Self-optimization module for scheduling using case-based reasoning

Metaheuristics performance is highly dependent of the respective parameters which need to be tuned. Parameter tuning may allow a larger flexibility and robustness but requires a careful initialization. The process of defining which parameters setting should be used is not obvious. The values for parameters depend mainly on the problem, the instance to be solved, the search time available to spend in solving the problem, and the required quality of solution. This paper presents a learning module proposal for an autonomous parameterization of Metaheuristics, integrated on a Multi-Agent System for the resolution of Dynamic Scheduling problems. The proposed learning module is inspired on Autonomic Computing Self-Optimization concept, defining that systems must continuously and proactively improve their performance. For the learning implementation it is used Case-based Reasoning, which uses previous similar data to solve new cases. In the use of Case-based Reasoning it is assumed that similar cases have similar solutions. After a literature review on topics used, both AutoDynAgents system and Self-Optimization module are described. Finally, a computational study is presented where the proposed module is evaluated, obtained results are compared with previous ones, some conclusions are reached, and some future work is referred. It is expected that this proposal can be a great contribution for the self-parameterization of Metaheuristics and for the resolution of scheduling problems on dynamic environments.

Self-organization for scheduling in agile manufacturing

Agility refers to the manufacturing system ability to rapidly adapt to market and environmental changes in efficient and cost-effective ways. This paper addresses the development of self-organization methods to enhance the operations of a scheduling system, by integrating scheduling system, configuration and optimization into a single autonomic process requiring minimal manual intervention to increase productivity and effectiveness while minimizing complexity for users. We intend to conceptualize real manufacturing systems as interacting autonomous entities in order to build future Decision Support Systems (DSS) for Scheduling in agile manufacturing environments.

Using an integrative approach to assess brand identity

There is a wide agreement that identity is a multidisciplinary concept. The authors consider this an opportunity do develop a framework to assess identity. In a marketing context, literature reveals two approaches on identity: one focus on corporate identity and the other focus on branding. The aim of this paper is to integrate these two approaches to develop a synthesis framework to assess brand identity. Based on literature on identity the authors found nine components related to brand identity. Those components are described in this paper as well as the relation they have with brand identity. The authors hope that this synthesis approach contributes to a better understanding of the brand identity, and are very encouraging for refining this framework in the future.

Corporate brand identity management in a technological faculty – how brand relationships influence students and companies reputations

Identity is traditionally defined as an emission concept [1]. Yet, some research points out that there are external factors that can influence it [2]; [3]; [4]. This subject is even more relevant if one considers corporate brands. According to Aaker [5] the number, the power and the credibility of corporate associations are bigger in the case of corporate brands. Literature recognizes the influence of relationships between companies in identity management. Yet, given the increasingly important role of corporate brands, it is surprising that to date no attempt to evaluate that influence has been made in the management of corporate brand identity. Also Keller and Lehman [6] highlight relationships and costumer experience as two areas requiring more investigation. In line with this, the authors intend to develop an empirical research in order to evaluate the influence of relationships between brands in the identity of corporate brand from an internal perspective by interviewing internal stakeholders (brand managers and internal clients). This paper is organized by main contents: theoretical background, research methodology, data analysis and conclusions and finally cues to future investigation.

Relatório de estágio de qualificação profissional (Fase intercalar do estágio)

Relatório EPE - Relatório de estágio em Educação Pré-Escolar: O presente relatório de estágio de qualificação profissional surge no âmbito da unidade curricular de Prática Pedagógica Supervisionada na Educação Pré- Escolar, por forma a evidenciar o desenvolvimento pessoal e profissional da mestranda ao longo da prática pedagógica. Neste sentido, a mestranda foi desenvolvendo um conjunto de competências, tendo em vista a construção dos seus saberes profissionais, atendendo a uma postura de pendor reflexiva e indagadora, capaz de tomar decisões adequadas de acordo com o contexto educativo onde está inserida, uma vez que o mesmo se carateriza por ser imprevisível. O desenvolvimento dos saberes profissionais foi possibilitado através da adoção da metodologia de investigação-ação, sendo que a mesma se processa numa espiral cíclica de observação, planificação, ação e reflexão, pelo que a reflexão é intrínseca e implícita em todas as fases. Efetivamente, foram várias as estratégias que fomentaram o desenvolvimento desta metodologia, nomeadamente: elaboração de planificações, realização de narrativas colaborativas, elaboração do diário de formação, construção dos guiões de préobservação, reestruturação do Projeto Curricular de Grupo e as reuniões realizadas com o supervisor institucional. Importa, ainda, referir que o desenvolvimento da prática pedagógica em díade de formação, potenciou momentos de reflexão partilhada que contribuíram para a transformação das práticas. A elaboração deste relatório assumiu um papel fulcral, uma vez que despoletou na mestranda uma reflexão crítica sobre as práticas, confluindo na identificação da evolução das suas competências pessoais e profissionais, bem como das dificuldades que ainda predominam, por forma a contorná-las futuramente.