This chapter discusses searching, sorting algorithms, and the vector type in C++. It covers sequential search, bubble sort, insertion sort, and binary search algorithms. It also explains how vectors can implement dynamic lists that can grow and shrink in size during program execution, unlike standard arrays.
Matlab is programming language developed by MathWorks that provides a computing environment for programming.
www.techsparks.co.in/introduction-and-basics-of-matlab/
Programs are composed from a series of computation steps. Standardizing those steps and how they are chained simplifies both the development and maintenance of applications.
Monads are the abstractions that help do just that. Functions are all one needs a computation building blocks, as they can be lifted to abstractions that hide complexity.
Matlab is programming language developed by MathWorks that provides a computing environment for programming.
www.techsparks.co.in/introduction-and-basics-of-matlab/
Programs are composed from a series of computation steps. Standardizing those steps and how they are chained simplifies both the development and maintenance of applications.
Monads are the abstractions that help do just that. Functions are all one needs a computation building blocks, as they can be lifted to abstractions that hide complexity.
what is web ?
why database on the web?
website technologies like HTML,CSS,JavaScript,Server,Servlets,Ajax..
all contents ownership goes to respective owners :)
(Classroom Presentaion)
Java SE 8 has brought lambdas, default methods, type annotations, compact profiles, etc. As a result, the Java SE platform specification was changed to reflect new features.
The session shows how the new Java 8 features have been implemented in Excelsior JET JVM, written from scratch, very different from the Oracle HotSpot JVM, but compatible with the Java SE specification.
As a result, an attendee will refresh his/her memory regarding new Java 8 features, will learn how they affected the JVM specification, how the lambda expressions are translated into Java bytecode and how they can be optimized at the JVM level.
Modern Programming in Java 8 - Lambdas, Streams and Date Time APIGanesh Samarthyam
This presentation provides a comprehensive overview of modern programming in Java. It focuses only on Java 8 features: Lambdas, Streams and Date Time API. It also briefly covers refactoring legacy Java code to Java 8.
Running Microservices on Amazon ECS - AWS April 2016 Webinar SeriesAmazon Web Services
Running and managing large scale applications with microservices architectures is hard and often requires operating complex container management infrastructure. Amazon EC2 Container Service (ECS) is a highly scalable, high performance container management service that supports Docker containers and allows you to easily run applications on a managed cluster of Amazon EC2 instances.
In this webinar, we will walk through a number of patterns used by our customers to run their microservices platforms. We will dive deep into some of the challenges of running microservices and we’ll see how Amazon ECS can help address them.
Learning Objectives:
• Understand the basics of Amazon ECS
• How to run and manage microservices using Amazon ECS
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
for beginners, providing thorough training in areas such as SEO, digital communication marketing, and PPC training in Noida. After finishing the program, students receive the certifications recognised by top different universitie, setting a strong foundation for a successful career in digital marketing.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Executive Directors Chat Leveraging AI for Diversity, Equity, and InclusionTechSoup
Let’s explore the intersection of technology and equity in the final session of our DEI series. Discover how AI tools, like ChatGPT, can be used to support and enhance your nonprofit's DEI initiatives. Participants will gain insights into practical AI applications and get tips for leveraging technology to advance their DEI goals.
2. Objectives
• In this chapter, you will:
– Learn about list processing and how to search a
list using sequential search
– Explore how to sort an array using the bubble sort
and insertion sort algorithms
– Learn how to implement the binary search
algorithm
– Become familiar with the vector type
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 2
3. List Processing
• List: a collection of values of the same type
• Array is a convenient place to store a list
• Basic list operations:
– Search the list for a given item
– Sort the list
– Insert an item in the list
– Delete an item from the list
– Print the list
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 3
4. Searching
• Sequential search algorithm:
– Not very efficient for large lists
– On average, number of key comparisons is equal
to half the size of the list
– Does not assume that the list is sorted
• If the list is sorted, the search algorithm can
be improved
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 4
5. Bubble Sort
• list[0]...list[n - 1]
– List of n elements, indexed 0 to n – 1
– Example: a list of five elements (Figure 16-1)
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 5
6. Bubble Sort (cont’d.)
• Series of n - 1 iterations
– Successive elements list[index] and
list[index + 1] of list are compared
– If list[index] > list[index + 1]
• Swap list[index] and list[index + 1]
– Smaller elements move toward the top (beginning
of the list)
– Larger elements move toward the bottom (end of
the list)
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 6
11. Bubble Sort (cont’d.)
• List of length n
– Exactly n(n - 1) / 2 key comparisons
– On average n(n - 1) / 4 item assignments
• If n = 1000
– 500,000 key comparisons and 250,000 item
assignments
• Can improve performance if we stop the sort
when no swapping occurs in an iteration
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 11
12. Insertion Sort
• Sorts the list by moving each element to its
proper place
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 12
13. Insertion Sort (cont’d.)
• Consider the element list[4]
– First element of unsorted list
– list[4] < list[3]
• Move list[4] to proper location at list[2]
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 13
18. Insertion Sort (cont’d.)
• During the sorting phase, the array is divided
into two sublists: sorted and unsorted
– Sorted sublist elements are sorted
– Elements in the unsorted sublist are to be moved
into their proper places in the sorted sublist, one
at a time
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 18
19. Insertion Sort (cont’d.)
• List of length n
– About (n2
+ 3n – 4) / 4 key comparisons
– About n(n – 1) / 4 item assignments
• If n = 1000
– 250,000 key comparisons
– 250,000 item assignments
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 19
20. Binary Search
• Much faster than a sequential search
• List must be sorted
• “Divide and conquer”
• Compare search item with middle element
– If less than middle: search only upper half of list
– If more than middle: search only lower half of list
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 20
22. Performance of Binary Search
• If L is a sorted list of size 1024
– Every iteration of the while loop cuts the size of
the search list by half
– At most, 11 iterations to determine whether x is in L
– Binary search will make 22 comparisons at most
• If L has1,048,576 elements
– Binary search makes 42 item comparisons at most
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 22
23. Performance of Binary Search
(cont’d.)
• For a sorted list of length n:
– Maximum number comparisons is 2log2n + 2
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 23
24. vector type (class)
• Only a fixed number of elements can be
stored in an array
• Inserting and removing elements causes
shifting of remaining elements
• vector type implements a list
– vector container
– vector
– vector object
– object
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 24
25. vector type (class) (cont’d.)
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 25
26. vector type (class) (cont’d.)
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 26
27. vector type (class) (cont’d.)
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 27
28. Vectors and Range-Based for loops
• Can use range-based for loop in C++11
Standard to process vector elements
for (auto p : list) //for all p in list
cout << p << " ";
cout << endl;
• Can initialize a vector object
vector<int> intList = {13, 75, 28, 35};
–Not supported by all C++11 compilers
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 28
29. Summary
• List
– Set of elements of the same type
• Sequential search
– Searches each element until item is found
• Sorting algorithms
– Bubble sort
– Insertion sort
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 29
30. Summary (cont’d.)
• Binary search
– Much faster than sequential search
– Requires that the list is sorted
• vector type
– Implements a list
– Can increase/decrease in size during program
execution
– Must specify the type of object the vector stores
C++ Programming: From Problem Analysis to Program Design, Seventh Edition 30