This document outlines the units and questions for the Design & Analysis of Algorithm course. It covers topics like asymptotic notation, the master's theorem, binary search trees, dynamic programming, graph algorithms including BFS, MST, Dijkstra's algorithm and Floyd-Warshall algorithm, NP-completeness, approximation algorithms, and algorithm design techniques. The last submission date for the course is November 25th, 2014.
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This is the second lecture in the CS 6212 class. Covers asymptotic notation and data structures. Also outlines the coming lectures wherein we will study the various algorithm design techniques.
This is the second lecture in the CS 6212 class. Covers asymptotic notation and data structures. Also outlines the coming lectures wherein we will study the various algorithm design techniques.
From the perspective of Design and Analysis of Algorithm. I made these slide by collecting data from many sites.
I am Danish Javed. Student of BSCS Hons. at ITU Information Technology University Lahore, Punjab, Pakistan.
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Basic Computer Engineering Unit II as per RGPV SyllabusNANDINI SHARMA
Algorithm, Flowchart, Categories of Programming Languages, OOPs vs POP, concepts of OOPs, Inheritance, C++ Programming, How to write C++ program as a beginner, Array, Structure, etc
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An introduction to Deep Learning concepts, with a simple yet complete neural network, CNNs, followed by rudimentary concepts of Keras and TensorFlow, and some simple code fragments.
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The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
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What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
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Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
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Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
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In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
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Speakers:
Akshay Agnihotri, Product Manager
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Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
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We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
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PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
PHP Frameworks: I want to break free (IPC Berlin 2024)
Algorithms Question bank
1. Design & Analysis of Algorithm (TCS-503)
CSE-5th
Semester
Last Date of Submission: 25-Nov-2014
UNIT_1
1. What are the different properties of Asymptotic Notations?
2. Briefly explain Master’s Theorem with suitable example?
3. Can the master method be applied to the recurrence T(n)=4T(n/2) + n2
lg n? why or why
not? Give an asymptotic upper bound for this recurrence.
UNIT_2
1. Prove that a RB-Tree with n internal nodes has height at most 2 lg (n +1).
2. Show the RB-Trees that result after successively inserting the keys 41,38,31,12,19,8 into
an initially empty RB-Tree.
UNIT_3
1. Find an optimal parenthesization of a matrix-chain product whose sequence of
dimensions is <5,10,3,12,5,50,6>? 51
2. Give a dynamic programming solution to the 0-1 knapsack problem that runs in O(nW)
time, where n is number of items and W is the maximum weight of items that the thief
can put in his knapsack?
UNIT_4
1. What is the running time of BFS if its input graph is represented by an adjacency matrix
and the algorithm is modified to handle this form of input?
2. What are MSTs. Give their applications in computer science?
3. Suppose that the graph G=(V,E) is represented as an adjacency matrix. Give a simple
implementation of Prim’s algorithm for this case that runs in O(V2
) time.
4. Run the Bellman-Ford Algorithm on the directed graph Fig(following), using vertex z as
the source. In each pass, relax edges in the same order as in the figure, and show the d
and ∏ values after each pass. Now, change the weight of edge(z,x) to 4 and run the
algorithm again, using s as the source.
5. Run Dijkstra’s algorithm on the directed graph (fig. Following), first using vertex s as the
source and then using vertex z as the source. Show the d and ∏ values and vertices in set
S after each iteration?
2. 6. Run the Floyd-Warshall algorithm on the weighted , directed graph of (fig. Following).
Show that matrix D(k)
that results for each iteration?
7. State the maximum-flow problem as a linear-programming problem?
8. Run the Ford-Fulkerson algorithm on the flow network (fig note dwon from coreman)
and show the residual network after each flow augmentation. Number the vertices in L
top to bottom from 1 to 5 and in R top to bottom from 6 to 9. For each iteration, pick the
augmenting path that is lexicographically smallest.
UNIT_5
1. Suppose that all characters in the pattern P are different. Show how to accelerate NAÏVE-
STRING-MATCHER to run in time O(n) on an n-character text T.
2. Working modulo q=11, how many spurious hits does the Rabin-Karp matcher encounter
in the text T=3141592653589793 when looking for the pattern P=26.
3. Show that if HAM-CYCLE € P, then the problem of listing the vertices of a Hamiltonian
cycle, in order, is polynomial-time complement.
4. Prove that circuit-satisfiability problem is NP-complete?
5. Prove that APPROX-VERTEX-COVER is a polynomial-time-2 approximation
algorithm?
6. Explain set-covering problem with suitable example?
7. Write sort notes on the following-
a) Divide & Conquer Technique
b) Dynamic Programming
c) Greedy Approach
d) Backtracking
e) Branch & Bounds