1. The document discusses number systems and number conversions between binary, decimal, octal and hexadecimal numbering systems. It explains how to convert numbers between these bases using direct and indirect methods.
2. Binary operations like addition, subtraction, multiplication and division are covered. Methods for 1's complement and 2's complement subtraction are explained.
3. Combinational logic and digital logic gates are briefly introduced.
Inductive programming incorporates all approaches which are concerned with learning programs or algorithms from incomplete (formal) specifications. Possible inputs in an IP system are a set of training inputs and corresponding outputs or an output evaluation function, describing the desired behavior of the intended program, traces or action sequences which describe the process of calculating specific outputs, constraints for the program to be induced concerning its time efficiency or its complexity, various kinds of background knowledge such as standard data types, predefined functions to be used, program schemes or templates describing the data flow of the intended program, heuristics for guiding the search for a solution or other biases.
Output of an IP system is a program in some arbitrary programming language containing conditionals and loop or recursive control structures, or any other kind of Turing-complete representation language.
In many applications the output program must be correct with respect to the examples and partial specification, and this leads to the consideration of inductive programming as a special area inside automatic programming or program synthesis, usually opposed to 'deductive' program synthesis, where the specification is usually complete.
In other cases, inductive programming is seen as a more general area where any declarative programming or representation language can be used and we may even have some degree of error in the examples, as in general machine learning, the more specific area of structure mining or the area of symbolic artificial intelligence. A distinctive feature is the number of examples or partial specification needed. Typically, inductive programming techniques can learn from just a few examples.
The diversity of inductive programming usually comes from the applications and the languages that are used: apart from logic programming and functional programming, other programming paradigms and representation languages have been used or suggested in inductive programming, such as functional logic programming, constraint
programming, probabilistic programming
Research on the inductive synthesis of recursive functional programs started in the early 1970s and was brought onto firm theoretical foundations with the seminal THESIS system of Summers[6] and work of Biermann.[7] These approaches were split into two phases: first, input-output examples are transformed into non-recursive programs (traces) using a small set of basic operators; second, regularities in the traces are searched for and used to fold them into a recursive program. The main results until the mid 1980s are surveyed by Smith.[8] Due to
Inductive programming incorporates all approaches which are concerned with learning programs or algorithms from incomplete (formal) specifications. Possible inputs in an IP system are a set of training inputs and corresponding outputs or an output evaluation function, describing the desired behavior of the intended program, traces or action sequences which describe the process of calculating specific outputs, constraints for the program to be induced concerning its time efficiency or its complexity, various kinds of background knowledge such as standard data types, predefined functions to be used, program schemes or templates describing the data flow of the intended program, heuristics for guiding the search for a solution or other biases.
Output of an IP system is a program in some arbitrary programming language containing conditionals and loop or recursive control structures, or any other kind of Turing-complete representation language.
In many applications the output program must be correct with respect to the examples and partial specification, and this leads to the consideration of inductive programming as a special area inside automatic programming or program synthesis, usually opposed to 'deductive' program synthesis, where the specification is usually complete.
In other cases, inductive programming is seen as a more general area where any declarative programming or representation language can be used and we may even have some degree of error in the examples, as in general machine learning, the more specific area of structure mining or the area of symbolic artificial intelligence. A distinctive feature is the number of examples or partial specification needed. Typically, inductive programming techniques can learn from just a few examples.
The diversity of inductive programming usually comes from the applications and the languages that are used: apart from logic programming and functional programming, other programming paradigms and representation languages have been used or suggested in inductive programming, such as functional logic programming, constraint
programming, probabilistic programming
Research on the inductive synthesis of recursive functional programs started in the early 1970s and was brought onto firm theoretical foundations with the seminal THESIS system of Summers[6] and work of Biermann.[7] These approaches were split into two phases: first, input-output examples are transformed into non-recursive programs (traces) using a small set of basic operators; second, regularities in the traces are searched for and used to fold them into a recursive program. The main results until the mid 1980s are surveyed by Smith.[8] Due to
A digital system can understand positional number system only where there are only a few symbols called digits and these symbols represent different values depending on the position they occupy in the number.
Digital Systems, Computers, and Beyond
Information Representation
Number Systems [binary, octal and hexadecimal]
Arithmetic Operations
Base Conversion
Decimal Codes [BCD (binary coded decimal)]
Alphanumeric Codes
Parity Bit
Gray Codes
A digital system can understand positional number system only where there are only a few symbols called digits and these symbols represent different values depending on the position they occupy in the number.
Digital Systems, Computers, and Beyond
Information Representation
Number Systems [binary, octal and hexadecimal]
Arithmetic Operations
Base Conversion
Decimal Codes [BCD (binary coded decimal)]
Alphanumeric Codes
Parity Bit
Gray Codes
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Immunizing Image Classifiers Against Localized Adversary Attacks
Module 4_Digital Electronics till complements.pdf
1. Digital Electronics
Prof. Manjunath V Gudur
Department of Electronics and Communication
Department Of Electronics & Communication
Engineering
2. Boolean Algebra and Logic Circuits:Binary numbers, Number Base
Conversion, octal & Hexa Decimal Numbers, Complements, Basic
definitions, Axiomatic Definition of Boolean Algebra, Basic Theorems
and Properties of Boolean Algebra, Boolean Functions, Canonical and
Standard Forms, Other Logic Operations, Digital Logic Gates (Text 3:
1.2, 1.3, 1.4, 1.5,2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7)
Combinational logic: Introduction, Design procedure, Adders- Half
adder, Full adder (Text 3:4.1, 4.2, 4.3)
Basic Electronics - ELN 2
Module-4
3. Each number system is associated with a base or radix
Ø The decimal number system is said to be of base or radix 10.
Ø A number in base r contains r digits 0,1,2,...,r-1.
Basic Electronics - ELN 3
16. • Octal and hexadecimal number system provides
convenient way of converting large binary numbers into
more compact and smaller groups.
• There are various ways to convert a binary number into
octal and hexadecimal number. You can convert using
direct methods or indirect methods.
• Binary to decimal and decimal octal/hexadecimal number
(indirect method)
• Direct method uses grouping.
Basic Electronics - ELN 16
17. Basic Electronics - ELN 17
OCT Binary
0 000
1 001
2 010
3 011
4 100
5 101
6 110
7 111
Hex Binary
0 0000
1 0001
2 0010
3 0011
4 0100
5 0101
6 0110
7 0111
Hex Binary
8 1000
9 1001
A 1010
B 1011
C 1100
D 1101
E 1110
F 1111
18.
19. Ø Take binary number
Ø Separate the binary digits into groups of three bits from
binary point to the left for integer part and to the right for
fraction part.
Ø Then replace each group of binary number from its
equivalent octal digits. That will be octal equivalent of
given binary number.
Basic Electronics - ELN 19
Note that you can append any number of 0’s in leftmost bit (or before the
most significant bit) for integer part and append any number of 0’s after
the rightmost bit for fraction part for completing the group of 3 bits, this
does not change value of input binary number.
20. Basic Electronics - ELN 20
Binary to Octal
Octal to Binary
Convert (125.62)8 to Binary
Convert (10101101.0111)2 to Octal
21. Ø Take binary number
Ø Separate the binary digits into groups of four bits from
binary point to the left for integer part and to the right for
fraction part.
Ø Then replace each group of binary number from its
equivalent hexadecimal digits. That will be hexadecimal
equivalent of given binary number.
Basic Electronics - ELN 21
Note that you can append any number of 0’s in leftmost bit (or before the
most significant bit) for integer part and append any number of 0’s after
the right most bit for fraction part for completing the group of 4 bits, this
does not change value of input binary number.
25. Basic Electronics - ELN 25
Binary arithmetic is used in digital systems mainly because the
numbers are stored in binary format in most computer systems.
All arithmetic operations such as addition, subtraction, multiplication,
and division are done in binary representation of numbers.
•Binary Addition
• Binary Subtraction
• Binary Multiplication
• Binary Division
26. Basic Electronics - ELN 26
A B A+B
0 0 0
0 1 1
1 0 1
1 1 10
A + B Sum Carry Out
0 + 0 0 0
0 + 1 1 0
1 + 0 1 0
1 + 1 0 1
A + B + Carry in Sum Carry Out
0 + 0 + 1 1 0
0 + 1 + 1 0 1
1 + 0 + 1 0 1
1 + 1 + 1 1 1
29. Basic Electronics - ELN 29
Complements are used in the digital computers in order to simplify
the subtraction operation and for the logical manipulations.
For each radix-r system (base-r) there are two types of complements
they are,
1. r’s complement and
2. (r-1)’s complement.
Therefore for binary number system with r = 2, it has
1. 1’s complement and
2. 2’s complement.
30. Basic Electronics - ELN 30
Subtractions by 1’s Complement method:
The algorithm to subtract two binary numbers (i.e,A - B) using 1’s complement is explained as
follows:
Ø Take 1’s complement of ‘B’ subtrahend
Ø Result = ‘A’ (minuend) + 1’s complement of ‘B’ subtrahend.
Ø In step 2 if there is carry (1) out of MSB bit, then the result is positive and is in true form.
Add that carry to the least significant bit (LSB) of the above result to get final result.
Ø In step 2 if there is no carry out of MSB bit , then the result is negative and is in the 1’s
complement form. (To find the actual difference between ‘A’ and ‘B’ take 1’s complement
of this result and put minus sign infront of the number.)
(Note:
1. The 1's complement of a number is found by changing all 1's to 0's and all 0's to 1's. This is called as taking
complement or 1's complement.
2. Subtrahend is a number that to be subtracted from the another number, i.e., minuend.)
31. Basic Electronics - ELN 31
A = 05 = 1 0 1 (Minuend) ----------------------------------------------------> 1 0 1
- - - +
B = 04 = 1 0 0 (subtrahend) ----> 1’s complement of subtrahend ----> 0 1 1
01 EAC 1 0 0 0
+ 1
0 0 1
The result is positive
There is a carry out of MSB, the result is positive
and hence add this carry to LSB to get final result.
1. Perform (05)10 - (04)10 using binary 1’s complement subtraction.
we can write it as A + (-B) = 5 + (-4).
Now we have to represent +4 in binary and take 1’s complement of it to represent -4.
32. Basic Electronics - ELN 32
A = 05 = 1 0 1 (Minuend) ----------------------------------------------------> 1 0 1
- - - +
B = 04 = 1 0 0 (subtrahend) ----> 1’s complement of subtrahend ----> 0 1 1
01 EAC 1 0 0 0
+ 1
0 0 1
The result is positive
There is a carry out of MSB, the result is positive
and hence add this carry to LSB to get final result.
2. Perform (05)10 - (04)10 using binary 1’s complement subtraction.
we can write it as A + (-B) = 5 + (-4).
Now we have to represent +4 in binary and take 1’s complement of it to represent -4.
33. Basic Electronics - ELN 33
3. Subtract 1000.012 from 1011.102 using binary 1’s complement subtraction.
A = 1011.10 = 11.50 --------------------------------------------------> 1 0 1 1 . 1 0
- - +
B = 1000.01 = 08.25 ---> 1’s complement of subtrahend ---> 0 1 1 1 . 1 0
03.25 1 0 0 1 1 . 0 0
+ 1
0 0 1 1 . 0 1
There is a carry out of MSB, the result is positive
and hence add this carry to LSB to get final result.
35. Basic Electronics - ELN 35
Subtractions by 2’s Complement method:
The algorithm to subtract two binary numbers (i.e,A - B) using 2’s complement is explained as
follows:
Ø Take 2’s complement of ‘B’ subtrahend.
Ø Result = ‘A’ (minuend) + 2’s complement of ‘B’ subtrahend.
Ø In step 2 if there is carry (1) out of MSB bit then the result is positive and is in true form. in
this case carry is discarded..
Ø In step 2 if there is no carry out of MSB bit , then the result is negative and is in the 2’s
complement form. (To find the actual difference between ‘A’ and ‘B’ take 2’s complement
of this result)
Note:
Ø 2’s complement = 1’s complement+1
Ø Adding end-around carry-bit occurs only in 1’s complement arithmetic operations but not in 2’s complement
arithmetic operations
36. A = 05 = 1 0 1 (Minuend) To get 2’s complement of subtrahend:
- - -
B = 04 = 1 0 0 (subtrahend) --------------------> 1’s complement------> 0 1 1
01 + 1
2’s complement of subtrahend: 1 0 0
Now add Minuend with 2’s complement of subtrahend to get the result:
1 0 1
+
1 0 0
1 0 0 1
Basic Electronics - ELN 36 36
There is a carry out of MSB, discard
the carry and the result is positive.
Final Result = 001
1. Perform (5)10 - (4)10 using binary 2’s complement subtraction.
37. 2. Perform (04)10 - (05)10 using binary 2’s complement subtraction.
A = 04 = 1 0 0 (Minuend) To get 2’s complement of subtrahend:
B = 05 = 1 0 1 (subtrahend) --------------------> 1’s complement---> 0 1 0
- 01 + 1
2’s complement of subtrahend: 0 1 1
Now add Minuend with 2’s complement of subtrahend to get the result:
1 0 0
+
0 1 1
1 1 1
Now take 2’ complement of 111 = 000+1= -001.
Basic Electronics - ELN 37
There is no carry out of MSB, result is
negative. To get the actual difference
take the 2’s complement of the result.
39. 4. Subtract 1000.012 from 1011.102 using binary 2’s complement subtraction.
A = 1011.10 (Minuend) To get 2’s complement of subtrahend:
- -
B = 1000.01 (subtrahend) ----------------> 1’s complement----------> 0 1 1 1 . 1 0
+ 1
2’s complement ----------> 0 1 1 1 . 1 1
Now add Minuend with 2’s complement of subtrahend to get the result:
1 0 1 1 . 1 0
+
0 1 1 1 . 1 1
1 0 0 1 1 . 0 1
Basic Electronics - ELN 39
There is a carry out of MSB, discard
the carry. Result obtained is positive.