

<p>To control access to implementation details, protecting them from the rest of the system. (A)</p> Signup and view all the answers

In the context of Abstract Data Types (ADTs), what does the 'logical level' primarily define?

<p>The abstract view of the data values and the operations that can manipulate them. (A)</p> Signup and view all the answers

What is the purpose of preconditions and postconditions when specifying methods in an ADT?

<p>To specify the conditions that must be true before and after the execution of a method, respectively. (D)</p> Signup and view all the answers

In Java, what is the key characteristic of methods declared within an interface?

<p>They are implicitly abstract and do not have a method body in the interface. (C)</p> Signup and view all the answers

What is a benefit of using interfaces in Java for ADT design?

<p>Interfaces specify a 'contract' for classes, ensuring they implement specific methods. (A)</p> Signup and view all the answers

"Data are nouns in the programming world". Which is an accurate consideration of the presented definition?

<p>Data can be the information processed within the system or object. (C)</p> Signup and view all the answers

Which is an accurate reflection of the purpose of software design?

<p>It can formally check the syntax of our ADT specification. (A)</p> Signup and view all the answers

How does the LIFO principle relate to the functionality of a stack?

<p>It dictates that the last element added to the stack is the first one removed. (A)</p> Signup and view all the answers

Why is the constructor operation essential for stack ADTs?

<p>To allocate memory for the stack and initialize it as empty. (C)</p> Signup and view all the answers

What is the implication of declaring a Stack ADT as a 'generic stack'?

<p>The type of elements the stack stores is determined when the stack is created. (D)</p> Signup and view all the answers

What is the significance of the StackUnderflowException in the Stack ADT?

<p>It signifies that an attempt was made to remove or access an element from an empty stack. (D)</p> Signup and view all the answers

What does studying an array-based implementation of a stack ADT primarily involve?

<p>Examining how the stack's operations are implemented using an array data structure. (D)</p> Signup and view all the answers

Imagine you want to create a Stack that holds Integer objects. How do you declare such a stack using generic collections?

<p><code>Stack&lt;Integer&gt; numbers = new Stack&lt;Integer&gt;();</code> (C)</p> Signup and view all the answers

Why might a stack be useful in a programming language system?

<p>Stacks can analyze nested language statements. (A)</p> Signup and view all the answers

When the isFull() method returns true, what operation can cause the StackOverflowExecption to be thrown?

<p><code>push()</code> method. (A)</p> Signup and view all the answers

What is a key advantage of the ArrayListStack implementation compared to the ArrayBoundedStack implementation?

<p>The <code>ArrayListStack</code> can grow dynamically, while the <code>ArrayBoundedStack</code> has a fixed size. (C)</p> Signup and view all the answers

Which Java ArrayList method is used by ArrayListStack to implement it's own stack push()?

<p><code>add()</code> (B)</p> Signup and view all the answers

Which data type is used for the variables openSet and closeSet in algorithm verification of paranthesis and braces using stacks?

<p><code>String</code> (B)</p> Signup and view all the answers

In the algorithm for checking if an expression is well-formed, what is done with non special sympols?

<p>Non grouping characters are ignored. (C)</p> Signup and view all the answers

What does the test method do in an expression that is checked to see if grouping symbols are balanced, but comes to an end permaturely?

<p>Return 2. (D)</p> Signup and view all the answers

In the context of linked lists, what is a self-referential class, such as LLNode?

<p>A class that includes an instance variable that can hold a reference to an object of the same class. (B)</p> Signup and view all the answers

Given a linked list with head letters, which insertion general case involves modifying the link of the head node?

<p>Inserting at the beginning. (D)</p> Signup and view all the answers

In a link-based stack implementation, what is contained within the single instance variable?

<p>A pointer to the 'top' of the stack. (C)</p> Signup and view all the answers

When implementing the push() method for a link-based stack, consider that newNode is the node needed, and top is the stack top to become a member. How is this implemented?

<p>newNode becomes the node and setLink to top. (C)</p> Signup and view all the answers

During postfix expression evaluation, what action is taken when an operator is encountered?

<p>The top two operands are popped from the stack, the operation is applied, and the result is pushed back onto the stack. (A)</p> Signup and view all the answers

What are the memory implications of using a Link-based stack vs the array approach?

<p>Link-based takes up more space as each element requires more space than array approach. (C)</p> Signup and view all the answers

Regarding the constructors of the stack: Which class has operation efficiency O(N)?

<p>Array-based. (A)</p> Signup and view all the answers

For Java's Collections Framework Stack, what class does your Stack extend?

<p>Vector class. (A)</p> Signup and view all the answers

What happens when push() is called in the ArrayStack class?

<p>The top index is incremented. (B)</p> Signup and view all the answers

True or False: Stack ADT will be a generic stack.

<p>True (B)</p> Signup and view all the answers

In the push(T element) method, what happens to the stack once isFull() returns false?

<p>The element is added to the stack. (D)</p> Signup and view all the answers

Which statement is true regarding the method top()?

<p>It returns the top element. (D)</p> Signup and view all the answers

For what values of the topIndex is isEmpty() considered false? Assume standard stack procedures.

<p><code>topIndex &gt; 0</code>. (C)</p> Signup and view all the answers

How is a Stack typically visually represented?

<p>A tower of blocks. (C)</p> Signup and view all the answers

The code for array pop() used what notation?

<p>Sets the array at the top index to null. (D)</p> Signup and view all the answers

How does a stack handle data in relation to its ordering?

<p>It uses a &quot;last in, first out&quot; ordering. (D)</p> Signup and view all the answers

Which of the following operations transforms a stack by adding an element to it?

<p>push (C)</p> Signup and view all the answers

If a method is specified to throw a StackUnderflowException, under what condition does this typically occur?

<p>When the <code>pop</code> or <code>top</code> method is called on an empty stack. (A)</p> Signup and view all the answers

In an ArrayBoundedStack implementation, how is the top of the stack initially indicated?

<p>topIndex = -1 (D)</p> Signup and view all the answers

What is the purpose of the openSet and closeSet variables in the Balanced class used for checking balanced expressions?

<p>To define the acceptable open and close grouping symbols. (D)</p> Signup and view all the answers

When implementing a stack using a linked list, which reference is primarily maintained by the LinkedStack class?

<p>A reference to the top element of the stack. (D)</p> Signup and view all the answers

What is meant when data is described as the 'nouns' of the programming world?

<p>Data are the objects that are manipulated and the information that is processed. (A)</p> Signup and view all the answers

What distinguishes a 'structured composite type' from other data types?

<p>Its organization determines how individual data components are accessed. (C)</p> Signup and view all the answers

How does data encapsulation contribute to data abstraction?

<p>By separating the representation of data from how it is used at a logical level. (C)</p> Signup and view all the answers

What is the essential characteristic of the logical level of an Abstract Data Type (ADT)?

<p>It defines the data values and operations independently of implementation details. (A)</p> Signup and view all the answers

Why are preconditions important when specifying a method in an ADT?

<p>They specify the conditions that must be true before the method is called for it to work correctly using defined post conditions. (C)</p> Signup and view all the answers

In Java, what is a defining characteristic of methods declared within an interface?

<p>They are implicitly abstract and do not have a method body. (A)</p> Signup and view all the answers

What is a key advantage of using interfaces in Java for ADT design?

<p>Interfaces enable defining a contract that classes must adhere to, promoting abstraction and flexibility. (B)</p> Signup and view all the answers

In the context of an ArrayBoundedStack, what is the significance of having a bounded implementation?

<p>It limits the number of elements that can be stored, preventing stack overflow. (A)</p> Signup and view all the answers

What is a primary advantage of using a generic stack?

<p>It allows the stack to automatically handle different data types without casting. (A)</p> Signup and view all the answers

Under what circumstances would an array-based stack implementation be preferred over a link-based implementation?

<p>When the maximum stack size is known and relatively small. (A)</p> Signup and view all the answers

What is a key advantage of the link-based stack implementation compared to the array-based stack?

<p>Link-based implementations do not suffer from a fixed size limitation. (C)</p> Signup and view all the answers

In a LinkedStack implementation, what is the first step in the push operation?

<p>Create a new node to hold the element to be pushed. (B)</p> Signup and view all the answers

What is the time complexity for basic stack operations (push, pop, top) in both array-based and link-based implementations?

<p>O(1) (C)</p> Signup and view all the answers

What is the primary difference in memory usage between array-based and link-based stack implementations?

<p>Array-based stacks allocate a fixed block of memory, while link-based stacks allocate memory for each element. (A)</p> Signup and view all the answers

What is the time complexity of the constructor operation for the ArrayBoundedStack class?

<p>O(n) (A)</p> Signup and view all the answers

Flashcards

Data

Representation of information suitable for communication or analysis.

Data Type

Category of data defined by its elements and operations.

Atomic Type

Type with single, non-decomposable elements.

Composite Type

Type whose elements are composed of multiple data items.

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Data Abstraction

Separation of logical properties from implementation.

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Data Encapsulation

Separation of data representation from its logical use.

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Abstraction

Model with essential details relevant to the viewer.

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Information Hiding

Hiding details within a module.

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Abstract Data Type

Data type specified independently of implementation.

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Preconditions

Assumptions for a method to work correctly.

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Postconditions

Expected results after a method executes, if preconditions are met.

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Stack

A structure where elements are added/removed from one end (LIFO).

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Constructor (Stack)

Creates an empty stack

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Push

Adds an element to the top of the stack.

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Pop

Removes the top element from the stack.

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Top

Returns the top element of the stack, without removing it.

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Collection

An object that holds other objects.

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isEmpty()

Method to verify there are no more elements

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isFull()

Determine if Stack is still valid

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StackUnderflowException

Exception when attempting to pop an element that doesn't exist.

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StackOverflowException

Exception when attempting to add an element when the stack is at capacity.

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Node (Linked List)

A node contains information and a link to another node of the same type.

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Self-Referential Class

A class that references an object of its own class.

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Study Notes

  • Data represents information in a manner suitable for communication or analysis by humans or machines.
  • Data is the nouns of the programming world, representing objects that are manipulated and information being processed

Data Type

  • Data Type is a category of data characterized by the supported elements and operations.
  • Simple data types include integers, real numbers, and characters.

Primitive vs. Composite Type

  • Atomic or primitive types are data types with single, non-decomposable data items.
  • Composite types have multiple data items.
  • Structured composite types are organized collections in which the organization determines data access.

Data Abstraction and Encapsulation

  • Data abstraction separates a data type's logical properties from its implementation.
  • Data encapsulation separates the representation of data from the applications using it, enforcing information hiding.

2.1 Abstraction

  • Abstraction is a system model with details essential to the viewer.
  • Information hiding restricts access to details to control access to the rest of the system.
  • Data abstraction is the separation of a data type’s logical properties from its implementation.
  • Abstract Data Type (ADT) has properties specified independently of any particular implementation.

Abstract Data Type (ADT)

  • An ADT is a data type with properties specified independently of any particular implementation.
  • Java built-in types are ADTs.
  • Java programmers can use the Java class mechanism to build their own ADTs.

ADT Perspectives

  • Application level uses the ADT to solve a problem, knowing how to create instances and invoke operations.
  • Logical level provides an abstract view of data values and operations, addressing "what" questions.
  • Implementation level provides a specific representation of the structure for data and operations, addressing "how" questions.
  • Preconditions are assumptions that must be true for a method to work correctly.
  • Postconditions or Effects: are results expected after a method executes, assuming the preconditions are true.

Java Abstract Methods and Interfaces

  • Abstract methods include a description of parameters but no method bodies or implementations, including only the interface.
  • Java interfaces are similar to Java classes but with constant variables and abstract methods that cannot be instantiated.
  • Interfaces specify the logical level of an ADT, providing a template with a class then implementing it.
  • One benefit of using interfaces is the ability to formally check the specifications syntax.
  • Another benefit is that interfaces formally verifies that the interface “contract" is met by the implementation, by ensuring that names, parameters, and return types match what was defined in the interface
  • Interfaces allow for a consistent interface for applications from alternative ADT implementations.

2.1 Stacks

  • A stack is a structure where elements are added and removed from only one end, being "last in, first out" (LIFO).

Stack Operations

  • Constructor: Creates an empty stack.
  • Transformers:
    • Push adds an element to the top.
    • Pop removes the top element.
  • Observer: Top returns the top element.

Stack use

  • Stacks are used for system programming, including tracking operation calls in programming languages, analyzing nested language statements in compilers and saving information about the currently executing process so that operating systems can use high priority.

Collection Elements

  • A Collection is an object that holds other objects, allowing contents to be inserted, removed, and iterated through.
  • A stack serves as Collection ADT, gathering elements for future use and maintains a first in – last out ordering.

Implementing Stacks with Varied Element Types

Strategies for implementing stacks that will hold elements of different types:

  • Separate ADTs for each type: Implement a separate stack class for each element type
  • Class Object: Implement a stack that contains elements of class Object.
  • Interface: Implement a stack class that holds elements of a particular interface
  • Generics: Implement once and indicate the type of element to be held on instantiation.

Collections of Class Object

  • Whenever an element is removed from the collection it can only be referenced as an Object.
  • It must be cast into the type that is intended to be used,

2.4 Stack Interface

  • A stack is a "last-in-first-out" structure with push, pop, and top operations.
  • A constructor creates an empty stack.
  • The Stack ADT is a generic stack: the element class will be specified by the client code upon stack instantiation.
  • StackUnderflowException is thrown if pop and top operations happen on a stack that is empty.
  • isEmpty method is defined for application use when a stack is empty StackOverflowException is thrown if a push operations happens on a stack that is full.
  • isFull method is defined for application use to stop this from occurring.

2.5 Array-Based Implementations

  • Study an array-based implementation of a bounded Stack ADT.
  • alternate unbounded implementation that uses the Java Library ArrayList class will also be covered

ArrayBoundedStack Class

  • Implements StackInterface using an array to hold stack elements.
  • Two constructors are provided: one that creates an array of a default size and one that allows the calling program to specify the size.

Stack Operations Definition

  • isEmpty() will returns true if this stack is empty, or false if it is not: checking the topIndex is equal to -1.
  • isFull() will returns true if this stack is full, or false if it is not: checking the topIndex is equal to the elements.length - 1.
  • Push(T element) will throw stackOverflowException when a push is attempted on a full Stack. Alternatively when pushing to a Stack index is incremented by on then assigned the Element.
  • Pop() will throw a stackUnderflowException when a pop is attempted on an empty Stack. Alternatively the element is set to Null, then the index decremented by one.
  • Top() top.getInfo() will throw a stackUnderflowException top has been attempted on an empty Stack.

Using ArrayListStack Class

ArrayListStack Class uses the Java class library

  • Benefits
    • No need to worry about stacks being bounded.
    • Provides size method to track top of stack

2.7 Introduction to Linked Lists

  • Both arrays and linked lists are basic building blocks for implementing data structures.
  • Arrays and Linked Lists have key differences: memory use, manner of access, efficiency for various operations, and language support.
  • A node stores important information with links to the same object type.
  • Self-referential classes include an instance variable or variables that can hold a reference to an object of the same class.

LLNode class

  • Provides two instance variables which are protected T info; and protected LLNode<T> link;
  • Is used by creating setting a new LLNode.setLink(letters); then assigning it letters = newNode;

Traversal of a Linked List

  • Is performed by creating a variable LLNode<String> currNode = letters; then looping the list with while (currNode != null) and outputting data with System.out.println(currNode.getInfo()); then assigning it to currNode = currNode.getLink();

Insertion and Deletion

Three general cases of insertion are:

  • Insert at the beginning
  • insert in interior
  • insert at end
  • to insert at the front code is newNode.setLink(letters); letters = newNode;
  • The push(C) operation involves allocating space for the next stack node, setting the node info to the element, making the node link to the previous top of stack and making the top of stack to the new node.
  • Using a linked list to implement the Stack ADT, the only instance variable needed is the "pointer" to the 'top' with protected LLNode<T> top;

Code for the push and pull methods

  • push

  • LLNode<T> newNode = new LLNode<T>(element);

  • newNode.setLink(top);

  • top = newNode;

  • pop

  • top = top.getLink();

  • Storage size: Array storage takes the same amount of memory: proportional to maximum size. Conversely Link-based stores take space proportional to the actual size of the stack (but each element requires more space than with array approach)

  • Operation efficiency: All operations, for each approach, are O(1), except for the Constructors:Array-based: O(N) whereas Link-based has O(1)

Choice

  • The linked implementation does not have space limitations, and number of stack elements can vary greatly. -The array-based implementation is short, simple, and efficient and it operations have less overhead.
  • The Java Collections Framework Stack implementation is the Vector class which extends the Object class. The framework uses the same methods, push, pop and top and also includes both and return top element and a serarch function.

ArrayStack Class using Object class

  • A class that is written that contains the standard methodds with exception handling.

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