共查询到20条相似文献,搜索用时 15 毫秒
1.
Generalizations of prophet inequalities for single sequences are obtained for optimal stopping of several parallel sequences of independent random variables. For example, if { Xi, j, 1 ≤ i ≤ n, 1 ≤ j < ∞} are independent non-negative random variables, then and this bound is best possible. Applications are made to comparisons of the optimal expected returns of various alternative methods of stopping of parallel processes. 相似文献
2.
Let
be a probability space and let Pn be the empirical measure based on i.i.d. sample ( X1,…, Xn) from P. Let
be a class of measurable real valued functions on
For
define Ff( t):= P{ ft} and Fn,f( t):= Pn{ ft}. Given γ(0,1], define n,γ(δ):=1/( n1−γ/2δ γ). We show that if the L2( Pn)-entropy of the class
grows as −α for some α(0,2), then, for all
and all δ(0,Δ n), Δ n=O( n1/2), and where
and c(σ)↓1 as σ↓0 (the above inequalities hold for any fixed σ(0,1] with a high probability). Also, define Then for all
uniformly in
and with probability 1 (for
the above ratio is bounded away from 0 and from ∞). The results are motivated by recent developments in machine learning, where they are used to bound the generalization error of learning algorithms. We also prove some more general results of similar nature, show the sharpness of the conditions and discuss the applications in learning theory. 相似文献
3.
Consider the permanence and global asymptotic stability of models governed by the following Lotka-Volterra-type system: , with initial conditions xi(t) = φi(t) ≥ o, t ≤ t0, and φi(t0) > 0. 1 ≤ i ≤n . We define x0( t) = xn+1( t)≡0 and suppose that φ i( t), 1 ≤ i ≤ n, are bounded continuous functions on [ t0, + ∞) and γ i, α i, ci > 0,γ i,j ≥ 0, for all relevant i, j.Extending a technique of Saito, Hara and Ma[1] for n = 2 to the above system for n ≥ 2, we offer sufficient conditions for permanence and global asymptotic stability of the solutions which improve the well-known result of Gopalsamy. 相似文献
4.
Let {Xni, 1 ≤ n,i <∞} be an array of rowwise NA random variables and {an, n ≥ 1} a sequence of constants with 0 < an ↑∞. The limiting behavior of maximum partial sums 1/an max 1≤k≤n| kΣi=1 Xni| is investigated and some new results are obtained. The results extend and improve the corresponding theorems of rowwise independent random variable arrays by Hu and Taylor [1] and Hu and Chang [2]. 相似文献
5.
For two subsets W and V of a Banach space X, let Kn(W, V, X) denote the relative Kolmogorov n-width of W relative to V defined by Kn (W, V, X) := inf sup Ln f∈W g∈V∩Ln inf ‖f-g‖x,where the infimum is taken over all n-dimensional linear subspaces Ln of X. Let W2(△r) denote the class of 2w-periodic functions f with d-variables satisfying ∫[-π,π]d |△rf(x)|2dx ≤ 1,while △r is the r-iterate of Laplace operator △. This article discusses the relative Kolmogorov n-width of W2(△r) relative to W2(△r) in Lq([-r, πr]d) (1 ≤ q ≤∞), and obtain its weak asymptotic result. 相似文献
6.
The First-Fit-Decreasing (FFD) algorithm is one of the most famous and most studied methods for an approximative solution of the bin-packing problem. The question on the parametric behavior of the FFD heuristic for small items was raised in D. S. Johnson's thesis (1973, MIT, Cambridge, MA) and in E. G. Coffman et al. (1987, SIAM J. Comput.7, 1–17): what is the asymptotic worst-case ratio for FFD when restricted to lists with item sizes in the interval (0, α] for α ≤
. Let R∞FFD(α) denote the asymptotic worst-case ratio for these lists. In his thesis, Johnson gave the values of R∞FFD(α) for
and he conjectured that for all integers m ≥ 4. J. Csirik (1993, J. Algorithms15, 1–28) proved that, for all integers m ≥ 5, this conjecture is true when m is even. When m is odd, he further showed
where Gm ≡ 1 + ( m2 + m − 1)/( m( m + 1)( m + 2)) = Fm + 1/( m( m + 1)( m + 2)). These results leave open the values of R∞FFD(α) for 0 < α < 1/5 that are not the reciprocals of integers. In this paper we resolve the remaining open cases. 相似文献
7.
The nth cyclic function is defined by We prove that if k is an integer with 1 kn−1, then holds for all positive real numbers x with the best possible constantsα=1 and β= 2n- k over n. 相似文献
8.
Let D( G) be the minimum quantifier depth of a first order sentence Φ that defines a graph G up to isomorphism. Let D0( G) be the version of D( G) where we do not allow quantifier alternations in Φ. Define q0( n) to be the minimum of D0( G) over all graphs G of order n.We prove that for all n we have log*n−log*log*n−2≤q0(n)≤log*n+22, | where log*n is equal to the minimum number of iterations of the binary logarithm needed to bring n to 1 or below. The upper bound is obtained by constructing special graphs with modular decomposition of very small depth. 相似文献
9.
We consider a system of heat equations
ut=
Δu and
vt=
Δv in
Ω×(0,
T) completely coupled by nonlinear boundary conditions
We prove that the solutions always blow up in finite time for non-zero and non-negative initial values. Also, the blow-up only occurs on
∂Ω with
for
p,
q>0, 0≤
α<1 and 0≤
β<
p.
相似文献
10.
Classical Jacobi polynomials , with
α,
β>-1, have a number of well-known properties, in particular the location of their zeros in the open interval (-1,1). This property is no longer valid for other values of the parameters; in general, zeros are complex. In this paper we study the strong asymptotics of Jacobi polynomials where the real parameters
αn,
βn depend on
n in such a way that
with . We restrict our attention to the case where the limits
A,
B are not both positive and take values outside of the triangle bounded by the straight lines
A=0,
B=0 and
A+
B+2=0. As a corollary, we show that in the limit the zeros distribute along certain curves that constitute trajectories of a quadratic differential.The non-hermitian orthogonality relations for Jacobi polynomials with varying parameters lie in the core of our approach; in the cases we consider, these relations hold on a single contour of the complex plane. The asymptotic analysis is performed using the Deift–Zhou steepest descent method based on the Riemann–Hilbert reformulation of Jacobi polynomials.
相似文献
11.
We study the large time asymptotic behavior, in
Lp (1
p∞), of higher derivatives
Dγu(
t) of solutions of the nonlinear equation
where the integers
n and
θ are bigger than or equal to 1,
a is a constant vector in with . The function
ψ is a nonlinearity such that and
ψ(0)=0, and is a higher order elliptic operator with nonsmooth bounded measurable coefficients on . We also establish faster decay when .
相似文献
12.
Let 0<
p<∞ and 0
α<
β2
π. We prove that for
n1 and trigonometric polynomials
sn of degree
n, we have
cnp ∫
βα |
sn(θ)|
p dθ, where
c is independent of
α,
β,
n,
sn. The essential feature is the uniformity in [
α,
β] of the estimate and the fact that as [
α,
β] approaches [0,2
π], we recover the
Lp Markov inequality. The result may be viewed as the complete
Lp form of Videnskii's inequalities, improving earlier work of the second author.
相似文献
13.
We consider the system of Hammerstein integral equations
where
T>0 is fixed,
ρi’s are given functions and the nonlinearities
fi(
t,
x1,
x2,…,
xn) can be
singular at
t=0 and
xj=0 where
j{1,2,,
n}. Criteria are offered for the existence of
constant-sign solutions, i.e.,
θiui(
t)≥0 for
t[0,
T] and 1≤
i≤
n, where
θi{1,−1} is fixed. The tools used are a nonlinear alternative of Leray–Schauder type, Krasnosel’skii’s fixed point theorem in a cone and Schauder’s fixed point theorem. We also include examples and applications to illustrate the usefulness of the results obtained.
相似文献
14.
Let dλ(
t) be a given nonnegative measure on the real line
, with compact or infinite support, for which all moments
exist and are finite, and μ
0>0. Quadrature formulas of Chakalov–Popoviciu type with multiple nodes
where σ=σ
n=(
s1,
s2,…,
sn) is a given sequence of nonnegative integers, are considered. A such quadrature formula has maximum degree of exactness
dmax=2∑
ν=1nsν+2
n−1 if and only if
The proof of the uniqueness of the extremal nodes τ
1,τ
2,…,τ
n was given first by Ghizzetti and Ossicini (Rend. Mat. 6(8) (1975) 1–15). Here, an alternative simple proof of the existence and the uniqueness of such quadrature formulas is presented. In a study of the error term
R(
f), an influence function is introduced, its relevant properties are investigated, and in certain classes of functions the error estimate is given. A numerically stable iterative procedure, with quadratic convergence, for determining the nodes τ
ν, ν=1,2,…,
n, which are the zeros of the corresponding σ-orthogonal polynomial, is presented. Finally, in order to show a numerical efficiency of the proposed procedure, a few numerical examples are included.
相似文献
15.
In this article, the dependent steps of a negative drift random walk are modelled as a two-sided linear process Xn =-μ ∞∑j=-∞ψn-jεj, where {ε, εn; -∞< n < ∞}is a sequence of independent, identically distributed random variables with zero mean, μ>0 is a constant and the coefficients {ψi;-∞< i <∞} satisfy 0 <∞∑j=-∞|jψj| <∞. Under the conditions that the distribution function of |ε| has dominated variation and ε satisfies certain tail balance conditions, the asymptotic behavior of P{supn≥0(-nμ ∞∑j=-∞εjβnj) > x}is discussed. Then the result is applied to ultimate ruin probability.
相似文献
16.
The paper deals with the
m-machine permutation flow shop scheduling problem in which job processing times, along with a processing order, are decision variables. It is assumed that the cost of processing a job on each machine is a linear function of its processing time and the overall schedule cost to be minimized is the total processing cost plus maximum completion time cost. A
algorithm for the problem with
m = 2 is provided; the best approximation algorithm until now has a worst-case performance ratio equal to
. An extension to the
m-machine (
m ≥2) permutation flow shop problem yields an approximation algorithm with a worst-case bound equal to
, where is the worst-case performance ratio of a procedure used, in the proposed algorithm, for solving the (pure) sequencing problem. Moreover, examples which achieve this bound for = 1 are also presented.
相似文献
17.
Let, for example,
where
α>0,
k1, and exp
k=exp(exp(…exp())) denotes the
kth iterated exponential. Let {
An} denote the recurrence coefficients in the recurrence relation
xpn(x)=Anpn+1(x)+An-1pn-1(x)
for the orthonormal polynomials {
pn} associated with
W2. We prove that as
n→∞,
where log
k=log(log(…log())) denotes the
kth iterated logarithm. This illustrates the relationship between the rate of convergence to
of the recurrence coefficients, and the rate of decay of the exponential weight at ±1. More general non-even exponential weights on a non-symmetric interval (
a,
b) are also considered.
相似文献
18.
The main objective of this article is to study the oscillatory behavior of the solutions of the following nonlinear functional differential equations (a(t)x'(t))' δ1p(t)x'(t) δ2q(t)f(x(g(t))) = 0,for 0 ≤ t0 ≤ t, where δ1 = ±1 and δ2 = ±1. The functions p,q,g : [t0, ∞) → R, f :R → R are continuous, a(t) > 0, p(t) ≥ 0,q(t) ≥ 0 for t ≥ t0, limt→∞ g(t) = ∞, and q is not identically zero on any subinterval of [t0, ∞). Moreover, the functions q(t),g(t), and a(t) are continuously differentiable.
相似文献
19.
Let
I be a finite or infinite interval and
dμ a measure on
I. Assume that the weight function
w(
x)>0,
w′(
x) exists, and the function
w′(
x)/
w(
x) is non-increasing on
I. Denote by ℓ
k's the fundamental polynomials of Lagrange interpolation on a set of nodes
x1<
x2<<
xn in
I. The weighted Lebesgue function type sum for 1≤
i<
j≤
n and
s≥1 is defined by
In this paper the exact lower bounds of
Sn(
x) on a “big set” of
I and
are obtained. Some applications are also given.
相似文献
20.
There are several algorithms for computing the prime decomposition of integers whose running times essentially depend on the size of the second largest prime factor of the input. For several such algorithms, we give uniform estimates for the number of inputs
n with 1 ≤
n ≤
x for which the algorithm will halt in at most
t steps. As a consequence we derive the best known lower bound for the number of integers
n ≤
x that can be completely factored in random polynomial time.
相似文献