Comment on "Effect of growth interruptions on the light emission and indium clustering of InGaN/GaN multiple quantum wells" [Appl. Phys. Lett. 79, 2594 (2001)]

This entry is a comment on "Effect of growth interruptions on the light emission and indium clustering

The Utilization of U.S. male labor, 1975-1992: Estimates of foregone work hours

The percentage of working-age men in the United States who were fully active in the labor market decreased over the 1975-1992 period ("fully active" means working 2080 hours in a year). Similarly, the extent to which men were less than fully active increased. When one considers the number of hours by which men fell short of the 2080 norm in 1992, it was as if 20 percent of them did not work at all in that year, up from 18 percent in 1975. However, because the least-productive workers were the ones most likely to be less than fully active and the most-productive were the ones least likely to be less than fully active, total productivity-weighted work hours did not fall by this large an amount. If men failed to work 2080 hours in a year, most likely it was because they did not work at all; men most often did not work at all because they could find no jobs. Data were from Current Population Surveys.

Recent trends in U.S. male work and wage patterns: An overview

This paper brings together figures on recent trends in the labor market activity and wages of working-age men in the United States over the 1967-1992 period. The data, which come from Current Population Surveys, reveal several important developments. Year-long joblessness, the percentage of men failing to participate in the labor force, and the proportion who were unemployed rose throughout the period. Part-time employment as a percentage of all forms of employment was also higher at the end of the period than at the beginning, and the average hours worked by full-time workers increased slightly. Finally, median and mean wages fell. None of the trends was due to changes in the racial, educational, and age composition of the male work force; in fact, if the racial/educational/age composition had remained the same over the period, labor market activity would have declined even further.

How to refute a random CSP

Let $P$ be a $k$-ary predicate over a finite alphabet. Consider a random CSP$(P)$ instance $I$ over $n$ variables with $m$ constraints. When $m \gg n$ the instance $I$ will be unsatisfiable with high probability, and we want to find a refutation - i.e., a certificate of unsatisfiability. When $P$ is the $3$-ary OR predicate, this is the well studied problem of refuting random $3$-SAT formulas, and an efficient algorithm is known only when $m \gg n^{3/2}$. Understanding the density required for refutation of other predicates is important in cryptography, proof complexity, and learning theory. Previously, it was known that for a $k$-ary predicate, having $m \gg n^{\lceil k/2 \rceil}$ constraints suffices for refutation. We give a criterion for predicates that often yields efficient refutation algorithms at much lower densities. Specifically, if $P$ fails to support a $t$-wise uniform distribution, then there is an efficient algorithm that refutes random CSP$(P)$ instances $I$ whp when $m \gg n^{t/2}$. Indeed, our algorithm will "somewhat strongly" refute $I$, certifying $\mathrm{Opt}(I) \leq 1-\Omega_k(1)$, if $t = k$ then we get the strongest possible refutation, certifying $\mathrm{Opt}(I) \leq \mathrm{E}[P] + o(1)$. This last result is new even in the context of random $k$-SAT. Regarding the optimality of our $m \gg n^{t/2}$ requirement, prior work on SDP hierarchies has given some evidence that efficient refutation of random CSP$(P)$ may be impossible when $m \ll n^{t/2}$. Thus there is an indication our algorithm's dependence on $m$ is optimal for every $P$, at least in the context of SDP hierarchies. Along these lines, we show that our refutation algorithm can be carried out by the $O(1)$-round SOS SDP hierarchy. Finally, as an application of our result, we falsify assumptions used to show hardness-of-learning results in recent work of Daniely, Linial, and Shalev-Shwartz

Within Lake Clustering of High Resolution Satellite Retrievals: A Functional Data and Clustering Approach

No abstract available

Optimal Data-Dependent Hashing for Approximate Near Neighbors

We show an optimal data-dependent hashing scheme for the approximate near neighbor problem. For an $n$-point data set in a $d$-dimensional space our data structure achieves query time $O(d n^{\rho+o(1)})$ and space $O(n^{1+\rho+o(1)} + dn)$, where $\rho=\tfrac{1}{2c^2-1}$ for the Euclidean space and approximation $c>1$. For the Hamming space, we obtain an exponent of $\rho=\tfrac{1}{2c-1}$. Our result completes the direction set forth in [AINR14] who gave a proof-of-concept that data-dependent hashing can outperform classical Locality Sensitive Hashing (LSH). In contrast to [AINR14], the new bound is not only optimal, but in fact improves over the best (optimal) LSH data structures [IM98,AI06] for all approximation factors $c>1$. From the technical perspective, we proceed by decomposing an arbitrary dataset into several subsets that are, in a certain sense, pseudo-random.Comment: 36 pages, 5 figures, an extended abstract appeared in the proceedings of the 47th ACM Symposium on Theory of Computing (STOC 2015

The concept of opportunity cost: Is it simple, fundamental or necessary?

Surveys by Ferraro and Taylor (2005) point to abysmal understandings of the concept of opportunity cost by US undergraduates, graduates and faculty, and raise important pedagogical and conceptual issues. One implication is that the concept is poorly taught in textbooks and classrooms, from which it follows that remedies are needed. Three further implications strongly influence the nature and extent of these remedies. These are that opportunity cost is not a simple concept but a difficult one, that it is not a fundamental economic concept but a subordinate one, and that graduates do not require a good understanding of the concept for successful careers as economists. This paper presents logical arguments supporting these propositions, and discusses their bearing on general strategies for dealing with the pedagogical problem

Development of a cantilever beam generator employing vibration energy harvesting

This paper details the development of a generator based upon a cantilever beam inertial mass system which harvests energy from ambient environmental vibrations. The paper compares the predicted results from Finite Element Analysis (FEA) of the mechanical behaviour and magnetic field simulations and experimental results from a generator. Several design changes were implemented to maximise the conversion of magnetic energy into generated power and a maximum power output of 17.8µW was achieved at a resonant frequency of 56.6Hz and an applied acceleration of 60mg (g = 9.81ms-2)

Examination of the Resonance Contributions to Dileptonic Rare B-Decays

We analyse the long-distance contribution to $B\to X_s\ell^+\ell^-$ differential decay rate when the momentum dependence of $\psi$ and $\psi'$-$\gamma$ conversion strength is taken into account. The results indicate that the resonance to nonresonance interference in the dilepton invariant mass distribution is substantially reduced.Comment: 10 pages, Latex, one figure (included

Development of the South Canterbury / Otago southern bluefin tuna fishery

There is concern that many of New Zealand's inshore fish species are being overfished to the extent that fishing effort will have to be reduced to ensure the continued existence of some species as commercial stocks. A dual solution of both reducing the total level of fishing effort and transferring fishing effort to alternative fisheries to alleviate the problem is possible. This report examines the economics of transferring fishing effort to southern bluefin tuna capture off the South Canterbury / Otago coast, and is therefore an example of the problems and potential in transferring fishing effort. The study pays particular attention to the extension needs in developing fisheries using the results of a census of skippers in the region. Two chapters have been included to give the reader some background to the southern bluefin tuna fishery and the South Canterbury/Otago fishery. From this information the potential benefits of development, the direct cost of catching bluefin and the opportunity cost of foregoing catching traditional species have been estimated. The indirect costs of providing the necessary infrastructure for development were estimated from the survey. The survey also provided information on the readiness of fishermen and their vessels to undertake southern bluefin tuna fishing. This paper does not consider the effect on the traditional fish stocks of transferring catching effort to alternative fisheries. However, consideration is given to the economics of transferring catching effort to alternative fisheries regardless of the reasons for having an effort reduction scheme. The cost benefit analysis has seven scenarios based on the extent to which developing the bluefin fishing is able to alleviate the present inshore fisheries management problems