988 resultados para minimum message length


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Samples of the commercially and recreationally important West Australian dhufish (Glaucosoma hebraicum) were obtained from the lower west coast of Australia by a variety of methods. Fish <300 mm TL were caught over flat, hard substrata and low-lying limestone reefs, whereas larger fish were caught over larger limestone and coral reef formations. Maximum total lengths, weights, and ages were 981 mm, 15.3 kg, and 39 years, respectively, for females and 1120 mm, 23.2 kg, and 41 years, respectively, for males. The von Bertalanffy growth curves for females and males were significantly different. The values for L∞, k, and t0 in the von Bertalanffy growth equations were 929 mm, 0.111/year, and –0.141 years, respectively, for females, and 1025 mm, 0.111/year, and –0.052 years, respectively, for males. Preliminary estimates of total mortality indicated that G. hebraicum is now subjected to a level of fishing pressure that must be of concern to fishery managers. Glaucosoma hebraicum, which spawns between November and April and predominantly between December and March, breeds at a wide range of depths and is a multiple spawner. The L50’s for females and males at first maturity, i.e. 301 and 320 mm, respectively, were attained by about the end of the third year of life and are well below the minimum legal length (MLL) of 500 mm. Because females and males did not reach the MLL until the end of their seventh and sixth years of life, respectively, they would have had, on average, the opportunity of spawning during four and three spawning seasons, respectively, before they reached the MLL. However, because G. hebraicum caught in water depths >40 m typically die upon release, a MLL is of limited use for conserving this species. Alternative approaches, such as restricting fishing activity in highly fished areas, reducing daily bag limits for recreational fishermen, introducing quotas or revising specific details of certain commercial hand-line licences (or doing both) are more likely to provide effective conservation measures.

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The vertical growth of shoots of the seagrass Thalassia testudinum Banks ex Konig in four meadows, along a range of exposure to waves, in the Mexican Caribbean was examined to elucidate its magnitude and its relationship to sediment dynamics. Average internodal length varied between 0.17 and 12.75 mm, and was greatest in the meadow which experienced the greatest burial by sand waves moved by Hurricane Gilbert (September 1988). Internodal length showed annual cycles, confirmed by the flower scars always preceding or coinciding with the annual minimum internodal length. These annual cycles on the shoot allowed estimation of annual leaf production, which varied, on average, between 14.2 and 19.3 leaves per shoot year-1. High vertical shoot growth was associated with long internodes and high leaf production rate, which increased with increasing vertical shoot growth to a maximum of approximately 25 leaves per shoot year-1, with vertical growth of about 30 mm year-1 or more. Average internodal length showed substantial interannual differences from perturbations derived from the passage of Hurricane Gilbert. The growth response of the plants surviving moderate burial and erosion after the hurricane involved enhanced vertical growth and increased leaf production, and reduced vertical growth, respectively, after 1988. The variability in shoot vertical growth of T testudinum can be separated into seasonal changes in plant growth, and long-term variability associated with episodic perturbations involving sediment redistribution by hurricanes.

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A method for deformable shape detection and recognition is described. Deformable shape templates are used to partition the image into a globally consistent interpretation, determined in part by the minimum description length principle. Statistical shape models enforce the prior probabilities on global, parametric deformations for each object class. Once trained, the system autonomously segments deformed shapes from the background, while not merging them with adjacent objects or shadows. The formulation can be used to group image regions based on any image homogeneity predicate; e.g., texture, color, or motion. The recovered shape models can be used directly in object recognition. Experiments with color imagery are reported.

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An improved method for deformable shape-based image segmentation is described. Image regions are merged together and/or split apart, based on their agreement with an a priori distribution on the global deformation parameters for a shape template. The quality of a candidate region merging is evaluated by a cost measure that includes: homogeneity of image properties within the combined region, degree of overlap with a deformed shape model, and a deformation likelihood term. Perceptually-motivated criteria are used to determine where/how to split regions, based on the local shape properties of the region group's bounding contour. A globally consistent interpretation is determined in part by the minimum description length principle. Experiments show that the model-based splitting strategy yields a significant improvement in segmention over a method that uses merging alone.

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This paper addresses the problem of learning Bayesian network structures from data based on score functions that are decomposable. It describes properties that strongly reduce the time and memory costs of many known methods without losing global optimality guarantees. These properties are derived for different score criteria such as Minimum Description Length (or Bayesian Information Criterion), Akaike Information Criterion and Bayesian Dirichlet Criterion. Then a branch-and-bound algorithm is presented that integrates structural constraints with data in a way to guarantee global optimality. As an example, structural constraints are used to map the problem of structure learning in Dynamic Bayesian networks into a corresponding augmented Bayesian network. Finally, we show empirically the benefits of using the properties with state-of-the-art methods and with the new algorithm, which is able to handle larger data sets than before.

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Exercises and solutions in PDF

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Exercises and solutions in LaTex

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Determining the causal structure of a domain is a key task in the area of Data Mining and Knowledge Discovery.The algorithm proposed by Wallace et al. [15] has demonstrated its strong ability in discovering Linear Causal Models from given data sets. However, some experiments showed that this algorithm experienced difficulty in discovering linear relations with small deviation, and it occasionally gives a negative message length, which should not be allowed. In this paper, a more efficient and precise MML encoding scheme is proposed to describe the model structure and the nodes in a Linear Causal Model. The estimation of different parameters is also derived. Empirical results show that the new algorithm outperformed the previous MML-based algorithm in terms of both speed and precision.

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Roll forming of ultra-high strength steels (UHSS) and other high strength alloys is an advanced manufacturing methodology with the ability of cold forming those materials to complex three-dimensional shapes for lightweight structural applications. Due to their high strength, most of these materials have a reduced ductility which excludes conventional sheet forming methods under cold forming conditions. Roll forming is possible due to its low strains and incremental forming characteristic. Recent research investigates the development of high strength nano-structured aluminum sheet and titanium alloys, as well as their behaviour in roll forming with regard to formability, material behaviour and shape defects. The development of new materials is often limited to small scale samples due to the high preparation costs. In contrast, industrial application needs larger scale tests for validation, especially in roll forming where a minimum sheet length is required to feed the sample trough the roll forming machine. This work describes a novel technique for studying roll forming of a short length of experimental material. DP780 steel strips (500mm – 1300mm length) were welded between two mild steel carrier sheets of similar width and thickness giving an overall strip length of 2m. Roll forming trials were performed and longitudinal edge strain, bow and springback determined on the welded samples and samples formed of full length DP780 strip before and after cut off. The experimental results of this work show that this method gives a reasonable approach for predicting material behavior in roll forming transverse to the rolling direction. In contrast to that significant differences in longitudinal bow were observed between the welded sections and the sections formed of full length DP780 strip; this indicates that the applicability of this method is limited with regard to predicting longitudinal material behavior in roll forming.

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Este trabalho faz uma análise da legislação sobre o parcelamento do solo nas diferentes instâncias de Governo. São analisadas as diversidades e contradições das leis municipais de parcelamento do solo de onze prefeituras estrategicamente distribuídas no Estado. A análise foca em particular o tratamento da hierarquia viária; as dimensões dos gabaritos viários; as rampas empregadas; o comprimento máximo dos quarteirões nos loteamentos residenciais em função da testada mínima dos lotes e a concordância vertical nas interseções. São analisados também os requisitos técnicos de projeto geométrico de vias urbanas estabelecidas por Órgãos federais e estaduais. A revisão bibliográfica aborda questões fundamentais na urbanização tais como os pedestres, as interseções e a capacidade das vias urbanas, com o propósito de sustentar a proposição de alterações nos requisitos técnicos preconizados pelas legislações sobre o parcelamento do solo urbano. Suprindo lacuna constatada na legislação municipal sobre o parcelamento do solo e, fundamentado em simulação gráfica com veículo de transporte coletivo urbano, o trabalho apresenta tabela com sugestões para o tratamento de curvas verticais nas interseções das vias urbanas nos loteamentos. Com as informações obtidas da análise da legislação, na pesquisa bibliográfica e dos requisitos técnicos constantes nas normas conhecidas, propõe-se dimensões para vias urbanas, comprimento ideal para quarteirões residenciais, valores de taxas de declividade urbana e formas de executar-se a concordância destas rampas nas interseções. Com os valores planimétricos sugeridos fez-se um parcelamento em gleba fictícia e comparou-se os resultados com outros loteamentos projetados na mesma gleba utilizando-se as prescrições das leis municipais estudadas.

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Catch and selectivity parameters using gillnets were calculated for Schizodon nasutus in the Jurumirim reservoir on the Parana-panema River in southern Brazil. The simple gillnets used were made of monofilament nylon of 30 to 140 mm mesh size an of different heights. The relative abundance of the S. nasutus caught was analysed monthly and a positive relationship was found between catches per unit effort in number and biomass. The relative catches were more abundant for the nets of 40 and 50 mm, mesh size. Catches were characterized by clear temporal variations and a predominance of medium size fish throughout the study period. The selectivity curve of gillnets for S. nasutus in this ecosystem was obtained. The catch obtained was compared with the available catch for each mesh size, and the available catch for a certain length of fish was calculated starting from the theoretical selectivity curve. The 50 mm mesh size gillnet showed the best fit between real and available captures and was considered the most suitable, because a smaller mesh size resulted in a catch of predominantly immature specimens. It is expected that these results will contribute to improving management strategies for conservation of resources. Parameters such as the minimum catch length advisable or the mesh size permitted for a given species are indispensable for such decision-making.

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A partir de coletas biológicas mensais na Baía do Guajará e Ilha do Mosqueiro, foram obtidas amostragens de Macrobrachium amazonicum para estudos de reprodução, densidade, relações morfométricas e dinâmica de populações. Adicionalmente, dois outros desenhos amostrais foram utilizados para estudo da capturabilidade da espécie sobre influência de dois tipos de iscas e três tamanhos de armadilhas e de sua distribuição espacial em dois canais perenes do mesmo estuário. Os resultados apontam para diferença na captura de M. amazonicum quando se utiliza isca de farelo de babaçu, porém a diferença é unicamente na abundância sendo que a estrutura populacional não é modificada. A espécie é mais abundante no período seco, corroborando a idéia de maior capturabilidade dos recursos pesqueiros. A ilha do Combu é o local onde os espécimes são mais encontrados e ainda com maiores tamanhos. As fêmeas são significativamente maiores e mais pesadas que os machos, denotando a diferenciação no metabolismo devido à reprodução. A proporção de machos é maior nas menores classes de comprimento, o que pode indicar um aumento na predação de machos de menores tamanhos devido ao seu comportamento mais agressivo que o das fêmeas ou simplesmente por que os machos que atingem comprimentos maiores que as fêmeas sejam mais intensamente predados pela pesca, havendo o recrutamento apenas dos machos menores. O tamanho de primeira maturação (comprimento da carapaça) para ambos os sexos resultou em 11,5mm (11,5 mm nos machos e 11,2mm nas fêmeas). A reprodução em M. amazonicum é do tipo contínua ou periódica com um aumento gradativo entre os meses de outubro a março. Os locais mais abrigados, como regiões mais internas de canais de maré ou furos (comuns no estuário amazônico) são locais preferencialmente procurados por fêmeas maduras para a desova e crescimento dos juvenis. Os parâmetros de crescimento da curva de von Bertalanffy obtidos, foram bastante similares entre os sexos, sendo L∞ = 44,8mm e K = 0,35 para os machos e L∞ = 46,5 e K = 0,31 para as fêmeas. As taxas de mortalidade e explotação obtidas apontam para um estado limítrofe de explotação do recurso, neste sentido, o manejo deverá ser tratado com bastante cuidado. A taxa atual de explotação encontra-se no seu limite máximo de sustentabilidade. Nesta situação, qualquer aumento do esforço poderá ocasionar um estado de sobre-explotação de crescimento. Aliado ao estado de quase comprometimento dos estoques de M. amazonicum, a situação sócio econômica dos pescadores também não é diferente dos demais sistemas pesqueiros do litoral do Pará: baixa escolaridade, atuação deficiente das entidades de classe, cadeia produtiva complexa e que desprivilegia os seus principais atores. Sugere-se o monitoramento estatístico da produção; a delimitação do tamanho mínimo de captura em 4,5cm de comprimeto total; a proibição da pesca com matapis em áreas de cabeceira de furos e canais de maré; um censo de usuários e a utilização de modelos bioeconômicos que contemplem os principais aspectos de sua cadeia biológica e produtiva.

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Fifty-one slimy sea plumes (Pseudopterogorgia americana Gmelin, 1791) were sampled for caridean shrimps at Guana Island, British Virgin Islands, during one week in July 1992. Sam- pling depth ranged from 3-22 m. Nine species were collected: Hippolyte nicholsoni Chace, 1972; Latreutes sp.; Neopontonides chacei Heard, 1986; Perclimenes cf. patae Heard and Spotte, 1991; Periclimenes cf. pauper Holthuis, 1951; Periclimenes sp.; Pseudocoutierea antillensis Chace, 1972; Tozeuma cf. cornutum Milne Edwards, 1881; and Trachycaris rugosa (Bate, 1888). A total of 1,418 specimens (including fragments) was obtained. The number of shrimp species per gorgonian ranged from 1-5; one gorgonian harbored 156 shrimps. The two predominant species, N. chacei and H. nicholsoni, occupy different mean depths (12.6 and 8.2 m, respectively). Sexual dimorphism assessed with Mann-Whitney U-tests was not apparent in the specimens of N. chacei (P > 0.05), but females of H. nicholsoni were significantly larger than males (P < 0.001). Minimum carapace length (CL, the tip of the rostrum to the posterior dorsal margin of the carapace) at which male N. chacei acquire a single appendix masculina spine is 1.25 mm; male H. nicholsoni can acquire a single spine at 0.9 mm CL. Histological sections of male N. chacei showed that shrimp with 0 or 1 spine are least likely to be mature. Female N. chacei can become ovigerous at 1.9 mm CL and female H. nicholsoni at 1.2 mm CL. The taxonomic status of 5 of the 9 species collected is uncertain.

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This paper concentrates on the Early Oligocene palaeoclimate of the southern part of Eastern and Central Europe and gives a detailed climatological analysis, combined with leaf-morphological studies and modelling of the palaeoatmospheric CO2 level using stomatal and d13 C data. Climate data are calculated using the Coexistence Approach for Kiscellian floras of the Palaeogene Basin (Hungary and Slovenia) and coeval assemblages from Central and Southeastern Europe. Potential microclimatic or habitat variations are considered using morphometric analysis of fossil leaves from Hungarian, Slovenian and Italian floras. Reconstruction of CO2 is performed by applying a recently introduced mechanistic model. Results of climate analysis indicate distinct latitudinal and longitudinal climate patterns for various variables which agree well with reconstructed palaeogeography and vegetation. Calculated climate variables in general suggest a warm and frost-free climate with low seasonal variation of temperature. A difference in temperature parameters is recorded between localities from Central and Southeastern Europe, manifested mainly in the mean temperature of the coldest month. Results of morphometric analysis suggest microclimatic or habitat difference among studied floras. Extending the scarce information available on atmospheric CO2 levels during the Oligocene, we provide data for a well-defined time-interval. Reconstructed atmospheric CO2 levels agree well with threshold values for Antarctic ice sheet growth suggested by recent modelling studies. The successful application of the mechanistic model for the reconstruction of atmospheric CO2 levels raises new possibitities for future climate inference from macro-flora studies.