Circuit complexity is the study of resource-bounded circuits and the functions computed by such circuits.

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Bit operations in polynomial complexity

Supposing you have degree $N$ polynomials in $\Bbb Z[X]$. Using FFT techniques we can multiply both polynomials in $O(n\log n)$ multiplications. Now assume each coefficient is of size $m$ bits each. ...
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smallest circuit size using XOR gates

Suppose we are given a set of n boolean variables x_1,...,x_n and a set of m functions y_1...y_m where each y_i is the XOR of a (given) subset of these variables. The goal is to compute the minimum ...
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Complexity of multi-linear polynomial computing Boolean function

Let $f:\{0,1\}^{n}\longmapsto\{0,1\}$ be a Boolean function. As usual, let $C(f)$ denote circuit complexity of $f$, i.e, the size of the smallest Boolean circuit computing $f$. As we know that every ...
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What is largest class of functions $C$ such that we know $\#P$ in not contained in $C$-generated $TC^0$?

In [1] it is stated that "It remains an open question as to whether every function in $\#P$ has $TC^0$ circuits (although it is at least known that not all $\#P$ functions have DLogTime-uniform ...
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Analogues of different complexity classes in various models

We suspect following relation: $$TC^0\subsetneq NC^1\subsetneq L\subsetneq NL\subsetneq AC^1\subsetneq NC^2\subsetneq P\subsetneq NP\subsetneq PH\subsetneq PSPACE$$ in Turing/boolean circuit ...
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What is the power of general poly-size permutation branching programs?

Call $\mathsf{PPBP}$ the class of languages decided by poly-size families of permutation branching programs, which are layered branching programs (i.e., the ones defined here) whose transitions ...
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Computed circuit complexity of decision problems

Has anyone explored what is the circuit complexity of classic decision problems such as Primes or Graph-Isomorphism for small input size $N$? While most people are interested in the how the scaling ...
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Symbolic Execution of the Quine-McCluskey Algorithim

If I understand correctly, the Quine–McCluskey algorithm will find the minimum boolean formula size for given boolean function. Has there been any attempts to (for lack of a better term) symbolically ...
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How expensive may it be to destroy all long s-t paths in a DAG?

We consider DAGs (directed acyclic graphs) with one source node $s$ and one target node $t$; parallel edges joining the same pair of vertices are allowed. A $k$-cut is a set of edges whose removal ...
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What is an equivalent definition of mP/poly in terms of a Turing machine?

P/poly is the class of decision problems solvable by a family of polynomial-size Boolean circuits. It can alternatively be defined as a polynomial-time Turing machine that receives an advice string ...
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Are monotone Boolean functions in P well-approximated by monotone polynomial-size circuits?

Question 1: Is it true that for every polynomial $p(n)$ and $\epsilon >0$ there is a polynomial $q(n)$ such that every monotone Boolean function on $n$ variables that can be expressed by a Boolean ...
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A trivial question on hierarchy [closed]

According to wiki we know that $\mathsf{ACC^0\subseteq TC^0\subseteq NC^1\subseteq L\subseteq P\subseteq NP\subsetneq NEXPTIME}.$ Class $\mathsf{ACC^0}$ is included in $\mathsf{TC^0}$ is in ...
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What would signify hierarchy collapse to first level?

We know that $$\mathsf{NP\subseteq P/Poly \iff coNP\subseteq P/Poly\implies PH=\Sigma_2^P}=\mathsf{\Pi_2^P}$$ $$\mathsf{NP\subseteq P/Log\iff coNP\subseteq P/Log\implies PH=\Sigma_0^P=\Pi_0^P}$$ ...
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129 views

Simple candidates for pseudorandom permutations?

Even though it is not known whether one-way functions exist, there are several candidate functions used in practice for cryptographic applications that are efficiently computable but are conjectured ...
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Can short-distance connectivity be harder than connectivity?

Has anybody seen the following (or similar) question being considered: Can it be easier to determine the presence/absence of $s$-$t$ paths than to determine the presence/absence of short $s$-$t$ ...
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Is there a counting complexity class for succint problems?

Encoding NP-complete problems succintly often makes them NEXP-complete. I am wondering if counting the number of solutions to such a problem with a succint encoding would be any harder than solving ...
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Scope of natural proofs barrier

The natural proofs barrier of Razborov and Rudich states that under credible cryptographic assumptions one cannot hope to separate NP from P/poly by finding combinatorial properties of functions that ...
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Computing $\operatorname{MAJ}_n$ by $\operatorname{MAJ}_m$ in depth 2

Can the majority of $n$ bits be computed by a depth 2 formula all of whose gates compute the majority of $m$ bits where $m=O(n^c)$ for a constant $c<1$? Such a formula contains $m+1$ gates and ...
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Idea for a white-box PIT deterministic algorithm in polynomial time

Just a warning, I am an amateur and this algorithm probably doesn't work. A high level description of the algorithm: Be $f(x_1,...,x_n)$ a polynomial, $n$ the number of variables and $d$ is the ...
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Complexity of reversible Circuit Value

I am wondering what is known about the complexity of the reversible Circuit Value Problem (rCVP) and the corresponding reversible Satisfiability problem (rSAT). More precisely: a circuit ...
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size bounds for circuits recognizing graph properties (reachability, cyclicity, …)

I am interested in the following. Let the inputs of the circuit correspond to the arcs of a directed graph. The circuit has to output 1 iff there is a directed path from a given node S to a given node ...
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For what c is division by c in AC0?

Suppose that our input is a binary $x$ and we have to output $\lfloor x/c \rfloor$, where $c$ is some constant integer. This is just a shift if $c$ is a power of two, but what about other numbers? Can ...
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Why is HAMILTONIAN CYCLE so different from PERMANENT?

A polynomial $f(x_1,\ldots,x_n)$ is a monotone projection of a polynomial $g(y_1,\ldots,y_m)$ if $m$ = poly$(n)$, and there is an assignment $\pi:\{y_1,\ldots,y_m\}\to\{x_1,\ldots,x_n, 0,1\}$ such ...
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What is the strongest known lower bound against SIZE(n)?

What is the best known lower bound against (nonuniform) circuits of size $O(n)$? I understand that we don't know of any explicit functions that need circuits of size more than something like $5n$. But ...
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Arithmetic circuits with just one threshold gate

When restricted to $0$-$1$ inputs, every $\{+,\times\}$-circuit $F(x_1,\ldots,x_n)$ computes some function $F:\{0,1\}^n\to \mathbb{N}$. To obtain a boolean function, we can just add one fanin-1 ...
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“Largest” class properly contained in PSPACE for a random oracle

Green [1] showed that $PP^{PH}$ is properly contained in $PSPACE$ relative to some oracle. Around the same time, in the famous "voting polynomials" paper [2], it was shown that $PP$ is properly ...
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Any polynomial which is hard to count but easy to decide?

Every monotone arithmetic circuit, i.e. a $\{+,\times\}$-circuit, computes some multivariate polynomial $F(x_1,\ldots,x_n)$ with nonnegative integer coefficients. Given a polynomial ...
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Why is shifting bits different from shifting qubits?

In classical circuit complexity, shifting bits is considered gratis; all you have to do is reorganizing wires between corresponding gates. By contrast, shifting qubits is typically done by using a ...
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Does ${\bf AC^0PAD} = {\bf PPAD}$?

What happens if we define ${\bf PPAD}$ such that instead of a polytime Turing-machine/polysize circuit, a logspace Turing-machine or an ${\bf AC^0}$ circuit encodes the problem? Recently giving ...
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What is the minimum size of a circuit that computes PARITY?

It is a classic result that every fan-in 2 AND-OR-NOT circuit that computes PARITY from the input variables has size at least $3(n-1)$ and this is sharp. (We define size as the number of AND and OR ...
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Minimum Tree-width of circuit for MAJORITY

What is the minimum tree-width of a circuit over $\{\wedge,\vee,\neg\}$ for computing MAJ? Here MAJ $:\{0,1\}^n \rightarrow \{0,1\}$ outputs 1 iff at least half of its inputs are $1$. I care ...
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What if an $\mathsf L$-complete problem has $\mathsf{NC}^1$ circuits? More generally, what evidence is there against $\mathsf{NC}^1=\mathsf{L}$?

Edit: let me reformulate the question in a more specific way (and change the title accordingly). A slightly edited version of the original question follows. Is there a result comparable to the ...
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Complexity of finding even cuts for a graph

Given a graph $G=(V,E)$, what is known about the classical computational complexity of finding a non-trivial cut which partitions the vertices into two sets $V_a$ and $V_b$ such that every vertex in ...
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Boolean circuit for efficient array indexing

Suppose that I have an array $\{a_i\}$ of $n$ elements, each $k$ bits wide, and an array $\{b_i\}$ of $n$ elements, each $\lceil\log_2n\rceil\le k$ bits wide. I need a boolean circuit which will ...
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Lower bounds for the size of nondeterministic circuits

It is known that the minimum size of $U_2$-circuits computing the parity function exactly equals $3(n-1)$. The lower bound proof is based on the gate elimination method. Recently, I noticed that the ...
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What are bounded-treewidth circuits good for?

One can talk of the treewidth of a Boolean circuit, defining it as the treewidth of the "moralized" graph on wires (vertices) obtained as follows: connect wires $a$ and $b$ whenever $b$ is the output ...
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Lower bounds for Polynomials computing the boolean functions

Expressing a boolean function $f$ $:\{ 0,1 \}^{n} \rightarrow \{0,1 \}$ using a polynomial $P(x_{1},...,x_{n})$, where $x_{1},...,x_{n}$ may be integer, finite fields, or other fields. One of the ...
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Lower bounds in PRAM model for evaluation of straight-line code

Miller, Ramachandran and Kaltofen showed that any straight line program can be executed in parallel time O(log n) using M(n) processors where M(n) is the number of processors for multiplying nxn ...
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Oracular separations between poly- and log-depth quantum circuits

The following problem appears in Aaronson's list Ten Semi-Grand Challenges for Quantum Computing Theory. Is $\mathsf{BQP}=\mathsf{BPP}^{\mathsf{BQNC}}$ In other words, can the "quantum" part of ...
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Commitment schemes with verification in NC0

Is there any secure cryptographic commitment scheme, where the verification routine can be implemented in $NC^0$? If so, what is the minimum possible depth of the circuit for verification? Applebaum ...
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Do we have any nontrivial uniform circuits?

Given an algorithm running in time $t(n)$, we can convert it into a "trivial" uniform circuit family for the same problem of size at most $\approx t(n)\log t(n)$. On the other hand, it might be that ...
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A good exposition of the random restriction method

I'm wondering if there are good references that describe the random restriction method as a lower bound technique ? I'm aware that it's linked to the switching lemma and shows up in many different ...
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Random restrictions and the connection to total influence of Boolean functions

Say we have a Boolean function $f:\{-1,1\}^n\rightarrow \{-1,1\}$ and we apply $\delta$-random restriction on $f$. In addition, say that the decision tree $T$ that computes $f$ shrinks to size $O(1)$ ...
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Fewest number of gates for Multiplication

What is the best result for the number of gates in a circuit multiplying two n-bit integers? The obvious method generates $\theta(n^2)$ gates. There are better approaches with $\theta(n\log n ...
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Non-boolean monotone planar circuit value problem

It is known that monotone planar boolean circuits have a NC circuit value problem (in fact, much more is known). What about non-boolean monotone planar circuits? Precisely, take $Q=\{0,...,n-1\}$ ...
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Good text on introduction to circuit complexity

I would like to ask suggestions for good texts which introduce circuit complexity. Any pointers to recent advances and open problems in this field would also be helpful.
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Arguments for/against Kolmogorov's conjecture about the circuit complexity of P

According to (unverified) historical account, Kolmogorov thought that every language in $\mathsf{P}$ has linear circuit complexity. (See the earlier question Kolmogorov's conjecture that $P$ has ...
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Is computational complexity of neural networks so old-fashioned?

I find that works on computational power and complexity of neural nets are all from 1980s/1990s or even earlier. Surveys and books are also from that time. Personally, I find problems in this field ...
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Approximating $\textrm{AC}^{0}$ by sparse polynomials

Let $f$ be a Boolean function from $\{0,1\}^{n}$ to $\{0,1\}$. We say that $f$ is randomly approximated with error probability $\epsilon$ by a family of polynomials $P$ if \begin{equation} \forall ...
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Kolmogorov's conjecture that $P$ has linear-size circuits

In his book, Boolean Function Complexity, Stasys Jukna mentions (page 564) that Kolmogorov believed that every language in P has circuits of linear size. No reference is mentioned and I couldn't find ...