110
votes
Accepted
Why is addition as fast as bit-wise operations in modern processors?
Addition is fast because CPU designers have put in the circuitry needed to make it fast. It does take significantly more gates than bitwise operations, but it is frequent enough that CPU designers ...
D.W.♦
- 159k
43
votes
Why is addition as fast as bit-wise operations in modern processors?
There are several aspects.
The relative cost of a bitwise operation and an addition. A naive adder will have a gate-depth which depend linearly of the width of the word. There are alternative ...
- 3,069
26
votes
Why is addition as fast as bit-wise operations in modern processors?
CPUs operate in cycles. At each cycle, something happens. Usually, an instruction takes more cycles to execute, but multiple instructions are executed at the same time, in different states.
For ...
- 528
25
votes
Accepted
Why aren't P and P/poly trivially the same?
The point about circuits is that a circuit has a fixed number of inputs. This means that, to define a language, we need a family of circuits $C_0, C_1, C_2, \dots$ such that the circuit $C_i$ ...
- 81.7k
15
votes
Does there exist an equivalent arithmetic circuit for each computable function?
Any computable boolean function with a fixed-length input can be computed by an arithmetic circuit. Consider any boolean function $f:\{0,1\}^n \to \{0,1\}$. Then there exists a multivariate ...
D.W.♦
- 159k
13
votes
Why is addition as fast as bit-wise operations in modern processors?
Processors are clocked, so even if some instructions can clearly be done faster than others, they may well take the same number of cycles.
You'll probably find that the circuitry required to ...
- 296
13
votes
Accepted
Representing binary functions with a finite gate set without exponential blow-up?
No. No matter what representation of functions as circuits/formulas you use, there will exist some functions that require exponential size to represent. This was proven by Shannon in 1949. See ...
D.W.♦
- 159k
12
votes
Why is addition as fast as bit-wise operations in modern processors?
Addition is important enough to not have it wait for a carry bit to ripple through a 64-bit accumulator: the term for that is a carry-lookahead adder and they are basically part of 8-bit CPUs (and ...
- 121
10
votes
Accepted
Does there exist an equivalent arithmetic circuit for each computable function?
Arithmetic circuits compute a polynomial in their input. An arithmetic circuit over some field $\mathbb{F}$ with $n$ variables and total degree $d$ can compute functions
$f:\mathbb{F}^n\rightarrow\...
- 13.4k
10
votes
Why is addition as fast as bit-wise operations in modern processors?
I think you'd be hard pressed to find a processor that had addition taking more cycles than a bitwise operation. Partly because most processors must carry out at least one addition per instruction ...
- 411
10
votes
Accepted
How to show that hard-to-compute Boolean functions exist?
There are only so many circuits using at most $m$ gates, say $f(m)$. If all Boolean functions on $n$ inputs could be computed using at most $m$ gates, then $f(m) \geq 2^{2^n}$, since there are $2^{2^n}...
- 277k
9
votes
Why is addition as fast as bit-wise operations in modern processors?
At the gate level, you are correct that it takes more work to do addition, and thus takes longer. However, that cost is sufficiently trivial that doesn't matter.
Modern processors are clocked. You ...
- 3,351
8
votes
Accepted
Is Green's the best 16-input sorting network so far?
No, a lower bound means that somebody has proved that anything smaller than 53 is impossible. That doesn't mean that a 53-gate network is known or even necessarily possible; just that there cannot be ...
- 81.7k
8
votes
Why is addition as fast as bit-wise operations in modern processors?
Modern processors are clocked: Every operation takes some integral number of clock cycles. The designers of the processor determine the length of a clock cycle. There are two considerations there: One,...
- 30k
8
votes
Accepted
What does "AC0 many-one reduction" mean?
An AC0 many-one reduction is a many-one reduction that can be implemented by an AC0 circuit. It's just like a polynomial-time many-one reduction, except that instead of requiring that the mapping ...
D.W.♦
- 159k
7
votes
Show that any monotone Boolean function is computable by a circuit containing only AND and OR gates
Any Boolean function can be written as a DNF. Each clause in the DNF specifies one truth assignment for which the function holds. For example, the DNF form of XOR is $(x \land \lnot y) \lor (\lnot x \...
- 277k
7
votes
What does "AC0 many-one reduction" mean?
The "what is" part of the question was succinctly answered by D.W.:
An AC0 many-one reduction is a many-one reduction that can be implemented by an AC0 circuit. It's just like a polynomial-time ...
- 5,390
6
votes
On relation between FFT and polynomial multiplication
Suppose you have vectors $u$ and $v$. Imagine a table $M$ of the products of each of their entries.
$$M = |u\rangle\langle v| = \begin{bmatrix}
u_0 v_0 & u_1 v_0 & u_2 v_0 & \dots & ...
- 5,852
6
votes
Is Green's the best 16-input sorting network so far?
The lower bound for an problem states that "no algorithm can do better than this". In your case, it means that no sorting network for 16 inputs can have fewer than 53 gates.
Sometimes there can be ...
- 881
6
votes
Accepted
Why do all recent SAT solvers work on CNF instead of circuit SAT?
there are a lot of different angles on your question. generally agreed with your premise that looking at "structural information" in a SAT formulation ought to be an excellent research area.
SAT ...
- 11k
6
votes
Why is addition as fast as bit-wise operations in modern processors?
Let me correct a few things that were not mentioned that explicitely in your existing answers:
I know that bitwise operations are so fast on modern processors, because they can operate on 32 or 64 ...
- 1,273
6
votes
Show that boring boolean circuit belongs to NP-complete class
The problem is PP-hard. This means that unless the polynomial hierarchy collapses to NP, then deciding whether a circuit is boring is not in NP (and consequently is not NP-complete). The collapse ...
- 13.4k
5
votes
Accepted
Lower bound of degree of polynomial approximating parity
You can show a polynomial of degree $O(\sqrt{n\log n})$ can agree with parity on all but $o(1)$ fraction of the inputs. (In fact, this argument should work for anything of degree $\omega(\sqrt{n})$).
...
- 364
5
votes
Accepted
How does $\mathsf{NP} \subset \mathsf{P}/\mathsf{poly}$ imply these two inclusions?
If $\mathsf{NP} \subseteq \mathsf{P}/\mathsf{poly}$, then $\mathsf{SAT} \in \mathsf{SIZE}[O(n^k)]$ for some fixed constant $k$. The claimed results should follow by using this circuit to replace the $\...
- 399
4
votes
Is it possible to determine if C=A+B faster than adding A+B in logical circuits
Consider computing $\overline{a_{n-1}\ldots a_0}+\overline{b_{n-1}\ldots b_0}=\overline{c_{n-1}\ldots c_0}$. If the last $(k+1)$-bits are correctly computed, then $c_{k+1}$ is correct if and only if
$$...
- 1,183
4
votes
Accepted
Regular Languages in $ \mathsf{\text{}NC^1}$
Let $L$ be a regular language. Take some DFA $\langle q_0, Q, \delta, F \rangle$ that accepts $L$. There is a constant size circuit whose input is a symbol $\sigma$, and whose output is the function $...
- 277k
4
votes
Accepted
How to compute (x MOD y) with just SUM and MULT gates?
Turing machines and circuits are very different models of computation: Turing machines are a uniform model and circuits are a non-uniform model. Turing machines accept inputs of an arbitrary length, ...
- 277k
4
votes
Proving that EXP doesn't have polynomial-size circuits
You can consider a circuit as a directed graph where nodes are inputs and gates. For a circuit of size $n^k$ on input of size $n$, there are at most $(n+n^k)^2$ edges, and each node (gate) has three ...
- 7,455
4
votes
Accepted
Is it known that $AC^1 \subseteq L$?
Matrix powering shows that directed reachability is in $\mathsf{AC^1}$, and so $\mathsf{L} \subseteq \mathsf{NL} \subseteq \mathsf{AC^1}$. In more detail, suppose that $A$ is the adjacency matrix of a ...
- 277k
Only top scored, non community-wiki answers of a minimum length are eligible