@Recursion is a process in which a function calls itself as a subroutine. This allows the function to be repeated several times.
@Recursion property
@Tower of Hanoi
The presentation covered time and space complexity, average and worst case analysis, and asymptotic notations. It defined key concepts like time complexity measures the number of operations, space complexity measures memory usage, and worst case analysis provides an upper bound on running time. Common asymptotic notations like Big-O, Omega, and Theta were explained, and how they are used to compare how functions grow relative to each other as input size increases.
Perceptrons are a type of artificial neural network where each unit is called a perceptron. Perceptrons take a vector of inputs and can only deal with linearly separable functions like AND and OR, but not XOR. The perceptron training rule modifies weights at each step according to the error between the target and actual output. If there is no error, the weights are not updated. Gradient descent was introduced to handle non-linearly separable functions by finding weights for the best fit without a threshold, by minimizing the squared error over all training examples through iterative weight updates in the direction of steepest descent. The delta rule for gradient descent is similar to the perceptron rule but uses the linear unit output rather than the
This document discusses recursion, including:
- Recursive functions call themselves, with a base case to end recursion and a general case that calls a smaller version.
- Recursive solutions are generally less efficient than iterative ones but work for some problems.
- Examples include computing powers and factorials recursively, and solving the Towers of Hanoi puzzle recursively by breaking it into smaller subproblems.
Recursion is a technique in programming where a function calls itself to solve smaller instances of the same problem. It involves two main components: the base case and the recursive case. The base case is the condition that stops the recursive calls, preventing infinite loops. The recursive case is where the function continues to call itself, breaking the problem down into smaller parts. For example, calculating the factorial of a number can be done using recursion, where `n! = n * (n-1)!` with `0! = 1` as the base case.
In data structures, recursion is commonly used for tasks like traversing or searching through trees and linked lists. It simplifies complex problems by dividing them into more manageable subproblems. For instance, in binary trees, recursive methods are used for traversals such as Preorder, Inorder, and Postorder, which visit nodes in a specific order using recursive function calls.
The document discusses recursion, which is a technique that solves a problem by solving smaller instances of the same problem. It provides examples of recursive functions, including factorial, combinations, multiplication, Fibonacci, and greatest common divisor (GCD). Recursive functions contain a base case with a straightforward solution and recursively define the problem in terms of smaller instances until reaching the base case. C uses a call stack to maintain the state of each recursive call.
Bartosz Milewski, Re-discovering Monads in C++Platonov Sergey
油
Once you know what a monad is, you start seeing them everywhere. The std::future library of C++11 was an example of an incomplete design, which stopped short of recognizing the monadic nature of futures. This is now being remedied in C++17, and there are new library additions, like std::expected and the range library, that are much more monad-conscious. Ill explain what a monad is using copious C++ examples.
The document discusses recursion and provides examples of recursive algorithms like factorial, Fibonacci series, and Towers of Hanoi. It explains recursion using these examples and discusses the disadvantages of recursion. It also covers divide and conquer algorithms like quicksort and binary search. Finally, it discusses backtracking and provides the example of the eight queens problem to illustrate recursive backtracking.
Convolutional neural networks (CNNs) are a type of neural network that use convolution in place of general matrix multiplication. CNNs are well-suited for image and video processing tasks due to their ability to recognize patterns in grid-like structures. A CNN layer performs convolution on its input using a kernel, applies a nonlinear activation, and then uses pooling to reduce dimensionality and introduce translation invariance. CNNs were an early successful application of deep learning, being used in the 1990s for tasks like optical character recognition.
Recursion is a technique that involves defining a function in terms of itself via self-referential calls. It allows for looping without using loop statements. A recursive function must have a base case, which provides the terminating condition to stop the infinite recursion, otherwise the function will recurse forever. To implement recursion, each recursive call pushes the function values, variables, parameters and return address onto the call stack, popping them back off after completion.
Recursion is a technique that involves defining a function in terms of itself via self-referential calls. It can be used to loop without an explicit loop statement. A recursive function must have a base case that does not involve further recursion in order to terminate after a finite number of calls. When a recursive function is called, information like function values and local variables are pushed onto a call stack to keep track of each nested call.
This document discusses 3D graphics and transformations. It begins by introducing the goals of 3D graphics as producing 2D images from a mathematically described 3D environment. It then covers coordinate systems, affine transformations like translation, rotation, and scaling, and how they are represented by matrices. Homogeneous coordinates are introduced to represent transformations uniformly with matrices. Quaternions are also mentioned as an alternative to rotation matrices. The document provides examples of 3D translation, rotation, and issues around representing rotations.
Breadth-first search (BFS) is a technique for traversing graphs where the algorithm starts at a root node and explores all neighboring nodes at the present depth prior to moving on to the nodes at the next depth level. BFS guarantees to find a solution if one exists and to find the shortest solution path. An example shows using BFS to find the shortest path between two nodes by exploring all adjacent nodes at each level before moving deeper in the graph. Applications of BFS include finding shortest paths and checking for bipartiteness in graphs.
Binary search is a fast search algorithm that works on sorted data by comparing the middle element of the collection to the target value. It divides the search space in half at each step to quickly locate an element. The algorithm gets the middle element, compares it to the target, and either searches the left or right half recursively depending on if the target is less than or greater than the middle element. An example demonstrates finding the value 23 in a sorted array using this divide and conquer approach.
@A油transistor油is a device that regulates current or voltage flow and acts as a switch or gate for electronic signals.
@Working of npn transistor
@Working of pnp transistor
$This unit handles all transfer of data and addresses on the buses for the EU(execution unit).
$Segment register
$Instruction queue
$Instruction pointer
@It is the process of choosing a course of action from among alternatives to achieve a desired goal.
@Uses of decision tree
@Advantages of decision tree
Programmable Interface Device used to interface a I/O device to the microprocessor
Intel has designed several PPI chips (e.g. 8155, 8156, 8255) to interface I/O devices.
*Analog to digital conversion
*Digital to Analog conversion
How to write an error handler.
Normally, it displays a message indicating the cause of the error and may also terminate script execution when a PHP script encounters an error.
Now, while this behavior is acceptable during the development phase, it cannot continue once a PHP application has been released to actual users.
In "live" situations, it is unprofessional to display cryptic error messages (which are usually incomprehensible to non-technical users).
It is more professional to intercept these errors and either resolve them (if resolution is possible), or notify the user with an easily-understood error message (if not).
Prelims of Rass MELAI : a Music, Entertainment, Literature, Arts and Internet Culture Quiz organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
Finals of Rass MELAI : a Music, Entertainment, Literature, Arts and Internet Culture Quiz organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
Digital Tools with AI for e-Content Development.pptxDr. Sarita Anand
油
This ppt is useful for not only for B.Ed., M.Ed., M.A. (Education) or any other PG level students or Ph.D. scholars but also for the school, college and university teachers who are interested to prepare an e-content with AI for their students and others.
Bartosz Milewski, Re-discovering Monads in C++Platonov Sergey
油
Once you know what a monad is, you start seeing them everywhere. The std::future library of C++11 was an example of an incomplete design, which stopped short of recognizing the monadic nature of futures. This is now being remedied in C++17, and there are new library additions, like std::expected and the range library, that are much more monad-conscious. Ill explain what a monad is using copious C++ examples.
The document discusses recursion and provides examples of recursive algorithms like factorial, Fibonacci series, and Towers of Hanoi. It explains recursion using these examples and discusses the disadvantages of recursion. It also covers divide and conquer algorithms like quicksort and binary search. Finally, it discusses backtracking and provides the example of the eight queens problem to illustrate recursive backtracking.
Convolutional neural networks (CNNs) are a type of neural network that use convolution in place of general matrix multiplication. CNNs are well-suited for image and video processing tasks due to their ability to recognize patterns in grid-like structures. A CNN layer performs convolution on its input using a kernel, applies a nonlinear activation, and then uses pooling to reduce dimensionality and introduce translation invariance. CNNs were an early successful application of deep learning, being used in the 1990s for tasks like optical character recognition.
Recursion is a technique that involves defining a function in terms of itself via self-referential calls. It allows for looping without using loop statements. A recursive function must have a base case, which provides the terminating condition to stop the infinite recursion, otherwise the function will recurse forever. To implement recursion, each recursive call pushes the function values, variables, parameters and return address onto the call stack, popping them back off after completion.
Recursion is a technique that involves defining a function in terms of itself via self-referential calls. It can be used to loop without an explicit loop statement. A recursive function must have a base case that does not involve further recursion in order to terminate after a finite number of calls. When a recursive function is called, information like function values and local variables are pushed onto a call stack to keep track of each nested call.
This document discusses 3D graphics and transformations. It begins by introducing the goals of 3D graphics as producing 2D images from a mathematically described 3D environment. It then covers coordinate systems, affine transformations like translation, rotation, and scaling, and how they are represented by matrices. Homogeneous coordinates are introduced to represent transformations uniformly with matrices. Quaternions are also mentioned as an alternative to rotation matrices. The document provides examples of 3D translation, rotation, and issues around representing rotations.
Breadth-first search (BFS) is a technique for traversing graphs where the algorithm starts at a root node and explores all neighboring nodes at the present depth prior to moving on to the nodes at the next depth level. BFS guarantees to find a solution if one exists and to find the shortest solution path. An example shows using BFS to find the shortest path between two nodes by exploring all adjacent nodes at each level before moving deeper in the graph. Applications of BFS include finding shortest paths and checking for bipartiteness in graphs.
Binary search is a fast search algorithm that works on sorted data by comparing the middle element of the collection to the target value. It divides the search space in half at each step to quickly locate an element. The algorithm gets the middle element, compares it to the target, and either searches the left or right half recursively depending on if the target is less than or greater than the middle element. An example demonstrates finding the value 23 in a sorted array using this divide and conquer approach.
@A油transistor油is a device that regulates current or voltage flow and acts as a switch or gate for electronic signals.
@Working of npn transistor
@Working of pnp transistor
$This unit handles all transfer of data and addresses on the buses for the EU(execution unit).
$Segment register
$Instruction queue
$Instruction pointer
@It is the process of choosing a course of action from among alternatives to achieve a desired goal.
@Uses of decision tree
@Advantages of decision tree
Programmable Interface Device used to interface a I/O device to the microprocessor
Intel has designed several PPI chips (e.g. 8155, 8156, 8255) to interface I/O devices.
*Analog to digital conversion
*Digital to Analog conversion
How to write an error handler.
Normally, it displays a message indicating the cause of the error and may also terminate script execution when a PHP script encounters an error.
Now, while this behavior is acceptable during the development phase, it cannot continue once a PHP application has been released to actual users.
In "live" situations, it is unprofessional to display cryptic error messages (which are usually incomprehensible to non-technical users).
It is more professional to intercept these errors and either resolve them (if resolution is possible), or notify the user with an easily-understood error message (if not).
Prelims of Rass MELAI : a Music, Entertainment, Literature, Arts and Internet Culture Quiz organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
Finals of Rass MELAI : a Music, Entertainment, Literature, Arts and Internet Culture Quiz organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
Digital Tools with AI for e-Content Development.pptxDr. Sarita Anand
油
This ppt is useful for not only for B.Ed., M.Ed., M.A. (Education) or any other PG level students or Ph.D. scholars but also for the school, college and university teachers who are interested to prepare an e-content with AI for their students and others.
SOCIAL CHANGE(a change in the institutional and normative structure of societ...DrNidhiAgarwal
油
This PPT is showing the effect of social changes in human life and it is very understandable to the students with easy language.in this contents are Itroduction, definition,Factors affecting social changes ,Main technological factors, Social change and stress , what is eustress and how social changes give impact of the human's life.
How to attach file using upload button Odoo 18Celine George
油
In this slide, well discuss on how to attach file using upload button Odoo 18. Odoo features a dedicated model, 'ir.attachments,' designed for storing attachments submitted by end users. We can see the process of utilizing the 'ir.attachments' model to enable file uploads through web forms in this slide.
How to Configure Flexible Working Schedule in Odoo 18 EmployeeCeline George
油
In this slide, well discuss on how to configure flexible working schedule in Odoo 18 Employee module. In Odoo 18, the Employee module offers powerful tools to configure and manage flexible working schedules tailored to your organization's needs.
The Constitution, Government and Law making bodies .saanidhyapatel09
油
This PowerPoint presentation provides an insightful overview of the Constitution, covering its key principles, features, and significance. It explains the fundamental rights, duties, structure of government, and the importance of constitutional law in governance. Ideal for students, educators, and anyone interested in understanding the foundation of a nations legal framework.
APM event hosted by the South Wales and West of England Network (SWWE Network)
Speaker: Aalok Sonawala
The SWWE Regional Network were very pleased to welcome Aalok Sonawala, Head of PMO, National Programmes, Rider Levett Bucknall on 26 February, to BAWA for our first face to face event of 2025. Aalok is a member of APMs Thames Valley Regional Network and also speaks to members of APMs PMO Interest Network, which aims to facilitate collaboration and learning, offer unbiased advice and guidance.
Tonight, Aalok planned to discuss the importance of a PMO within project-based organisations, the different types of PMO and their key elements, PMO governance and centres of excellence.
PMOs within an organisation can be centralised, hub and spoke with a central PMO with satellite PMOs globally, or embedded within projects. The appropriate structure will be determined by the specific business needs of the organisation. The PMO sits above PM delivery and the supply chain delivery teams.
For further information about the event please click here.
Mate, a short story by Kate Grenvile.pptxLiny Jenifer
油
A powerpoint presentation on the short story Mate by Kate Greenville. This presentation provides information on Kate Greenville, a character list, plot summary and critical analysis of the short story.
Finals of Kaun TALHA : a Travel, Architecture, Lifestyle, Heritage and Activism quiz, organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
Blind Spots in AI and Formulation Science Knowledge Pyramid (Updated Perspect...Ajaz Hussain
油
This presentation delves into the systemic blind spots within pharmaceutical science and regulatory systems, emphasizing the significance of "inactive ingredients" and their influence on therapeutic equivalence. These blind spots, indicative of normalized systemic failures, go beyond mere chance occurrences and are ingrained deeply enough to compromise decision-making processes and erode trust.
Historical instances like the 1938 FD&C Act and the Generic Drug Scandals underscore how crisis-triggered reforms often fail to address the fundamental issues, perpetuating inefficiencies and hazards.
The narrative advocates a shift from reactive crisis management to proactive, adaptable systems prioritizing continuous enhancement. Key hurdles involve challenging outdated assumptions regarding bioavailability, inadequately funded research ventures, and the impact of vague language in regulatory frameworks.
The rise of large language models (LLMs) presents promising solutions, albeit with accompanying risks necessitating thorough validation and seamless integration.
Tackling these blind spots demands a holistic approach, embracing adaptive learning and a steadfast commitment to self-improvement. By nurturing curiosity, refining regulatory terminology, and judiciously harnessing new technologies, the pharmaceutical sector can progress towards better public health service delivery and ensure the safety, efficacy, and real-world impact of drug products.
How to Modify Existing Web Pages in Odoo 18Celine George
油
In this slide, well discuss on how to modify existing web pages in Odoo 18. Web pages in Odoo 18 can also gather user data through user-friendly forms, encourage interaction through engaging features.
Prelims of Kaun TALHA : a Travel, Architecture, Lifestyle, Heritage and Activism quiz, organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
1. OBJECTIVE OF PRESENTATION
Define recursion and its property
Example of recursion
Tower of Hanoi and its algorithm
Example of tower of Hanoi.
2. RECURSION
Recursion is a process in which a function calls itself as a
subroutine. This allows the function to be repeated several times.
3. Recursion property
Recursive procedure must have the following two properties:
1) There must be certain criteria, called base criteria.
2) Each time the procedure does call itself,it must be closer to the
base criteria.
4. Example of recursion
Factorial function
The product of positive integer from 1 to n is called n factorial.
1) If N=0 then, When N=1
FN =1 F1 =1*F1-1
2) If N>0 then, F1 =1* F0
FN =N* FN-1 F1 =1
When N=0 Similarly,F2 =2
F0 = 1 F3 =6
5. Tower of Hanoi
Tower of Hanoi is a mathematical game or puzzle. It consists of three rods,
and a number of disks of different sizes which can slide onto any rod.
Following rules:
1. .Only one disk must be moved at a time.
2. No disk may be placed on top of a smaller disk
3. The minimum number of moves required to solve a Tower of Hanoi