Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection

The goal of adaptive operator selection is the on-line control of the choice of variation operators within evolutionary algorithms. The control process is based on two main components, the credit assignment, that defines the reward that will be used to evaluate the quality of an operator after it has been applied, and the operator selection mechanism, that selects one operator based on some operators qualities. Two previously developed adaptive operator selection methods are combined here: Compass evaluates the performance of operators by considering not only the fitness improvements from parent to offspring, but also the way they modify the diversity of the population, and their execution time; dynamic multi-armed bandit proposes a selection strategy based on the well-known UCB algorithm, achieving a compromise between exploitation and exploration, while nevertheless quickly adapting to changes. Tests with the proposed method, called ExCoDyMAB, are carried out using several hard instances of the satisfiability problem (SAT). Results show the good synergetic effect of combining both approaches

Neurophysiology

Contains reports on seven research projects.Bell Telephone Laboratories, IncorporatedNational Institutes of HealthTeagle Foundation, IncorporatedUnited States Air Force (WADD Contract AF33(616)-7783

La indagación científica como enfoque pedagógico: estudio sobre las prácticas innovadoras de docentes de ciencia en EM (Región de Valparaíso)

RESUMEN: El presente trabajo refiere los resultados de un estudio cualitativo cuyo objetivo fue describir y comprender las prácticas de seis docentes de ciencia en Educación Secundaria que han logrado transformar su enseñanza, aproximándose a un enfoque indagatorio. El enfoque metodológico empleado fue Grounded Theory, el cual se aplicó a la observación de 54 horas (cr.) de clase. El estudio aporta con información descriptiva y comprensiva sobre las características de las prácticas observadas, así como las condiciones que las permiten y las consecuencias que conllevan. Se finaliza discutiendo el impacto que este estudio tiene sobre la formación inicial y continua de docentes de ciencia de Educación Secundaria. ABSTRACT: This research refers the results of a qualitative study which purpose was to describe and understand the teaching practices of six secondary science teachers who have transformed their teaching practice by applying an inquiry approach. The method used was Grounded Theory applied to the observation of 54 class hours (cr.). This research contributes with descriptive and comprehensive information about characteristics of the observed practices, as well as the conditions that allow them and their consequences. Finally, we discuss the implications that this study has on pre-service and in-service secondary science teacher education

Inference of proto-neutron star properties in core-collapse supernovae from a gravitational-wave detector network

The next Galactic core-collapse supernova (CCSN) will be a unique opportunity to study within a fully multi-messenger approach the explosion mechanism responsible for the formation of neutron stars and stellar-mass black holes. State-of-the-art numerical simulations of those events reveal the complexity of the gravitational-wave emission which is highly stochastic. This challenges the possibility to infer the properties of the compact remnant and of its progenitor using the information encoded in the waveforms. In this paper we take further steps in a program we recently initiated to overcome those difficulties. In particular we show how oscillation modes of the proto-neutron star, highly visible in the gravitational-wave signal, can be used to reconstruct the time evolution of their physical properties. Extending our previous work where only the information from a single detector was used we here describe a new data-analysis pipeline that coherently combines gravitational-wave detectors' data and infers the time evolution of a combination of the mass and radius of the compact remnant. The performance of the method is estimated employing waveforms from 2D and 3D CCSN simulations covering a progenitor mass range between 11$\mathrm{M_{\odot}}$\, and 40$\mathrm{M_{\odot}}$\, and different equations of state for both a network of up to five second-generation detectors and the proposed third-generation detectors Einstein Telescope and Cosmic Explorer. Our study shows that it will be possible to infer PNS properties for CCSN events occurring in the vicinity of the Milky Way, up to the Large Magellanic Cloud, with the current generation of gravitational-wave detectors

Towards Autopoietic Computing

A key challenge in modern computing is to develop systems that address complex, dynamic problems in a scalable and efficient way, because the increasing complexity of software makes designing and maintaining efficient and flexible systems increasingly difficult. Biological systems are thought to possess robust, scalable processing paradigms that can automatically manage complex, dynamic problem spaces, possessing several properties that may be useful in computer systems. The biological properties of self-organisation, self-replication, self-management, and scalability are addressed in an interesting way by autopoiesis, a descriptive theory of the cell founded on the concept of a system's circular organisation to define its boundary with its environment. In this paper, therefore, we review the main concepts of autopoiesis and then discuss how they could be related to fundamental concepts and theories of computation. The paper is conceptual in nature and the emphasis is on the review of other people's work in this area as part of a longer-term strategy to develop a formal theory of autopoietic computing.Comment: 10 Pages, 3 figure

Recent developments and future trends of industrial agents

The agent technology provides a new way to design and engineer control solutions based on the decentralization of control over distributed structures, addressing the current requirements for modern control systems in industrial domains. This paper presents the current situation of the development and deployment of agent technology, discussing the initiatives and the current trends faced for a wider dissemination and industrial adoption, based on the work that is being carried out by the IEEE IES Technical Committee on Industrial Agents

Self-organisation and psychotherapy

Neste artigo, resultado de uma pesquisa de tipo qualitativo, hermenêutico e documental, procuramos mostrar como as Ciências Cognitivas, desde a sua constituição, têm contribuído para a compreensão do ser humano. Fazemos referência às visões mais racionalistas da mente, que a entendem semelhante a um sistema computacional, até à visão menos (não) racionalista que lhe confere valor cognitivo, envolta em emoções e afetos, que numa visão mais construtivista – ou pós-racionalista – se diria que traduz significados, traduz uma vivência ou uma história narrativa (e) pessoal. Assim, apresentamos o modelo de terapia cognitiva pós-racionalista de Vittorio Guidano, refletindo sobre os fundamentos epistemológicos do Movimento da Auto-organização (MAO), nos quais ele se fundamenta. Descrevemos sumariamente os alicerces epistemológicos do MAO, os quais garantem a este modelo uma dimensão holista e explicativa do processo de construção da identidade humana, que pode ser descrita como processo de conhecimento, capaz de vivenciar e ao mesmo tempo perceber e avaliar a sua própria experiência (autoconsciência). O ser humano age na intersubjetividade, num mundo pluralista, com os seus congéneres, partilhando experiências e interpretando ações (complexificando-se através desses acoplamentos). Pretendemos, também, ilustrar que a matriz de funcionamento interno de cada ser humano, a qual lhe permite ordenar essa múltipla e facetada realidade, assim como formar/construir/ordenar significados pessoais, é o vínculo emotivo-afetivo.In this paper, which is the result of a qualitative, hermeneutical and documental research, we intend to show how the Cognitive Sciences, since their beginning, have contributed to the understanding of human beings. We refer to the rationalistic understanding of the mind (the mind is like a computer system), and also to the non-rationalistic understanding, which attributes to the mind a cognitive value, immersed in emotions and affections. In addition, according to a constructivist or post-rationalistic understanding, the mind translates meanings, an experience or a personal narrative story. Thus, we present the model of post-rationalistic cognitive therapy of Vittorio Guidano, reflecting on the epistemological foundations of the Self-Organization Movement, on which it is based. We describe briefly the epistemological principles of the Self-Organization Movement, which give to this model a holistic and explanatory dimension of the process of construction of human identity. This identity can be described as the human beings’ process of self-knowledge, as we are capable of experiencing and at the same time perceiving and evaluating, our own experiences (self-consciousness). The human being acts on intersubjectivity, in a pluralistic world with his peers, sharing experiences and interpreting actions. We also want to illustrate that the matrix of inner functioning of every human being, which allows us to sort this multi-faceted reality in a single personal order, is the emotional bond.(undefined

Neurophysiology

Contains research objectives and reports on four research projects.Bell Telephone Laboratories, IncorporatedNational Institutes of HealthNational Science FoundationTeagle Foundation, Incorporate

Innovaciones en centros educativos vulnerables: liceos que optimizan la gestión para mejorar los aprendizajes de sus estudiantes

Un equipo universitario multidisciplinario ha desarrollado una innovación integral en cuatro establecimientos educacionales secundarios, a partir del diseño, instalación y consolidación de procesos autosustentables en la gestión directiva, pedagógica y de convivencia e inclusión, con el propósito de promover un mejoramiento significativo en la calidad de los aprendizajes de los estudiantes de sectores sociales de alta vulnerabilidad. Este programa de asesoría se ha llevado a cabo a través de la implementación de un plan de acción que consideró principalmente a los directivos, los docentes y los estudiantes. Se plantearon reuniones periódicas con los equipos directivos, entrevistas y capacitación docente en metodologías participativas, prácticas evaluativas y utilización de tecnologías de información y comunicación. Además, se trabajó directamente con los estudiantes por medio de talleres, charlas y entrevistas. Dentro de los resultados de esta asesoría se destacan: la apropiación de un plan de gestión por parte de los directivos, el mejoramiento de las prácticas docentes y una mayor disposición hacia los aprendizajes por parte de los estudiantes que participaron en los programas orientados hacia ellos, además de una mejor convivencia entre los estudiantes y entre éstos y los docente

"Meaning" as a sociological concept: A review of the modeling, mapping, and simulation of the communication of knowledge and meaning

The development of discursive knowledge presumes the communication of meaning as analytically different from the communication of information. Knowledge can then be considered as a meaning which makes a difference. Whereas the communication of information is studied in the information sciences and scientometrics, the communication of meaning has been central to Luhmann's attempts to make the theory of autopoiesis relevant for sociology. Analytical techniques such as semantic maps and the simulation of anticipatory systems enable us to operationalize the distinctions which Luhmann proposed as relevant to the elaboration of Husserl's "horizons of meaning" in empirical research: interactions among communications, the organization of meaning in instantiations, and the self-organization of interhuman communication in terms of symbolically generalized media such as truth, love, and power. Horizons of meaning, however, remain uncertain orders of expectations, and one should caution against reification from the meta-biological perspective of systems theory