Server Side Programming Articles

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Prove That Dense Subgraph Is NP-Complete By Generalisation

Satadru Jati
Satadru Jati
Updated on 09-Oct-2023 499 Views

Even with limitless time, algorithms are unable to resolve all computer problems. The answer to NP-complete problems remains unknown. It's worth noting that when single NP-complete issue is able to be answered in polynomial time, then all others may be resolved as well. Dense Subgraph A dense subgraph is one that has numerous edges for each vertex in the theory of graphs and computer science. Clique A clique constitutes a subsection of a graph in which every vertex is linked to every other vertex, making the "subgraph" a full graph.  "Maximal Clique Problem" aims for locating the largest clique in ...

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Prove That A Problem Consisting Of Clique And Independent Set Is Np-Complete

Satadru Jati
Satadru Jati
Updated on 09-Oct-2023 2K+ Views

There is no solution to "NP-complete" problems. So far, there hasn't been a polynomial time method developed for any NP-complete problem, nor has anyone shown that there isn't one. There is an intriguing fact about NP-complete problems: if one manages to be resolved under polynomial time, all are within reach. In this post, we'll prove that a problem comprising an independent set and clique is NP-Complete. Clique A clique refers to a "subgraph" of a graph in which every node is connected to one another, implying that the subsection is a complete graph. NP-Class The NP in the NP class ...

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Prove That Sparse Graph Is Np-Complete

Satadru Jati
Satadru Jati
Updated on 09-Oct-2023 519 Views

Even with infinite time, there are some computing issues that algorithms cannot resolve. NP-complete problems are those whose solution is unknown. It's intriguing to note that if one NP-complete question can be resolved in polynomial time, subsequently, all others can be resolved. In this study, we will define a sparse graph, discuss several complexity classes, independent sets, and demonstrate that sparse graphs are NP-complete. What Is A Sparse Graph? A sparse graph is one with a limited number of edges. The total number of edges in this situation is significantly fewer than there could be or the highest possible number ...

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Monotonic Shortest Path from Source to Destination in Directed Weighted Graph

Satadru Jati
Satadru Jati
Updated on 09-Oct-2023 778 Views

Pathfinding algorithms are based on graph search techniques that study paths between nodes, starting with one node and progressing via connections until the objective is attained. In this post, we'll talk about weighted graphs and how to calculate the monotonic shortest route between source and end node in a directed weighted graph. What Are Weighted Graphs? A weighted graph combines a graph with a weight function. That is, it assigns an integer weight to every edge. There are multiple uses for edge weights for a graph − Network Connection Latency  Road Network Distances The Strength of a social network interaction ...

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Find All Remaining Vertices In Graph After Marking Shortest Path For Neighbours

Satadru Jati
Satadru Jati
Updated on 09-Oct-2023 243 Views

Algorithms concerning graph search algorithms traverse a graph in pursuit of broad discovery or targeted search. These algorithms cut pathways across the network, but no one expects those paths to be computationally optimum. Pathfinding algorithms are assembled on graph search techniques as well as these investigate pathways amongst vertices, beginning at a specific node and going via connections till the goal is visited. What Are Graphs? Graphs are data structures that reflect "connections" among sets of components. These items are known as nodes. Edges are the connections between nodes. Shortest Path The Shortest Path algorithms locate the shortest paths or ...

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How to use Hashmap in TypeScript?

Shubham Vora
Shubham Vora
Updated on 07-Oct-2023 45K+ Views

The Hashmap is the one kind of data structure that stores the key-value pairs of the different data.  Like other programming languages, TypeScript also contains a built-in map data structure. In JavaScript, we can't define the key or value type that needs to be stored in the map. So, we need to create a map of the generic type. In TypeScript, we can define the type of the key and value to be stored in the map. Syntax Following is the syntax create the map in TypeScript − let hashMap = new Map(); Parameters key_Type − It is ...

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How to change the color of the axis, ticks and labels for a plot in matplotlib?

Rishikesh Kumar Rishi
Rishikesh Kumar Rishi
Updated on 07-Oct-2023 42K+ Views

We can change the color of the axis, ticks and labels, using ax.spines['left'].set_color('red') and ax.spines['top'].set_color('red') statements. To change the color of the axis, ticks, and labels for a plot in matplotlib, we can take the following steps −Create a new figure, or activate an existing figure, using plt.figure().Add an axis to the figure as part of a subplot arrangement, using plt.add_subplot(xyz) where x is nrows, y is ncols and z is the index. Here taking x = 1(rows), y = 2(columns) and z = 1(position).Set up X-axis and Y-axis labels using set_xlabel and set_ylabel method for creating ax using add_subplot().To ...

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Golang Program to Convert String Value to Byte Value

Akhil Sharma
Akhil Sharma
Updated on 07-Oct-2023 33K+ Views

In this tutorial, we will learn how to convert string values to byte values using golang programming language. String Value − A string value is just a sequence of characters, like "abc". A string value is always enclosed in quotes. All types of characters are allowed (even digits, as in "abc123"). Strings can contain any number of characters. Byte value − The byte data type is an 8-bit signed two's complement integer. It has a minimum value of -128 and a maximum value of 127 (inclusive). The byte data type can be useful for saving memory in large arrays, where ...

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Sorting a Vector of Numeric Strings in Ascending Order

Esha Thakur
Esha Thakur
Updated on 06-Oct-2023 820 Views

In this article, we'll examine a C++ procedure for ascendingly sorting an array of numerical string values. Sorting is a basic operation that entails organizing elements in a predetermined order. Because they are character-based strings that represent numbers, and these numerical strings provide a special set of challenges when it is related to sorting. The issue statement, a method and algorithm for solving it, a C++ implementation, a complexity reasoning of the provided approach, and a summary of the main points will all be covered. Problem Statement Consider a vector containing numerical strings, the aim is to arrange them in ...

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Maximum count of unique index 10 or 01 substrings in given Binary string

Shubham Vora
Shubham Vora
Updated on 05-Oct-2023 267 Views

In this problem, we will count the maximum number of 10 and 01 pairs that can be formed using the given binary string. To solve the problem, we can check the number of 10 and 01 pairs we can form using adjacent characters without sharing any characters in two pairs. Problem Statement We have given a bin_str binary string. We need to count the maximum number of 10 and 01 pairs we can make using the adjacent characters only. Also, we can use one character in any single pair. Two pairs can't share a single character. Sample Examples Input ...

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