895 resultados para Anchoring heuristic
Resumo:
Biodegradable polymers have opened an emerging area of great interest because they are the ultimate solution for the disposal problems of synthetic polymers used for short time applications in the environmental and biomedical field. The biodegradable polymers available until recently have a number of limitations in terms of strength and dimensional stability. Most of them have processing problems and are also very expensive. Recent developments in biodegradable polymers show that monomers and polymers obtained from renewable resources are important owing to their inherent biodegradability, biocompatibility and easy availability. The present study is, therefore, mostly concemed with the utilization of renewable resources by effecting chemical modification/copolymerization on existing synthetic polymers/natural polymers for introducing better biodegradability and material properties.The thesis describes multiple approaches in the design of new biodegradable polymers: (1) Chemical modification of an existing nonbiodegradable polymer, polyethylene, by anchoring monosaccharides after functionalization to introduce biodegradability. (2) Copolymerization of an existing biodegradable polymer, polylactide, with suitable monomers and/or polymers to tailor their properties to suit the emerging requirements such as (2a) graft copolymerization of lactide onto chitosan to get controlled solvation and biodegradability and (2b) copolymerization of polylactide with cycloaliphatic amide segments to improve upon the thermal properties and processability.
Resumo:
Motivation for Speaker recognition work is presented in the first part of the thesis. An exhaustive survey of past work in this field is also presented. A low cost system not including complex computation has been chosen for implementation. Towards achieving this a PC based system is designed and developed. A front end analog to digital convertor (12 bit) is built and interfaced to a PC. Software to control the ADC and to perform various analytical functions including feature vector evaluation is developed. It is shown that a fixed set of phrases incorporating evenly balanced phonemes is aptly suited for the speaker recognition work at hand. A set of phrases are chosen for recognition. Two new methods are adopted for the feature evaluation. Some new measurements involving a symmetry check method for pitch period detection and ACE‘ are used as featured. Arguments are provided to show the need for a new model for speech production. Starting from heuristic, a knowledge based (KB) speech production model is presented. In this model, a KB provides impulses to a voice producing mechanism and constant correction is applied via a feedback path. It is this correction that differs from speaker to speaker. Methods of defining measurable parameters for use as features are described. Algorithms for speaker recognition are developed and implemented. Two methods are presented. The first is based on the model postulated. Here the entropy on the utterance of a phoneme is evaluated. The transitions of voiced regions are used as speaker dependent features. The second method presented uses features found in other works, but evaluated differently. A knock—out scheme is used to provide the weightage values for the selection of features. Results of implementation are presented which show on an average of 80% recognition. It is also shown that if there are long gaps between sessions, the performance deteriorates and is speaker dependent. Cross recognition percentages are also presented and this in the worst case rises to 30% while the best case is 0%. Suggestions for further work are given in the concluding chapter.
Resumo:
Unit Commitment Problem (UCP) in power system refers to the problem of determining the on/ off status of generating units that minimize the operating cost during a given time horizon. Since various system and generation constraints are to be satisfied while finding the optimum schedule, UCP turns to be a constrained optimization problem in power system scheduling. Numerical solutions developed are limited for small systems and heuristic methodologies find difficulty in handling stochastic cost functions associated with practical systems. This paper models Unit Commitment as a multi stage decision making task and an efficient Reinforcement Learning solution is formulated considering minimum up time /down time constraints. The correctness and efficiency of the developed solutions are verified for standard test systems
Resumo:
Unit commitment is an optimization task in electric power generation control sector. It involves scheduling the ON/OFF status of the generating units to meet the load demand with minimum generation cost satisfying the different constraints existing in the system. Numerical solutions developed are limited for small systems and heuristic methodologies find difficulty in handling stochastic cost functions associated with practical systems. This paper models Unit Commitment as a multi stage decision task and Reinforcement Learning solution is formulated through one efficient exploration strategy: Pursuit method. The correctness and efficiency of the developed solutions are verified for standard test systems
Resumo:
Das wohl bekannteste Phänomen der Urteils- und Entscheidungsforschung im Kontext numeri-scher Urteile ist der Ankereffekt. Dieser bezeichnet die Assimilation einer numerischen Schätzung oder Prognose an einen salienten Wert, dem sogenannten Anker, auch unabhängig von dessen inhaltlicher Relevanz. Die Frage nach den Ursachen von Ankereffekten wird bis zum aktuellen Zeitpunkt kontrovers diskutiert. Die Bedeutung eines Erklärungsmodelles, dem sogenannten numerischem Priming, innerhalb dieser Diskussion ist Gegenstand der vorliegenden Arbeit. Im Theorieteil wird zunächst der Ankereffekt, seine inhaltliche Einordnung und seine Relevanz aus theoretischer wie praktischer Sicht diskutiert. Des weiteren werden die gängigen Erklärungsmodelle zum Ankereffekt vorgestellt. Ein Schwerpunkt hierbei liegt auf einer kritischen Auseinandersetzung mit dem Modell der selektiven Zugänglichkeit (Selective Accessibility Model, kurz: SAM), dem wohl prominentesten Modell aus Sicht der momentanen Forschung. Zwei an den Theorieteil anschließende Fragestellungen sind dann der Gegenstand des empirischen Teils der Arbeit. Zum einen soll überprüft werden, ob Ankereffekte im Standardparadigma, wie bisher angenommen, allein auf den Prozessen des SAM basieren oder ob zusätzlich auch numerisches Priming am Zustandekommen des Ankereffektes in diesem Paradigma beteiligt ist. Zum anderen werden Voraussetzungen für das Auftreten von Ankereffekten durch numerisches Priming untersucht, inbesondere die als relevant eingeschätzte Bedeutung der Aufmerksamkeit gegenüber dem Ankerwert. Beide Experimente verwenden neue, im Kontext von Ankereffekten bisher nicht eingesetzte experimentelle Paradigmen. Um die Bedeutung semantischer Prozesse im Zusammenspiel mit numerischen Prozessen zu untersuchen, wird ein so genannter Objektvergleich eingesetzt. Der Stellenwert von Aufmerksamkeit hingegen wird überprüft, in dem die Ankerwerte subliminal, also unterhalb der Wahrnehmungsschwelle, präsentiert werden. Beiden Experimenten ist jeweils eine Voruntersuchung vorangestellt, die notwendige Bedingungen für die entsprechenden Experimente überprüfen. In der abschließenden Diskussion werden die Ergebnisse der beiden Untersuchungen noch einmal zusammengefasst, und deren Implikationen angesichts der bisher vorliegenden Erkenntnisse aus theoretischer wie praktischer Sicht diskutiert. Des weiteren werden mögliche Forschungsfragen und denkbare experimentelle Untersuchungen hierzu skizziert, die an die innerhalb dieser Arbeit vorgelegten Ergebnisse sinnvoll anschließen könnten.
Resumo:
We study the asymptotics conjecture of Malle for dihedral groups Dl of order 2l, where l is an odd prime. We prove the expected lower bound for those groups. For the upper bounds we show that there is a connection to class groups of quadratic number fields. The asymptotic behavior of those class groups is predicted by the Cohen-Lenstra heuristics. Under the assumption of this heuristic we are able to prove the expected upper bounds.
Resumo:
Ausgangspunkt der Dissertation ist ein von V. Maz'ya entwickeltes Verfahren, eine gegebene Funktion f : Rn ! R durch eine Linearkombination fh radialer glatter exponentiell fallender Basisfunktionen zu approximieren, die im Gegensatz zu den Splines lediglich eine näherungsweise Zerlegung der Eins bilden und somit ein für h ! 0 nicht konvergentes Verfahren definieren. Dieses Verfahren wurde unter dem Namen Approximate Approximations bekannt. Es zeigt sich jedoch, dass diese fehlende Konvergenz für die Praxis nicht relevant ist, da der Fehler zwischen f und der Approximation fh über gewisse Parameter unterhalb der Maschinengenauigkeit heutiger Rechner eingestellt werden kann. Darüber hinaus besitzt das Verfahren große Vorteile bei der numerischen Lösung von Cauchy-Problemen der Form Lu = f mit einem geeigneten linearen partiellen Differentialoperator L im Rn. Approximiert man die rechte Seite f durch fh, so lassen sich in vielen Fällen explizite Formeln für die entsprechenden approximativen Volumenpotentiale uh angeben, die nur noch eine eindimensionale Integration (z.B. die Errorfunktion) enthalten. Zur numerischen Lösung von Randwertproblemen ist das von Maz'ya entwickelte Verfahren bisher noch nicht genutzt worden, mit Ausnahme heuristischer bzw. experimenteller Betrachtungen zur sogenannten Randpunktmethode. Hier setzt die Dissertation ein. Auf der Grundlage radialer Basisfunktionen wird ein neues Approximationsverfahren entwickelt, welches die Vorzüge der von Maz'ya für Cauchy-Probleme entwickelten Methode auf die numerische Lösung von Randwertproblemen überträgt. Dabei werden stellvertretend das innere Dirichlet-Problem für die Laplace-Gleichung und für die Stokes-Gleichungen im R2 behandelt, wobei für jeden der einzelnen Approximationsschritte Konvergenzuntersuchungen durchgeführt und Fehlerabschätzungen angegeben werden.
Resumo:
This report gives a detailed discussion on the system, algorithms, and techniques that we have applied in order to solve the Web Service Challenges (WSC) of the years 2006 and 2007. These international contests are focused on semantic web service composition. In each challenge of the contests, a repository of web services is given. The input and output parameters of the services in the repository are annotated with semantic concepts. A query to a semantic composition engine contains a set of available input concepts and a set of wanted output concepts. In order to employ an offered service for a requested role, the concepts of the input parameters of the offered operations must be more general than requested (contravariance). In contrast, the concepts of the output parameters of the offered service must be more specific than requested (covariance). The engine should respond to a query by providing a valid composition as fast as possible. We discuss three different methods for web service composition: an uninformed search in form of an IDDFS algorithm, a greedy informed search based on heuristic functions, and a multi-objective genetic algorithm.
Resumo:
Numerische Urteile wie Schätzungen oder Prognosen sind anfällig für Ankereffekte. Ein in eine Entscheidungssituation willkürlich eingeführter numerischer Wert – der Anker – beeinflusst oft das Urteil im Sinne einer Assimilation des Urteils an diesen Wert. Bei Kaufentscheidungen fließt das Ergebnis eines Vergleichs des Produktpreises mit einem Referenzpreis, einem numerischen Wert, in die Kaufentscheidung mit ein. Unter Orientierung an die Prospekttheorie von Kahneman & Tversky kann dieser Referenzpreis in Form eines implementierten Ankers variiert werden. Die vorgelegte interdisziplinäre Arbeit wendet psychologisches Fachwissen in den Wirtschaftswissenschaften an. Sie beschäftigt sich mit den Möglichkeiten bei telefonischen Verkaufsgesprächen, gezielt Anker zu Erhöhung der Verkaufsquote einzusetzen. Der Anker wird in drei unterschiedlichen Experimenten entweder durch den Preis eines zusätzlich angebotenen Produkts, durch das Einbringen eines belanglos scheinenden numerischen Wertes, wie die Anzahl an bereits getätigten Anrufen, oder in Form einer Schätzfrage in das Verkaufsgespräch implementiert. Es wird dabei festgestellt, dass durch einen im Vergleich zum verkaufenden Produkt höheren numerischen Wert, dem Anker, die Verkaufsquote erhöht werden kann. Das Neuartige an der Arbeit liegt vor allem im Aufzeigen der Einfachheit solcher ökonomisch effektiver Ankersetzungen in Verkaufsgesprächen. Willkürlich in eine Kaufsituation eingeführte numerische Werte können - analog zu ihrem Einfluss in Urteilssituationen - auch Kaufentscheidungen in einem realen Markt beeinflussen.
Resumo:
Self-assembled monolayers (SAMs) on solid surfaces are of great current interest in science and nanotechnology. This thesis describes the preparation of several symmetrically 1,1’-substituted ferrocene derivatives that contain anchoring groups suitable for chemisorption on gold and may give rise to SAMs with electrochemically switchable properties. The binding groups are isocyano (-NC), isothiocyanato (-NCS), phosphanyl (-PPh2), thioether (-SR) and thienyl. In the context of SAM fabrication, isothiocyanates and phosphanes are adsorbate systems which, surprisingly, have remained essentially unexplored. SAMs on gold have been fabricated with the adsorbates from solution and investigated primarily by X-ray photoelectron spectroscopy and near-edge X-ray absorption fine structure spectroscopy. The results of these analytical investigations are presented and discussed in matters of the film quality and possible binding modes. The quality of self-assembled monolayers fabricated from 1,1’-diisocyanoferrocene and 1,1’-diisothiocyanatoferrocene turned out to be superior to that of films based on the other adsorbate species investigated. Films of those absorbates as well as of dppf afforded well-defined SAMs of good quality. All other films of this study based on sulfur containing anchoring groups exhibit chemical inhomogeneity and low orientational order of the film constituents and therefore failed to give rise to well-defined SAMs. Surface coordination chemistry is naturally related to molecular coordination chemistry. Since all SAMs described in this thesis were prepared on gold (111) surfaces, the ferrocene-based ligands of this study have been investigated in their ability for complexation towards gold(I). The sulfur-based ferrocene ligands [fc(SR)2] failed to give stable gold(I) complexes. In contrast, 1,1’-diisocyanoferrocene (1) proved to be an excellent ligand for the complexation of gold(I). Several complexes were prepared and characterised utilising a series of gold(I) acetylides. These complexes show interesting structural motifs in the solid state, since intramolecular aurophilic interactions lead to a parallel orientation of the isocyano moieties, combined with an antiparallel alignment of neighbouring units. The reaction of 1 with the gold(I) acetylide [Au(C≡C–Fc)]n turned out to be very unusual, since the two chemically equivalent isocyano groups undergo a different reaction. One group shows an ordinary coordination and the other one undergoes an extraordinary 1,1-insertion into the Au-C bond. As a sideline of the research of this thesis several ferrocene derivatives have been tested for their suitability for potential surface reactions. Copper(I) mediated 1,3-dipolar cycloadditions of azidoferrocene derivatives with terminal alkynes appeared very promising in this context, but failed to a certain extent in terms of ‘click’ chemistry, since the formation of the triazoles depended on the strict exclusion of oxygen and moisture and yields were only moderate. Staudinger reactions between dppf and azidoferrocene derivatives were also tested. The nucleophilic additions of secondary amines to 1,1’-diisothiocyanatoferrocene led to the respective thiourea derivatives in quantitative yields.
Resumo:
Using a phenomenological model, the influence of quantum electrodynamical effects on the prediction of the chemical behavior of superheavy elements within a relativistic Dirac-Slater calculation was investigated. This influence will be small and nondetectable for elements up to Z = 114. For elements near Z = 164 some changes in the ground state configurations occur but the chemical behavior will not change. Using this heuristic model, it is also possible to calculate elements beyond Z = 175. As an example we have chosen element E184 and are now able to make more valid speculations about the chemical behavior of the element than Penneman and co-workers could.
Resumo:
The oil price rises more and more, and the world energy consumption is projected to expand by 50 percent from 2005 to 2030. Nowadays intensive research is focused on the development of alternative energies. Among them, there are dye-sensitized nanocrystalline solar cells (DSSCs) “the third generation solar cells”. The latter have gained attention during the last decade and are currently subject of intense research in the framework of renewable energies as a low-cost photovoltaic. At present DSSCs with ruthenium based dyes exhibit highest efficiencies (ca 11%). The objective of the present work is to fabricate, characterize and improve the performance of DSSCs based on metal free dyes as sensitizers, especially on perylene derivatives. The work begins by a general introduction to the photovoltaics and dye-sensitized solar cells, such as the operating principles and the characteristics of the DSSCs. Chapter 2 and 3 discuss the state of the art of sensitizers used in DSSCs, present the compounds used as sensitizer in the present work and illustrate practical issues of experimental techniques and device preparation. A comparative study of electrolyte-DSSCs based on P1, P4, P7, P8, P9, and P10 are presented in chapter 4. Experimental results show that the dye structure plays a crucial role in the performance of the devices. The dye based on the spiro-concept (bipolar spiro compound) exhibited a higher efficiency than the non-spiro compounds. The presence of tert-butylpyridine as additive in the electrolyte was found to increase the open circuit voltage and simultaneously decrease the efficiency. The presence of lithium ions in the electrolyte increases both output current and the efficiency. The sensitivity of the dye to cations contained in the electrolyte was investigated in the chapter 5. FT-IR and UV-Vis were used to investigate the in-situ coordination of the cation to the adsorbed dye in the working devices. The open-circuit voltage was found to depend on the number of coordination sites in the dye. P1 with most coordination sites has shown the lowest potential drop, opposite to P7, which is less sensitive to cations in the working cells. A strategy to improve the dye adsorption onto the TiO2 surface, and thus the light harvesting efficiency of the photoanode by UV treatment, is presented in chapter 6. The treatment of the TiO2 film with UV light generates hydroxyl groups and renders the TiO2 surface more and more hydrophilic. The treated TiO2 surface reacts readily with the acid anhydride group of the dye that acts as an anchoring group and improves the dye adsorption. The short-circuit current density and the efficiency of the electrolyte-based dye cells was considerably improved by the UV treatment of the TiO2 film. Solid-state dye-sensitized solar cells (SSDs) based on spiro-MeOTAD (used as hole transport material) are studied in chapter 7. The efficiency of SSDs was globally found to be lower than that of electrolyte-based solar cells. That was due to poor pore filling of the dye-loaded TiO2 film by the spin-coated spiro-MeOTAD and to the significantly slower charge transport in the spiro-MeOTAD compared to the electrolyte redox mediator. However, the presence of the donor moieties in P1 that are structurally similar to spiro-MeOTAD was found to improve the wettability of the P1-loaded TiO2 film. As a consequence the performance of the P1-based solid-state cells is better compared to the cells based on non-spiro compounds.
Resumo:
Die Spezifität und Effizienz zellulärer Signalprozesse wird durch die intrazelluläre Kompartimentierung von Signalmolekülen erreicht. A-Kinase-Ankerproteine (AKAPs) bilden eine Familie aus Gerüstproteinen, die zeitliche und räumliche Lokalisation der cAMP-abhängigen Proteinkinase (PKA) übernehmen. Die direkte Interaktion wird dabei über die Dimerisierungs- und Dockingdomäne (DD-Domäne) der regulatorischen Untereinheiten von PKA vermittelt. Das charakteristische strukturelle Merkmal bei kanonischen AKAPs ist eine amphipathische Helix. Es existiert allerdings auch eine kleine Gruppe von nicht-kanonischen AKAPs, deren Bindung an die DD-Domäne nicht über eine amphipathische Helix vermittelt wird. In dieser Arbeit wurden die zwei potentiellen nicht-kanonischen AKAPs Neurochondrin (neurite-outgrowth promoting protein) und Rack1 (receptor of activated C-kinase 1) charakterisiert. Neurochondrin, dessen Expression mit dem Neuriten-Wachstum in jungen Neuronen korreliert ist und das vermutlich eine entscheidende Funktion bei der Langzeitpotenzierung im Hippocampus übernimmt, zeigt in SPR-Bindungsstudien eine hochaffine, nanomolare Interaktion mit der R-Untereinheit Typ IIalpha von PKA. Kompetitionsanalysen mit dem AKAP-Disruptor-Peptid Ht 31 und Untersuchungen mit der isolierten DD-Domäne von RIIalpha bestätigen eine spezifische Interaktion. Das nicht-kanonische RII-Bindemotiv von Neurochondrin ist aus zwei Domänen aufgebaut, die einen hohen alpha-helikalen Anteil besitzen, aber keine amphipathische Helix bilden. Peptidbasierte Interaktionsstudien der einzelnen Domänen zeigen dennoch ebenfalls nanomolare Affinitäten zu RIIalpha. Rack1 ist ein etabliertes Gerüstprotein mit einer propellerartigen beta-Faltblattstruktur, für das bereits über 100 verschiedene Interaktionspartner beschrieben werden konnten. Die Integration von Rack1 in unterschiedliche Signalprozesse ist äußerst vielfältig. Um dabei die Spezifität jeder einzelnen Interaktion zu gewährleisten, sind individuelle Bindungsstrategien nötig. Die niedrigaffine Interaktion zur RIbeta-Untereinheit von PKA wird daher über multiple Bindestellen vermittelt. Die DD-Domäne von RIbeta übernimmt dabei eine spezifische Funktion, wie unter anderem durch Kompetitionsanalysen mit dem RI-spezifischen AKAP-Disruptor-Peptid RIAD gezeigt werden konnte. Die einzigartige Struktur der DD-Domäne generiert zudem ein Bindemotiv für Rack1, das Ähnlichkeiten mit der „Rack1 interacting-Domäne“ (RAID) von PDE4D5 aufweist. Sowohl Neurochondrin als auch Rack1 besitzen essenzielle neuronale Funktionen. Daher erweitert die Identifizierung der beiden neuen nicht-kanonischen AKAPs nicht nur die strukturelle Diversität der AKAP-Familie, sondern trägt zudem zum Verständnis der neuronalen Signalintegration von PKA bei.
Resumo:
Web services from different partners can be combined to applications that realize a more complex business goal. Such applications built as Web service compositions define how interactions between Web services take place in order to implement the business logic. Web service compositions not only have to provide the desired functionality but also have to comply with certain Quality of Service (QoS) levels. Maximizing the users' satisfaction, also reflected as Quality of Experience (QoE), is a primary goal to be achieved in a Service-Oriented Architecture (SOA). Unfortunately, in a dynamic environment like SOA unforeseen situations might appear like services not being available or not responding in the desired time frame. In such situations, appropriate actions need to be triggered in order to avoid the violation of QoS and QoE constraints. In this thesis, proper solutions are developed to manage Web services and Web service compositions with regard to QoS and QoE requirements. The Business Process Rules Language (BPRules) was developed to manage Web service compositions when undesired QoS or QoE values are detected. BPRules provides a rich set of management actions that may be triggered for controlling the service composition and for improving its quality behavior. Regarding the quality properties, BPRules allows to distinguish between the QoS values as they are promised by the service providers, QoE values that were assigned by end-users, the monitored QoS as measured by our BPR framework, and the predicted QoS and QoE values. BPRules facilitates the specification of certain user groups characterized by different context properties and allows triggering a personalized, context-aware service selection tailored for the specified user groups. In a service market where a multitude of services with the same functionality and different quality values are available, the right services need to be selected for realizing the service composition. We developed new and efficient heuristic algorithms that are applied to choose high quality services for the composition. BPRules offers the possibility to integrate multiple service selection algorithms. The selection algorithms are applicable also for non-linear objective functions and constraints. The BPR framework includes new approaches for context-aware service selection and quality property predictions. We consider the location information of users and services as context dimension for the prediction of response time and throughput. The BPR framework combines all new features and contributions to a comprehensive management solution. Furthermore, it facilitates flexible monitoring of QoS properties without having to modify the description of the service composition. We show how the different modules of the BPR framework work together in order to execute the management rules. We evaluate how our selection algorithms outperform a genetic algorithm from related research. The evaluation reveals how context data can be used for a personalized prediction of response time and throughput.
Resumo:
This paper describes a system for the computer understanding of English. The system answers questions, executes commands, and accepts information in normal English dialog. It uses semantic information and context to understand discourse and to disambiguate sentences. It combines a complete syntactic analysis of each sentence with a "heuristic understander" which uses different kinds of information about a sentence, other parts of the discourse, and general information about the world in deciding what the sentence means. It is based on the belief that a computer cannot deal reasonably with language unless it can "understand" the subject it is discussing. The program is given a detailed model of the knowledge needed by a simple robot having only a hand and an eye. We can give it instructions to manipulate toy objects, interrogate it about the scene, and give it information it will use in deduction. In addition to knowing the properties of toy objects, the program has a simple model of its own mentality. It can remember and discuss its plans and actions as well as carry them out. It enters into a dialog with a person, responding to English sentences with actions and English replies, and asking for clarification when its heuristic programs cannot understand a sentence through use of context and physical knowledge.