Euler circuit is a euler path that returns to it starting point after covering all edges. While hamilton path is a graph that covers all vertex(NOTE) exactly once. When this path returns to its starting point than this path is called hamilton circuit.
Euler circuit is a euler path that returns to it starting point after covering all edges. While hamilton path is a graph that covers all vertex(NOTE) exactly once. When this path returns to its starting point than this path is called hamilton circuit.
Trees. Defining, Creating and Traversing Trees. Traversing the File System
Binary Search Trees. Balanced Trees
Graphs and Graphs Traversal Algorithms
Exercises: Working with Trees and Graphs
We will discuss the following: Graph, Directed vs Undirected Graph, Acyclic vs Cyclic Graph, Backedge, Search vs Traversal, Breadth First Traversal, Depth First Traversal, Detect Cycle in a Directed Graph.
Algorithm to convert postfix expression into an expression tree. We already have an expression to convert an infix expression to postfix. Read a symbol from the postfix expression. If symbol is an operand, put it in a one node tree and push it on a stack
Trees. Defining, Creating and Traversing Trees. Traversing the File System
Binary Search Trees. Balanced Trees
Graphs and Graphs Traversal Algorithms
Exercises: Working with Trees and Graphs
We will discuss the following: Graph, Directed vs Undirected Graph, Acyclic vs Cyclic Graph, Backedge, Search vs Traversal, Breadth First Traversal, Depth First Traversal, Detect Cycle in a Directed Graph.
Algorithm to convert postfix expression into an expression tree. We already have an expression to convert an infix expression to postfix. Read a symbol from the postfix expression. If symbol is an operand, put it in a one node tree and push it on a stack
Microgrids are the solution to the growing demand for energy in the recent times. It has the potential to improve local reliability, reduce cost and increase penetration rates for distributed renewable energy generation. Inclusion of Renewable Energy Systems(RES) which have become the topic of discussion in the recent times due to acute energy crisis, causes the power flow in the microgrid to be bi-directional in nature. The presence of the RES in the microgrid system causes the grid to be reconfigurable. This reconfiguration might also occur due to load or utility grid connection and disconnection. Thus conventional protection strategies are not applicable to micro-grids and is hence challenging for engineers to protect the grid in a fault condition. In this paper various Minimum Spanning Tree(MST) algorithms are applied in microgrids to identify the active nodes of the current topology of the network in a heuristic approach and thereby generating a tree from the given network so that minimum number of nodes have to be disconnected from the network during fault clearance. In the paper we have chosen the IEEE-39 and IEEE-69 bus networks as our sample test systems.
Using spectral radius ratio for node degreeIJCNCJournal
In this paper, we show that the spectral radius ratio for node degree could be used to analyze the variation of node degree during the evolution of complex networks. We focus on three commonly studied models of complex networks: random networks, scale-free networks and small-world networks. The spectral radius ratio for node degree is defined as the ratio of the principal (largest) eigenvalue of the adjacency matrix of a network graph to that of the average node degree. During the evolution of each of the above three categories of networks (using the appropriate evolution model for each category), we observe the spectral radius ratio for node degree to exhibit high-very high positive correlation (0.75 or above) to that of the
coefficient of variation of node degree (ratio of the standard deviation of node degree and average node degree). We show that the spectral radius ratio for node degree could be used as the basis to tune the operating parameters of the evolution models for each of the three categories of complex networks as well as analyze the impact of specific operating parameters for each model.
Mathematics Research Paper - Mathematics of Computer Networking - Final DraftAlexanderCominsky
This Research Paper goes into the mathematics of computer networking hardware as well as encryption methods used to ensure data can safely and securely be transmitted from one point to another across a computer network and the web.
Steiner Tree: approach applying for shortest path in selected networkIOSR Journals
Abstract: This paper focus on approach for shortest path from source to destination in which an autonomous
system for virtual private network, whose communicate with each other in a private area. For selecting a
shortest path we focus on Steiner tree. The general concept of finding minimum path describes an undirected
graph, in which vertices (node) and edges (links) are playing main role. we focus on Steiner tree problem, extra
intermediate vertices and edges may be added to the graph in order to reduce the length of the spanning tree.
Keywords: Steiner tree, Autonomous system (AS).
This slide consists of a short introduction to three address code generation, different types of three address code generation such as assignment statements, assignment instructions, copy statements, Unconditional, Conditional, param x call p, n, indexed and address & pointer assignment statements.
All the information regarding 3D viewing is here. The whole presentation consists mainly of 3D viewing pipeline. This slide will make you clear about how one can have a 3d viewing of an object.
The reason behind mutual exclusion is presented here. In addition, how to be make a system free from deadlock and is it possible or not is also presented here.
A study had been done about the usage of operating system in world wide scenario. Which operating system is being used the most and to what percent is presented here.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
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Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
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3. Also known as a transportation network
It is a directed graph where each edge has a capacity and each
edge receives a flow
Often in operations research, a directed graph is called a
network, the vertices are called nodes and the edges are called
arcs
Network Flow
3
4. A network is a graph G = (V, E), where V are a set of
vertices and E are a set of edges
a non-negative function c: V × V → ℝ∞ is called the
capacity function
If two nodes in G are distinguished, a source s and a sink t,
then (G, c, s, t) is called a flow network
Definition
4
5. Source : no incoming edges
Sink : no outgoing edges
Slack : ( capacity – flow )
Augmented path : a path (u1, u2, ..., uk), where u1 = s, uk
= t, and cf (ui, ui + 1) > 0
Saturated : if flow = capacity
Unsaturated : if flow < capacity
Basic terms
5
6. Example: To find a maximum flow :
A network is at maximum flow if and only if there
is no augmenting path in the residual network Gf.
s → v → t
s → v → u → t
Fig: optimal solution 6
7. Used to model traffic in road system, circulation with diamonds, fluids in
pipes and anything similar in which sth travels through a network of nodes
Electrical distribution systems
Ecosystem network analysis
Maximum flow
Multi – commodity flow problem
Minimum cost flow problem
Circulation problem
Network with gains / generalised network
Source localization problem
Applications
7
8. For a simple graph G, Spanning tree is a subgraph of G.
It contains every vertex of G.
All the vertices are connected
The connected edges must not form a cycle
8
Spanning Tree
Simple graph Spanning tree
Not a tree since there
are small circuits and
closed cycles
It is a tree because
there is no closed cycle
and there is a single
path to every edge.
9. It is also a spanning tree
It has the smallest possible sum of weights of its edges
Algorithms used for constructing the minimum spanning tree
Prim's Algorithm
Kruskal's Algorithm
9
Minimum spanning tree
10. Step 1: Select the vertex at random
Step 2: Find all the edges that connect the tree to
new vertices, find the minimum and add it
to the tree
Step 3: Keep repeating step 2 until we get a
minimum spanning tree
10
Prim's AlgorithmPrim's Algorithm
12. Step 1:Sort all the edges from low weight to high
Step 2: Take the edge with the lowest weight and
add it to the spanning tree. If adding the
edge created a cycle, then reject this edge
Step 3: Keep adding edges until all
vertices are not included
12
Kruskal's Algorithm