Generating cluster submodels from a multistage stochastic mixed integer optimization model using break stage

We present a scheme to generate clusters submodels with stage ordering from a (symmetric or a nonsymmetric one) multistage stochastic mixed integer optimization model using break stage. We consider a stochastic model in compact representation and MPS format with a known scenario tree. The cluster submodels are built by storing first the 0-1 the variables, stage by stage, and then the continuous ones, also stage by stage. A C++ experimental code has been implemented for reordering the stochastic model as well as the cluster decomposition after the relaxation of the non-anticipativiy constraints until the so-called breakstage. The computational experience shows better performance of the stage ordering in terms of elapsed time in a randomly generated testbed of multistage stochastic mixed integer problems.

ENEKuS – a key model for managing the transformation of the normalisation of the Basque language in the workplace

The aim of this study is to develop a reference model for intervention in the language processes applied to the transformation of language normalisation within organisations of a socio-economic nature. It is based on the case study of an experience carried out over10 years within a trades’ union confederation, and has pursued a strategy of a basically qualitative research carried out in three stages: 1) undertaking field work through application of action-research methodology, 2) reconstructing experiences following processes of systematisation and conceptualisation of the systematised data, applying methodologies for the Systematisation of Experiences and Grounded Theory, and 3) formulating a model for intervention, applying the Systems Approach methodology. Finally, we identified nine key ideas that make up the conceptual framework for the ENEKuS reference model, which is structured in nine ‘action points', each having an operating sub-model applicable in practice.

Marketing experiencial aplicado a los establecimientos comerciales: Shopping experience

El presente trabajo expone el marco en el que cabe el desarrollo de las decisiones de Marketing en el comercio detallista actualmente, considerando los cambios en el comportamiento y hábitos de compra del cliente, condicionados por los avances tecnológicos y la crisis económica, entre otros. Se analizan algunos de los diferentes factores que deben ser gestionados para la creación de experiencias, y donde el marketing sensorial será protagonista, así como la necesidad de orientar las políticas hacia un comprador que aun siendo sensible al precio, cada vez valora más el factor emocional. Se profundiza en la gestión de la experiencia de compra, y en los factores que han de tenerse en cuenta para realizarla de forma eficiente. Finalmente, se estudia un caso exitoso de marketing experiencial donde puede observarse el uso de las variables analizadas previamente.