Difference between NP-hard and NP-complete problems

Category NP-hard Problems NP-complete Problems Definition A problem that is at least as hard as the hardest problems in NP. A problem that belongs to … Read more

Reliability design with example

Reliability Design Analysis refers to the process of evaluating and analyzing the reliability of a system or component design. Reliability design analysis and the design … Read more

Kruskal’s algorithm

Kruskal’s algorithm is another popular algorithm for finding the minimum spanning tree (MST) of a weighted undirected graph. It is based on sorting the edges … Read more

Prims algorithm

Prim’s algorithm is a greedy algorithm used to find the minimum spanning tree (MST) of a weighted undirected graph. A minimum spanning tree is a … Read more

Shortest Path Algorithms Dijkstra’s

Dijkstra’s algorithm can efficiently find the shortest path from a source node to all other nodes in a graph. Here’s how you can use Dijkstra’s … Read more

Knapsack Problem Solved by dynamic programming

Define how Knapsack Problem is Solved by dynamic programming.Consider n=3(w, w, w₁)=(2, 3, 3), (P,, P₂, P₂)=(1,2,4) and 6. Find optimal solution. n = 3 … Read more

Linear search

The linear search algorithm, also known as sequential search, is a simple searching algorithm that checks each element in a collection until the target element … Read more

Searching Algorithms

Searching algorithms are used to find the presence or location of a specific element within a collection of data. They play a crucial role in … Read more

Difference between Big o vs Omega vs Theta notation

Notation Meaning Represents Example Big O (O) Upper bound Worst-case growth rate O(n2) – Quadratic time Omega (Ω) Lower bound Best-case growth rate Ω(n) – … Read more

Theta notation

What is Theta notation Theta notation (Θ) is a mathematical notation used in computer science to describe the tight bound or the asymptotically tight behavior … Read more