This is a Java Program to implement Sparse Vector. Sparse vectors are useful implementation of vectors that mostly contains zeroes. Here sparse vectors consists of (index, value) pairs.
Here is the source code of the Java Program to implement Sparse Vector. The Java program is successfully compiled and run on a Windows system. The program output is also shown below.
/** ** Java Program to implement Sparse Vector **/ import java.util.Scanner; import java.util.TreeMap; import java.util.Map; /** Class SparseVector **/ class SparseVector { /* Tree map is used to maintain sorted order */ private TreeMap<Integer, Double> st; private int N; /** Constructor **/ public SparseVector(int N) { this.N = N; st = new TreeMap<Integer, Double>(); } /** Function to insert a (key, value) pair **/ public void put(int i, double value) { if (i < 0 || i >= N) throw new RuntimeException("\nError : Out of Bounds\n"); if (value == 0.0) st.remove(i); else st.put(i, value); } /** Function to get value for a key **/ public double get(int i) { if (i < 0 || i >= N) { throw new RuntimeException("\nError : Out of Bounds\n"); } if (st.containsKey(i)) return st.get(i); else return 0.0; } /** Function to get size of the vector **/ public int size() { return N; } /** Function to get dot product of two vectors **/ public double dot(SparseVector b) { SparseVector a = this; if (a.N != b.N) throw new RuntimeException("Error : Vector lengths are not same"); double sum = 0.0; if (a.st.size() <= b.st.size()) { for (Map.Entry<Integer, Double> entry : a.st.entrySet()) if (b.st.containsKey(entry.getKey())) sum += a.get(entry.getKey()) * b.get(entry.getKey()); } else { for (Map.Entry<Integer, Double> entry : b.st.entrySet()) if (a.st.containsKey(entry.getKey())) sum += a.get(entry.getKey()) * b.get(entry.getKey()); } return sum; } /** Function to get sum of two vectors **/ public SparseVector plus(SparseVector b) { SparseVector a = this; if (a.N != b.N) throw new RuntimeException("Error : Vector lengths are not same"); SparseVector c = new SparseVector(N); for (Map.Entry<Integer, Double> entry : a.st.entrySet()) c.put(entry.getKey(), a.get(entry.getKey())); for (Map.Entry<Integer, Double> entry : b.st.entrySet()) c.put(entry.getKey(), b.get(entry.getKey()) + c.get(entry.getKey())); return c; } /** Function toString() for printing vector **/ public String toString() { String s = ""; for (Map.Entry<Integer, Double> entry : st.entrySet()) s += "(" + entry.getKey() + ", " + st.get(entry.getKey()) + ") "; return s; } } /** Class SparseVector **/ public class SparseVectorTest { public static void main(String[] args) { System.out.println("Sparse Vector Test\n"); Scanner scan = new Scanner(System.in); System.out.println("Enter size of sparse vectors"); int n = scan.nextInt(); SparseVector v1 = new SparseVector(n); SparseVector v2 = new SparseVector(n); System.out.println("\nEnter number of entries for vector 1"); int n1 = scan.nextInt(); System.out.println("Enter "+ n1 +" (int, double) pairs"); for (int i = 0; i < n1; i++) v1.put(scan.nextInt(), scan.nextDouble() ); System.out.println("\nEnter number of entries for vector 2"); int n2 = scan.nextInt(); System.out.println("Enter "+ n2 +" (int, double) pairs"); for (int i = 0; i < n2; i++) v2.put(scan.nextInt(), scan.nextDouble() ); System.out.println("\n"); System.out.println("Vector v1 = " + v1); System.out.println("Vector v2 = " + v2); System.out.println("\nv1 dot v2 = " + v1.dot(v2)); System.out.println("v1 + v2 = " + v1.plus(v2)); } }
Sparse Vector Test Enter size of sparse vectors 70000 Enter number of entries for vector 1 4 Enter 4 (int, double) pairs 3 1.0 2500 6.3 5000 10.0 60000 5.7 Enter number of entries for vector 2 3 Enter 3 (int, double) pairs 1 7.5 3 5.7 2500 -6.3 Vector v1 = (3, 1.0) (2500, 6.3) (5000, 10.0) (60000, 5.7) Vector v2 = (1, 7.5) (3, 5.7) (2500, -6.3) v1 dot v2 = -33.989999999999995 v1 + v2 = (1, 7.5) (3, 6.7) (5000, 10.0) (60000, 5.7)
Related posts:
Checking for Empty or Blank Strings in Java
Từ khóa throw và throws trong Java
Shuffling Collections In Java
Spring Security Registration – Resend Verification Email
Guide to the Java Queue Interface
Java Program to Compute Determinant of a Matrix
A Guide to HashSet in Java
Hướng dẫn Java Design Pattern – Builder
Spring Security – Reset Your Password
Giới thiệu Google Guice – Dependency injection (DI) framework
Guide to UUID in Java
Java – Rename or Move a File
Java Program to Generate Random Partition out of a Given Set of Numbers or Characters
Mix plain text and HTML content in a mail
Java Program to Implement Find all Forward Edges in a Graph
Java Program to Check Whether an Input Binary Tree is the Sub Tree of the Binary Tree
Tránh lỗi ConcurrentModificationException trong Java như thế nào?
Spring Cloud – Adding Angular
Java Program to Implement Bit Array
Introduction to Spliterator in Java
Use Liquibase to Safely Evolve Your Database Schema
Java Program to Check whether Undirected Graph is Connected using DFS
Lập trình hướng đối tượng (OOPs) trong java
Rate Limiting in Spring Cloud Netflix Zuul
Automatic Property Expansion with Spring Boot
JUnit 5 for Kotlin Developers
Versioning a REST API
Java Program to Implement D-ary-Heap
Spring 5 Functional Bean Registration
Java Program to Implement Knight’s Tour Problem
Java Program to Implement Stack using Two Queues
Java Web Services – Jersey JAX-RS – REST và sử dụng REST API testing tools với Postman