Questions tagged [boolean-algebra]

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3
votes
1answer
345 views

Random forests on monotone training set yields a monotone classifier?

Suppose I train a random forests classifier on a monotone training set. Is the resulting classifier guaranteed to be a monotone function? Suppose I apply the ID3 algorithm (the greedy algorithm) to ...
2
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1answer
96 views

Boolean Algebra: Operation Linkage Laws

Im studying some properties of Boolean Algebra and found the Operation Linkage Laws. Im not able to understand how this laws are possible, and the remark on the proof is not really clear for me. Can ...
0
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4answers
8k views

Why is A(A+B) = A [Absorption Law]?

Could you proof it to me that A(A+B) = A? AA + BA [AA = A] A + AB Then what?
1
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1answer
1k views

Extracting Boolean Function using Machine Learning

How can machine learning help extract a Boolean relationship in a given binary input-output data set? Let us assume that the given data set is exhaustive - ie. it cover all possible input ...
-2
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3answers
131 views

How does the following truth table show Y's behaviour? [closed]

a b c Y 0 0 0 0 0 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1 1 0 1 1 1 1 1 0 1 1 0 0 ...
0
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0answers
172 views

how to evaluate a boolen expression

what is an easy but efficient way to evaluate Boolean Expression. I have been searching a lot in google but not really finding a good book or site which has working algorithm. Input string (A=100) ...
2
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1answer
353 views

Is Functional Complete means Turing Complete?

I noticed that AND, OR, NOT those three logic gates are Functionally Complete, it means I can represent any trues table only by those three gates. A Turing machine may halt or not in a particular ...
1
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1answer
88 views

How to reduce C′A′B + CAB′ to C′B + CB′?

I faced this Boolean expression: $C'(A'B+A)+C(A'+AB')$ It was solved as follows: $C'(A'B+A)+C(A'+AB')$ $=C'(A+B)+C(A'+B') $ ...by applying absorption laws $(I)$ $=C'A+C'B+CA'+CB'$ $=(C\oplus ...
3
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1answer
631 views

Relation between Lattice and Boolean Algebra

In discrete math, I have read that lattice is a generalized form of boolean lattice. But those places where boolean algebra is mentioned, they don't tell about lattices (digital logic, binary,...). ...
4
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2answers
2k views

Simplest combination of logic gates to produce a given set of outputs

Given a truth table for a truth function that takes n inputs and produces a single output (true or false), what is the fastest way to find the simplest combination of logic gates that will output the ...
1
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2answers
4k views

How do i simplify this SOP expression?

Hi i have derived the following SoP (Sum of Products) expression , by analyzing the truth table of a 3 bit , binary to gray code converter. I ask for verification, because i feel as though this answer ...
3
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4answers
1k views

Proving that $A \vee (\neg A \wedge B) \equiv A \vee B$

I'm reading a book at the moment about logic gates and Boolean simplification. There is a part which I can't seem to follow. I can easily work out that $A \vee (\neg A \wedge B) \equiv A \vee B$ ...
4
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3answers
4k views

Measuring Complexity of Boolean Satisfiability Problem

How exactly is the complexity of a SAT solver measured? My main concern is that, for $N$ variables, you can have, e.g., an OR of $O(2^N)$ AND terms, which would take at least $O(2^N)$ time to process. ...
0
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0answers
41 views

How storage affect if we use tertiary language? [duplicate]

as we uses binary language in all the computer systems around us which consist of 0s and 1s (Off and On) bits. Let assume that someone is developing a computer system based on tertiary system -1, 0, 1 ...
0
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2answers
678 views

How to prove the following xor equation?

In a test paper, a question is given as : ...
1
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3answers
5k views

Sum of 3 integers with full adder

1)Is it possible for a full adder to add three e.g 4 bit numbers? I mean I know the full adder has 3 inputs and two outputs but the second bit of C comes from the previous block (as shown in the image ...
2
votes
1answer
615 views

Algorithm for simplifying ANF or polynomials?

I have some digital logic circuits in Algebraic Normal Form, and am limited to using XOR and AND logic gates. For instance: $B_{out} = B_1 B_2 \oplus B_1 B_3$ I was wondering, are there any ...
0
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2answers
94 views

How do I simplify this boolean expression?

I have constructed truth tables to prove that: $ABC + ABC'+ AB'C +A'BC = AB+AC+BC$ How do I prove it by simplifying the expression? I know that I can simplify: $ABC + ABC' = AB(C+C')=AB$. However I ...
1
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1answer
126 views

Boolean expression logic law confusion

I've been trying to attempt a particular question that I need to translate truth table into boolean expression but I'm completely stuck on one point now. First, I worked it out by using Sums of ...
1
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1answer
59 views

Counterexample for equality in Quantified Boolean Formula

I'm looking for a counterexample for the following (false) equality. It should exist. $n$ is an odd integer. $f(x_1, x_2 .. x_n)$ is a boolean expression in 3 CNF form with boolean variables x. $A =...
0
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1answer
651 views

Question about idempotent and Dominance Laws in Boolean Algebra [closed]

If I have the following statements: For Idempotent: Since X * X = X, would that imply that ~X * ~X = ~X For Dominance: Since X + 1 = 1 would that imply that ~X + 1 = 1
0
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2answers
53 views

Boolean algebra truths with more than one digit

I understand that when you 0 AND 0 it will result in 0 and that 1 AND 1 will result in 1 etc but what I don't understand is if the question was 01 AND 11. How would I work this out?
2
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1answer
59 views

About a universal (functionally complete) function producing a constant

I read in a note the following: Suppose we have a boolean function $f(x,y,z,w)$, if $f(a,a,a,a)=1$ then $f$ can't be functionally complete. Why is that? how does it imply that $f$ can't produce ...
-1
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1answer
100 views

Question simplifying boolean expression

This is what I have so far, so I just want to know if I am doing everything right or wrong. I am novice in the topic. I have been given: $(A \oplus B) \land \neg A \lor A$ XOR = $\oplus$ By order ...
2
votes
1answer
210 views

Help me understand the logic behind x - y in binary by boolean?

x and y are 4 bit signed numbers (2s complement..) x - y can be obtained by: !(!x + y) I know that in 2s complement ...
1
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1answer
409 views

Simplifying Boolean Expression

I am designing a 4-bit comparator with a look ahead unit using a bit slice approach. I have to break the propagation of the Logical expressions for (A<B)i and <...
4
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1answer
476 views

What happens to uninterpreted predicates in Ackermann's reduction?

I know the procedure to apply the Ackermann's reduction to a formula that doesn't involve uninterpreted predicates. But, how do we treat the uninterpreted boolean predicates? Nearly all the examples I ...
-1
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2answers
268 views

Which formula corresponds to this K-Map?

I have a K-Map and I need to figure out which expression isn't equivalent to the provided K-Map. $f(w,x,y,z) = \sum(3,7,9,11,13,15) + \Phi(4,5,6)$ We know that both options (a) and (b) are ...
4
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1answer
566 views

What is the XNOR of 3 or more inputs?

We know that for 3 variables (A=0,B=1,C=1), f$_1$ = (A XNOR B XNOR C) = 1, since the input has even number of 1's. But if we were to do this step by step, f$_2$ = (A XNOR (B XNOR C)) = (A XNOR (1 ...
2
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1answer
459 views

Result of ANDing & ORing functions expressed as CDNF & CCNF

I came across following fact: If we AND two functions expressed as CDNF (Canonical Disjunctive Normal Form), then the result contains sum of commont minterms. For example consider two functions $...
2
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1answer
38k views

Two's complement Using ONLY Logic Gates

How can a 4-bit two's complement operation be implemented using only boolean logic gates (AND, OR, NOR, NOT, NAND, XOR, and XNOR)? (This question was redirected to CS from Stack Overflow)
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2answers
2k views

How to simplify boolean expression? [closed]

I am having trouble simplifying logical expressions to a much simpler form, can someone provide me some insight on how to approach the problem? Let's assume i have the following expression: $ABCD + A\...
4
votes
1answer
445 views

Number of solutions to linear system of equations over GF(2)

Linear systems of equations over the reals have either 0, 1 or infinitely many solutions. However, when applied to finite fields (specifically GF(2)), infinitely many is not an option. Is there a ...
2
votes
2answers
182 views

Converting a digital circuit to two layers of OR and AND gates

The other day someone mentioned to me that you could take an arbitrary digital circuit which mapped N input bits to M output bits, and replace it with a layer of OR gates and a layer of AND gates. I ...
1
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1answer
87 views

How to Apply Binary Transformations?

One of the steps in Binary Index Tree algorithm is to find a node's parent which is done by un-setting the rightmost SET bit. For example: if a node has index 1010 than it's parent is 1000. To apply ...
21
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2answers
6k views

Is it possible to write an AND gate using XOR gates?

How could I express an AND gate using only XOR gates ?
0
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1answer
1k views

Implementing a Boolean function with NOR gates

Implement f(a, b, c, d) = Σ m(3, 4, 5, 6, 7, 11, 15) as a 2-level gate circuit (a) Using OR gates and NOR gates. (b) Using NOR gates only. I have found that F=ab+d using Karnaugh map. I have also ...
7
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4answers
6k views

Boolean algebraic expression vs Propositional logic expression

There is a lot of similarity between Propositional logic and Boolean algebraic expressions. Similar aspects : 1) Both has variables of two states. 2) Operations of Boolean algebra and ...
1
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0answers
58 views

How does one calculate the block-sensitivity of a function?

I am looking at this paper : http://arxiv.org/pdf/1411.3419v1.pdf But somehow I am not being able to fish out a method to calculate this quantity called the "block-sensitivity". Can someone kindly ...
2
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0answers
102 views

Methods for optimizing short-circuit evaluation for conditions of varying evaluation-cost

I have a bunch of boolean conditions, let's call them A, B, C, D, .... In my code, I need to use these conditions to distinguish between several different possible ...
3
votes
2answers
127 views

Classical Computation without NOT

Is it possible to do universal classical computation using bits and 2-bit gates when you cannot perform a NOT operation on a single bit (hence cant do CNOT and so on). If yes, what are the possible ...
2
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1answer
88 views

Hardness of problem related to number of subsets that satisfy a particular property

I have the following algorithmic problem. I am given a set of elements. Each element has a set of properties. For example: ...
3
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1answer
34 views

Learning a small disjunction using an input distribution of our choice

I have a boolean function $f: \{0,1\}^n \to \{0,1\}$ that I know takes the form $$f(x_1,\dots,x_n) = x_{i_1} \lor x_{i_2} \lor \dots \lor x_{i_k}.$$ I don't know the values of $i_1,\dots,i_k$, but I ...
2
votes
1answer
129 views

Learning a small disjunction

I have a boolean function $f: \{0,1\}^n \to \{0,1\}$ that I know takes the form $$f(x_1,\dots,x_n) = x_{i_1} \lor x_{i_2} \lor \dots \lor x_{i_k},$$ but I don't know the values of $i_1,\dots,i_k$. ...
0
votes
1answer
103 views

Computing a boolean function with a small formula

Suppose that $x = (x_1,\ldots,x_n)$ is a binary vector and $f(x)$ is a boolean function. Furthermore suppose $y = (y_1,\ldots,y_m)$ is a binary vector and that $F(x,y)$ is a binary formula of size $...
21
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7answers
216k views

How to construct XOR gate using only 4 NAND gate?

xor gate, now I need to construct this gate using only 4 nand gate ...
1
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1answer
1k views

How do you produce a CNF from a circular graph with colouring?

If you had a circular graph e.g. A->B->C->D->E->A, and a legal coloring system with 3 colours (e.g. Red, Green Blue), where each node is assigned a colour and no node can be connected to another node ...
6
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1answer
216 views

Is there an intuitive proof for the existence of hard functions?

I am referring to the theorem on page 115 of the book by Arora and Barak, which states that, ``For every $n>1$, there exists a function $f:\{0,1\}^n \rightarrow \{0,1\}$ that cannot be computed by ...
-2
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1answer
580 views

A logic function that is true iff the first operand is less than the second operand

In my computer organization class I have been given a series of problems. One I'm stuck on currently is below: Assume that $X$ consists of 4 bits, $x_3 x_2 x_1 x_0$, and $Y$ consists of 4 bits, $y_3 ...
1
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1answer
186 views

Creating a single layer perceptron for the OR problem

I am working on the following problem Find the linear least squares unit weights for the `OR' problem, ie. $v_1^T = (0,0), v_2^T = (1,0), v_3^T = (0,1), v_4^T = (1,1)$ and $u_1 = 0, u_2 = u_3 = u_4 = ...