By M. L. Barrón-Estrada, Ramón Zatarain-Cabada, Rosalío Zatarain-Cabada (auth.), Angel Kuri-Morales, Guillermo R. Simari (eds.)
This booklet constitutes the refereed court cases of the twelfth Ibero-American convention on man made Intelligence, IBERAMIA 2010, held in Bahía Blanca, Argentina, in November 2010. The sixty one papers awarded have been conscientiously reviewed and chosen from 148 submissions. The papers are geared up in topical sections on synthetic intelligence in schooling, cognitive modeling and human reasoning, constraint delight, evolutionary computation, details, integration and extraction, wisdom acquisition and ontologies, wisdom illustration and reasoning, desktop studying and knowledge mining, multiagent structures, common language processing, neural networks, making plans and scheduling, probabilistic reasoning, seek, and semantic internet.
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The ORDER BY clause is used because when the results of the query are arranged in descending order of the portfolio proﬁt, the solution with the maximum proﬁt for the instance is found in the ﬁrst tuple. The investments per security in the best portfolio and the proﬁt are speciﬁed by the SELECT clause. The proﬁt is formed by the sum of the individual investments of each security in the selected portfolio. Table 2. A SQL query that solves the Portfolio Selection Problem instance shown in Table 1.
This process is fundamentally based on two variables, expected return and risk. In portfolio selection, the most popular risk deﬁnition is variance which, according to Markowitz in , means that the greater deviation from the expected value, the less likely the investor can obtain the expected return. Markowitz established that investors would optimally hold a mean-variance eﬃcient portfolio . This is a portfolio with the highest expected return for a given level of variance. Markowitz assumed that investors are risk averse, this means that they accept higher risk only if they get higher expected return.
The oﬄine trial was carried out to compare the proposed 3-mic system and a 2-mic array in a situation where both systems can potentially provide good results. Because a 2-mic array is not able to detect angles outside the -90◦ – 90◦ range, 10 equally spaced angle values within the 0◦ – 90◦ range were used as a testbed for both systems (the -90◦ – 90◦ range is symmetrical). At each angle value, a sound source was located at 20 cm from the system, and 10 sets of 4410 samples were taken. With each sample set, an angle was estimated; the average of the 10 estimated angles was considered as the ﬁnal estimated angle.