Solving large 0–1 multidimensional knapsack problems by a new simplified binary artificial fish swarm algorithm

The artificial fish swarm algorithm has recently been emerged in continuous global optimization. It uses points of a population in space to identify the position of fish in the school. Many real-world optimization problems are described by 0-1 multidimensional knapsack problems that are NP-hard. In the last decades several exact as well as heuristic methods have been proposed for solving these problems. In this paper, a new simpli ed binary version of the artificial fish swarm algorithm is presented, where a point/ fish is represented by a binary string of 0/1 bits. Trial points are created by using crossover and mutation in the different fi sh behavior that are randomly selected by using two user de ned probability values. In order to make the points feasible the presented algorithm uses a random heuristic drop item procedure followed by an add item procedure aiming to increase the profit throughout the adding of more items in the knapsack. A cyclic reinitialization of 50% of the population, and a simple local search that allows the progress of a small percentage of points towards optimality and after that refines the best point in the population greatly improve the quality of the solutions. The presented method is tested on a set of benchmark instances and a comparison with other methods available in literature is shown. The comparison shows that the proposed method can be an alternative method for solving these problems.

“PhenoWorld”: a new multidimensional strategy for studying behaviour in rodents

Tese de Doutoramento em Ciências da Saúde

Para cá e para lá dos muros: relações familiares na interface entre o interior e o exterior da prisão

Tese de Doutoramento em Sociologia

Measuring university-to-work success: development of a new scale

Purpose – The purpose of this paper is to develop a subjective multidimensional measure of early career success during university-to-work transition. Design/methodology/approach – The construct of university-to-work success (UWS) was defined in terms of intrinsic and extrinsic career outcomes, and a three-stage study was conducted to create a new scale. Findings – A preliminary set of items was developed and tested by judges. Results showed the items had good content validity. Factor analyses indicated a four-factor structure and a second-order model with subscales to assess: career insertion and satisfaction, confidence in career future, income and financial independence, and adaptation to work. Third, the authors sought to confirm the hypothesized model examining the comparative fit of the scale and two alternative models. Results showed that fits for both the first- and second-order models were acceptable. Research limitations/implications – The proposed model has sound psychometric qualities, although the validated version of the scale was not able to incorporate all constructs envisaged by the initial theoretical model. Results indicated some direction for further refinement. Practical implications – The scale could be used as a tool for self-assessment or as an outcome measure to assess the efficacy of university-to-work programs in applied settings. Originality/value – This study provides a useful single measure to assess early career success during the university-to-work transition, and might facilitate testing of causal models which could help identify factors relevant for successful transition.

Spousal support and satisfaction with healthcare services as moderators between psychological morbidity and adherence to diet in Type 2 Diabetes patients

Objectives: This study analyzed the moderating role of partners’ support and satisfaction with healthcare services in the relationship between psychological morbidity and adherence to diet in patients with type 2 diabetes (T2DM). Methods: Participants were 387 recently diagnosed T2DM patients that answered the following instruments: Revised Summary of Diabetes Self- Care Activities Measure, Hospital Anxiety and Depression Scales, Multidimensional Diabetes Questionnaire and Patient Satisfaction Questionnaire. Results: Partners’ positive and negative support moderated the relationship between psychological morbidity and adherence to diet. Satisfaction with healthcare services also moderated the relationship between psychological morbidity and adherence to diet. Conclusions: Intervention programs to promote adherence to diet in patients with type 2 diabetes should focus on partners’ support and patient satisfaction with healthcare services.

Recurrence relations for Clifford algebra-valued orthogonal polynomials

The theory of orthogonal polynomials of one real or complex variable is well established as well as its generalization for the multidimensional case. Hypercomplex function theory (or Clifford analysis) provides an alternative approach to deal with higher dimensions. In this context, we study systems of orthogonal polynomials of a hypercomplex variable with values in a Clifford algebra and prove some of their properties.

Aprender a ser un recurso humano útil: crítica desde la perspectiva gelpiana

Gelpi adopta un concepto amplio y multidimensional de la educación permanente, en el que integra, entre otras, la educación de jóvenes y adultos. Para el autor, la educación permanente es en simultáneo, “[…] un concepto, una política, una práctica, un objetivo, un método”, comprendiendo la educación formal, no formal, la autoformación y el aprendizaje institucional, la educación a distancia y la educación presencial, la formación inicial y la formación continua, estando presente en todas las edades, tiempos y lugares, en el trabajo y en el no-trabajo (Gelpi, 1998: 125). Debería, por lo demás, entenderse no como una definición estable, más o menos cristalizada, sino como una realidad en permanente mutación – al igual que el mundo social -, hasta para conseguir evitar que la naturaleza “revolucionaria” del principio de la educación permanente pudiese venir a quedar reducido a un campo de prácticas “conservadoras” y meramente utilitaristas, coartado por agencias, gobiernos y empresas de una forma ambigua o incluso reduccionista (Id., ibid.: 125-126). Esta advertencia representa bien el eje de la concepción gelpiana de la educación permanente, por un lado de gran amplitud pero, por otro, rechazando cualquier apropiación de tipo pragmatista y fragmentario. En Gelpi, la multidimensionalidad de la educación y de la formación acepta la “pluralidad de las competencias” pero, exactamente por esta razón, rechaza verse limitada a las competencias profesionales, única forma de abrir espacio a las “competencias sociales, culturales, estéticas, efectivas y físicas que resultan indispensables para los individuos trabajadores-ciudadanos” (Gelpi, 2009: 133).

Biomimetic strategies to engineer mineralised human tissues

In the last few years, many reports have been describing promising biocompatible and biodegradable materials that can mimic in a certain extent the multidimensional hierarchical structure of bone, while are also capable of releasing bioactive agents or drugs in a controlled manner. Despite these great advances, new developments in the design and fabrication technologies are required to address the need to engineer suitable biomimetic materials in order tune cells functions, i.e. enhance cell-biomaterial interactions, and promote cell adhesion, proliferation, and differentiation ability. Scaffolds, hydrogels, fibres and composite materials are the most commonly used as biomimetics for bone tissue engineering. Dynamic systems such as bioreactors have also been attracting great deal of attention as it allows developing a wide range of novel in vitro strategies for the homogeneous coating of scaffolds and prosthesis with ceramics, and production of biomimetic constructs, prior its implantation in the body. Herein, it is overviewed the biomimetic strategies for bone tissue engineering, recent developments and future trends. Conventional and more recent processing methodologies are also described.

O evento levou... Comunicação de marca de uma cidade-sede

Tese de Doutoramento em Ciências da Comunicação - Especialidade em Comunicação Estratégica e Organizacional

Sucesso escolar e percursos vocacionais na adolescência: variáveis pessoais e contextuais

Tese de Doutoramento Ciências da Educação (Especialidade em Psicologia da Educação)

Avaliação da sustentabilidade de soluções construtivas para a reabilitação da envolvente exterior dos edifícios

Dissertação de mestrado Internacional em Sustentabilidade do Ambiente Construído

Using mouse dynamics to assess stress during online exams

"Lecture notes in computer science series", ISSN 0302-9743, vol. 9121

Plataforma de apoio à decisão nos cuidados de ginecologia e obstetrícia

Dissertação de mestrado integrado em Engenharia Biomédica (área de especialização em Informática Médica)

Culturas alimentares en proceso de cambio

[Excerto] Introdução: O ato alimentar é uma necessidade vital porque, sem nutrientes o organismo não sobrevive. Mas é essencialmente um ato social e simbólico dado que, envolve uma multiplicidade de condicionantes unidas por complexas interações e inter-relações entre o meio ambiente e homem que condicionam as diferentes fases do sistema alimentar. Decidir pelo paradigma científico ecosofico-ecológico é adotar uma perspetiva do estudo da alimentação no tempo, o que sugere uma visão holística e ecossistémica das interações, retroações e inter-relações dinâmicas entre a alimentação, a ecologia e a sociedade, que remetem para o método multidimensional e diferentes níveis de análise. (...)

Velhas e novas drogas: impactos da toxicodependência: estudo de caso na cidade de Braga

Dissertação de mestrado em Sociologia (área de especialização em Organizações e Trabalho)