Bootstrap performance profiles in stochastic algorithms assessment

Optimization with stochastic algorithms has become a relevant research field. Due to its stochastic nature, its assessment is not straightforward and involves integrating accuracy and precision. Performance profiles for the mean do not show the trade-off between accuracy and precision, and parametric stochastic profiles require strong distributional assumptions and are limited to the mean performance for a large number of runs. In this work, bootstrap performance profiles are used to compare stochastic algorithms for different statistics. This technique allows the estimation of the sampling distribution of almost any statistic even with small samples. Multiple comparison profiles are presented for more than two algorithms. The advantages and drawbacks of each assessment methodology are discussed.

Performance profiles of football teams in the UEFA Champions League considering situational efficiency

Performance of football teams varies constantly due to the dynamic nature of this sport, whilst the typical performance and its spread can be represented by profiles combining different performance-related variables based on data from multiple matches. The current study aims to use a profiling technique to evaluate and compare match performance of football teams in the UEFA Champions League incorporating three situational variables (i.e. strength of team and opponent, match outcome and match location). Match statistics of 72 teams, 496 games across four seasons (2008-09 to 2012-13) of this competition were analysed. Sixteen performance-related events were included: shots, shots on target, shots from open play, shots from set piece, shots from counter attack, passes, pass accuracy (%), crosses, through balls, corners, dribbles, possession, aerial success (%), fouls, tackles, and yellow cards. Teams were classified into three levels of strength by a k-cluster analysis. Profiles of overall performance and profiles incorporating three situational variables for teams of all three levels of strength were set up by presenting the mean, standard deviation, median, lower and upper quartiles of the counts of each event to represent their typical performances and spreads. Means were compared by using one-way ANOVA and independent sample t test (for match location, home and away differences), and were plotted into the same radar charts after unifying all the event counts by standardised score. Established profiles can present straightforwardly typical performances of football teams of different levels playing in different situations, which could provide detailed references for coaches and analysts to evaluate performances of upcoming opposition and of their own.

Illinois school report cards performance profiles, 1986-1991 /

"Louis Mervis, Chairman, State Board of Education, Robert Leininger, State Superintendent of Education."

Performance profiles : Illinois schools report to the public /

Report year ends Oct. 31.

Physiological, performance, and nutritional profile of the Brazilian olympic wushu (kung-fu) team

Artioli, GG, Gualano, B, Franchini, E, Batista, RN, Polacow, VO, and Lancha, AH Jr. Physiological, performance, and nutritional profile of the Brazilian Olympic Wushu (kung-fu) team. J Strength Cond Res 23(1): 20-25, 2009-The purpose of the present study was to determine physiological, nutritional, and performance profiles of elite Olympic Wushu (kung-fu) athletes. Ten men and four women elite athletes took part in the study. They completed the following tests: body composition, nutritional assessment, upper-body Wingate Test, vertical jump, lumbar isometric strength, and flexibility. Blood lactate was determined at rest and after the Wingate Test. Blood lactate was also determined during a training session (combat and Taolu training). We found low body fat (men: 9.5 +/- 6.3%; women: 18.0 +/- 4.8%), high flexibility (sit-and-reach-men: 45.5 +/- 6.1 cm; women: 44.0 +/- 6.3 cm), high leg power (vertical jump-men: 37.7 +/- 8.4 cm; women: 32.3 +/- 1.1 cm), high lumbar isometric strength (men: 159 6 13 cm; women: 94 6 6 cm), moderate arm mean and peak power (Wingate Test-men: 4.1 +/- 0.4 and 5.8 +/- 0.5 W.kg(-1), respectively; women: 2.5 +/- 0.3 and 3.4 +/- 0.3 W.kg(-1), respectively), and elevated blood lactate after the Wingate Test (men: 10.8 +/- 2.0 mmol.L(-1); women: 10.2 +/- 2.0 mmol.L(-1)) and during training (combat: 12.0 +/- 1.8 mmol.L(-1); Taolu: 7.7 +/- 3.3 mmol.L(-1)). Men athletes consume a high-fat, low-carbohydrate diet, whereas women consume a moderate, high-carbohydrate diet. Energy consumption was markedly variable. In conclusion, Olympic Wushu seems to be a highly anaerobic-dependent combat sport. Low body fat, high flexibility, leg anaerobic power, isometric strength, and moderately high arm anaerobic power seem to be important for successful competitive performance.

Life-cycle performance of structures: combining expert judgment and results of inspection

Life-Cycle Civil Engineering – Biondini & Frangopol

Avaliação da Performance Cirúrgica: Como Fazer?

Assessment of surgical performance is a must for every surgical practice nowadays and can be done by using scientific methods imported mostly from the Quality control tools that have been in use for long in industry. Surgical performance comprises several dimensions including clinical activity (mortality and morbidity as end points), academic activities, research and, more and more, efficiency. Stable long time results (efficacy), reducing error (safety) and meeting patient expectations (patient satisfaction) are among other performance components. This paper focus on the precise definitions of mortality and morbidity related to surgical activities and on the tools to evaluate patient complexity and assess pre operative risk. Some graphic representations are suggested to compare performance profiles of surgeons and to define individual performance profiles. Strong emphasis is put on pre operative risk assessment and its crucial role to interpret divergent surgical results. Where risk assessment is not possible or is unavailable, observed / expected ratios (O/E) for a given endpoint , be it mortality, length of stay or morbidity, must be established and routinely used to refer results and to identify performance outliers. Morbidity is being pointed out as a most valuable performance indicator in surgery because it is sensitive and comprises efficiency, safety and quality, at large.

Influence du financement sur la performance des systèmes de soins

La thèse a pour objectif d’étudier l’influence du financement des soins de santé sur la performance des systèmes de soins compte tenu des caractéristiques organisationnelles sanitaires des systèmes. Elle s’articule autour des trois objectifs suivants : 1) caractériser le financement des soins de santé à travers les différents modèles émergeant des pays à revenu élevé ; 2) apprécier la performance des systèmes de soins en établissant les divers profils apparaissant dans ces mêmes pays ; 3) examiner le lien entre le financement et la performance en tenant compte du pouvoir modérateur du contexte organisationnel des soins. Inspirée du processus de circulation de l’argent dans le système de soins, l’approche a d’abord consisté à classer les pays étudiés – par une analyse configurationnelle opérationnalisée par les analyses de correspondance multiples (ACM) et de classification hiérarchique ascendante (CHA) – dans des modèles types, chacun représentant une configuration particulière de processus de financement des soins de santé (article 1). Appliquée aux données recueillies auprès des 27 pays de l’OCDE à revenu élevé via les rapports Health Care in Transition des systèmes de santé des pays produits par le bureau Européen de l’OMS, la banque de données Eco-Santé OCDE 2007 et les statistiques de l’OMS 2008, les analyses ont révélé cinq modèles de financement. Ils se distinguent selon les fonctions de collecte de l’argent dans le système (prélèvement), de mise en commun de l’argent collecté (stockage), de la répartition de l’argent collecté et stocké (allocation) et du processus de paiement des professionnels et des établissements de santé (paiement). Les modèles ainsi développés, qui vont au-delà du processus unique de collecte de l’argent, donnent un portrait plus complet du processus de financement des soins de santé. Ils permettent ainsi une compréhension de la cohérence interne existant entre les fonctions du financement lors d’un éventuel changement de mode de financement dans un pays. Dans un deuxième temps, nous appuyant sur une conception multidimensionnelle de la performance des systèmes, nous avons classé les pays : premièrement, selon leur niveau en termes de ressources mobilisées, de services produits et de résultats de santé atteints (définissant la performance absolue) ; deuxièmement, selon les efforts qu’ils fournissent pour atteindre un niveau élevé de résultats de santé proportionnellement aux ressources mobilisées et aux services produits en termes d’efficience, d’efficacité et de productivité (définissant ainsi la performance relative) ; et troisièmement, selon les profils types de performance globale émergeant en tenant compte simultanément des niveaux de performance absolue et relative (article 2). Les analyses effectuées sur les données collectées auprès des mêmes 27 pays précédents ont dégagé quatre profils de performance qui se différencient selon leur niveau de performance multidimensionnelle et globale. Les résultats ainsi obtenus permettent d’effectuer une comparaison entre les niveaux globaux de performance des systèmes de soins. Pour terminer, afin de répondre à la question de savoir quel mode – ou quels modes – de financement générerait de meilleurs résultats de performance, et ce, dans quel contexte organisationnel de soins, une analyse plus fine des relations entre le financement et la performance (tous définis comme précédemment) compte tenu des caractéristiques organisationnelles sanitaires a été réalisée (article 3). Les résultats montrent qu’il n’existe presque aucune relation directe entre le financement et la performance. Toutefois, lorsque le financement interagit avec le contexte organisationnel sanitaire pour appréhender le niveau de performance des systèmes, des relations pertinentes et révélatrices apparaissent. Ainsi, certains modes de financement semblent plus attrayants que d’autres en termes de performance dans des contextes organisationnels sanitaires différents. Les résultats permettent ainsi à tous les acteurs du système de comprendre qu’il n’existe qu’une influence indirecte du financement de la santé sur la performance des systèmes de soins due à l’interaction du financement avec le contexte organisationnel sanitaire. L’une des originalités de cette thèse tient au fait que très peu de travaux ont tenté d’opérationnaliser de façon multidimensionnelle les concepts de financement et de performance avant d’analyser les associations susceptibles d’exister entre eux. En outre, alors que la pertinence de la prise en compte des caractéristiques du contexte organisationnel dans la mise en place des réformes des systèmes de soins est au coeur des préoccupations, ce travail est l’un des premiers à analyser l’influence de l’interaction entre le financement et le contexte organisationnel sanitaire sur la performance des systèmes de soins.

A review of time-motion analysis and combat development in mixed martial arts matches at regional level tournaments

Mixed martial arts (MMA) have become a fast-growing worldwide expansion of martial arts competition, requiring high level of skill, physical conditioning, and strategy, and involving a synthesis of combat while standing or on the ground. This study quantified the effort-pause ratio (EP), and classified effort segments of stand-up or groundwork development to identify the number of actions performed per round in MMA matches. 52 MMA athletes participated in the study (M age = 24 yr., SD = 5; average experience in MMA = 5 yr., SD = 3). A one-way analysis of variance with repeated measurements was conducted to compare the type of action across the rounds. A chi-squared test was applied across the percentages to compare proportions of different events. Only one significant difference (p < .05) was observed among rounds: time in groundwork of low intensity was longer in the second compared to the third round. When the interval between rounds was not considered, the EP ratio (between high-intensity effort to low-intensity effort plus pauses) WE S 1:2 to 1:4. This ratio is between ratios typical for judo, wrestling, karate, and taekwondo and reflects the combination of ground and standup techniques. Most of the matches ended in the third round, involving high-intensity actions, predominantly executed during groundwork combat.

Defining a role for the subthalamic nucleus within operative theoretical models of subcortical participation in language

Objective:To investigate the effects of bilateral, surgically induced functional inhibition of the subthalamic nucleus (STN) on general language, high level linguistic abilities, and semantic processing skills in a group of patients with Parkinson’s disease. Methods:Comprehensive linguistic profiles were obtained up to one month before and three months after bilateral implantation of electrodes in the STN during active deep brain stimulation (DBS) in five subjects with Parkinson’s disease (mean age, 63.2 years). Equivalent linguistic profiles were generated over a three month period for a non-surgical control cohort of 16 subjects with Parkinson’s disease (NSPD) (mean age, 64.4 years). Education and disease duration were similar in the two groups. Initial assessment and three month follow up performance profiles were compared within subjects by paired t tests. Reliability change indices (RCI), representing clinically significant alterations in performance over time, were calculated for each of the assessment scores achieved by the five STN-DBS cases and the 16 NSPD controls, relative to performance variability within a group of 16 non-neurologically impaired adults (mean age, 61.9 years). Proportions of reliable change were then compared between the STN-DBS and NSPD groups. Results:Paired comparisons within the STN-DBS group showed prolonged postoperative semantic processing reaction times for a range of word types coded for meanings and meaning relatedness. Case by case analyses of reliable change across language assessments and groups revealed differences in proportions of change over time within the STN-DBS and NSPD groups in the domains of high level linguistics and semantic processing. Specifically, when compared with the NSPD group, the STN-DBS group showed a proportionally significant (p

Direct multisearch for multiobjective optimization

In practical applications of optimization it is common to have several conflicting objective functions to optimize. Frequently, these functions are subject to noise or can be of black-box type, preventing the use of derivative-based techniques. We propose a novel multiobjective derivative-free methodology, calling it direct multisearch (DMS), which does not aggregate any of the objective functions. Our framework is inspired by the search/poll paradigm of direct-search methods of directional type and uses the concept of Pareto dominance to maintain a list of nondominated points (from which the new iterates or poll centers are chosen). The aim of our method is to generate as many points in the Pareto front as possible from the polling procedure itself, while keeping the whole framework general enough to accommodate other disseminating strategies, in particular, when using the (here also) optional search step. DMS generalizes to multiobjective optimization (MOO) all direct-search methods of directional type. We prove under the common assumptions used in direct search for single objective optimization that at least one limit point of the sequence of iterates generated by DMS lies in (a stationary form of) the Pareto front. However, extensive computational experience has shown that our methodology has an impressive capability of generating the whole Pareto front, even without using a search step. Two by-products of this paper are (i) the development of a collection of test problems for MOO and (ii) the extension of performance and data profiles to MOO, allowing a comparison of several solvers on a large set of test problems, in terms of their efficiency and robustness to determine Pareto fronts.

Perspetiva da comunidade docente sobre a relação entre a autoavaliação da escola e o seu projeto curricular: um estudo de caso numa escola básica e secundária

Dissertação de Mestrado, Educação (Concepção e Desenvolvimento de Projectos Educativos), 21 de Janeiro de 2013, Universidade dos Açores.

Gestão educacional e sistemas de avaliação: os pressupostos ideológicos do SARESP e a trajetória das avaliações aplicadas entre 1996 e 2005

Pós-graduação em Educação Escolar - FCLAR

Evaluating bound-constrained minimization software

Bound-constrained minimization is a subject of active research. To assess the performance of existent solvers, numerical evaluations and comparisons are carried on. Arbitrary decisions that may have a crucial effect on the conclusions of numerical experiments are highlighted in the present work. As a result, a detailed evaluation based on performance profiles is applied to the comparison of bound-constrained minimization solvers. Extensive numerical results are presented and analyzed.

Leistungsbewertung und -optimierung in der manuellen Kommissionierung

In der Auftragszusammenstellung spielt der Mensch u. a. aufgrund seiner hohen Flexibilität bezüglich der Aufgabeneinteilung und der Fähigkeit, unterschiedlich dimensionierte Objekte leicht handzuhaben eine wesentliche Rolle. Um die Leistungen der Mitarbeiter individuell beurteilen zu können, ist die Berücksichtigung heterogener Arbeitsinhalte notwendig. Beispielsweise ist anzunehmen, dass Kommissionieraufträge mit relativ schweren Artikeln mehr Zeit in Anspruch nehmen als Aufträge mit leichteren Artikeln. Ebenso nimmt der Kommissionieraufwand zu, wenn mehr Auftragspositionen anzufahren sind und wenn größere Distanzen zurückgelegt werden müssen. Durch die Quantifizierung solcher Leistungseinflussfaktoren auf Mitarbeiterebene können individuelle Leistungsprofile erstellt werden, aus denen ganzheitliche Leistungsbeurteilungen sowie Optimierungen in der Personaleinsatzplanung und Kommissionierauftragssteuerung hervorgehen.