TY - JOUR A1 - Schlosser, Rainer T1 - Risk-sensitive control of Markov decision processes BT - a moment-based approach with target distributions JF - Computers & operations research : and their applications to problems of world concern N2 - In many revenue management applications risk-averse decision-making is crucial. In dynamic settings, however, it is challenging to find the right balance between maximizing expected rewards and minimizing various kinds of risk. In existing approaches utility functions, chance constraints, or (conditional) value at risk considerations are used to influence the distribution of rewards in a preferred way. Nevertheless, common techniques are not flexible enough and typically numerically complex. In our model, we exploit the fact that a distribution is characterized by its mean and higher moments. We present a multi-valued dynamic programming heuristic to compute risk-sensitive feedback policies that are able to directly control the moments of future rewards. Our approach is based on recursive formulations of higher moments and does not require an extension of the state space. Finally, we propose a self-tuning algorithm, which allows to identify feedback policies that approximate predetermined (risk-sensitive) target distributions. We illustrate the effectiveness and the flexibility of our approach for different dynamic pricing scenarios. (C) 2020 Elsevier Ltd. All rights reserved. KW - risk aversion KW - Markov decision process KW - dynamic programming KW - dynamic KW - pricing KW - heuristics Y1 - 2020 U6 - https://doi.org/10.1016/j.cor.2020.104997 SN - 0305-0548 VL - 123 PB - Elsevier CY - Oxford ER - TY - JOUR A1 - Schlosser, Rainer T1 - Scalable relaxation techniques to solve stochastic dynamic multi-product pricing problems with substitution effects JF - Journal of revenue and pricing management N2 - In many businesses, firms are selling different types of products, which share mutual substitution effects in demand. To compute effective pricing strategies is challenging as the sales probabilities of each of a firm's products can also be affected by the prices of potential substitutes. In this paper, we analyze stochastic dynamic multi-product pricing models for the sale of perishable goods. To circumvent the limitations of time-consuming optimal solutions for highly complex models, we propose different relaxation techniques, which allow to reduce the size of critical model components, such as the state space, the action space, or the set of potential sales events. Our heuristics are able to decrease the size of those components by forming corresponding clusters and using subsets of representative elements. Using numerical examples, we verify that our heuristics make it possible to dramatically reduce the computation time while still obtaining close-to-optimal expected profits. Further, we show that our heuristics are (i) flexible, (ii) scalable, and (iii) can be arbitrarily combined in a mutually supportive way. KW - multi-product pricing KW - substitution effects KW - data-driven demand KW - dynamic KW - programming KW - heuristics Y1 - 2020 U6 - https://doi.org/10.1057/s41272-020-00249-z SN - 1476-6930 SN - 1477-657X VL - 20 IS - 1 SP - 54 EP - 65 PB - Palgrave Macmillan CY - Basingstoke ER - TY - THES A1 - Schmider, Stephan T1 - Was ist HipHop? T1 - What is hip-hop? BT - Diskurse, Praktiken und genuine Eigenschaften eines Kulturphänomens BT - discourses, practices and genuine characteristics of a cultural phenomenon N2 - Es handelt sich bei der vorliegenden Dissertation um eine investigative Forschungsarbeit, die sich mit dem dynamisch wandelnden HipHop-Phänomen befasst. Der Autor erläutert hierbei die anhaltende Attraktivität des kulturellen Phänomens HipHop und versucht die Tatsache der stetigen Reproduzierbarkeit des HipHops genauer zu erklären. Daher beginnt er mit einer historischen Diskursanalyse der HipHop-Kultur. Er analysiert hierfür die Formen, die Protagonisten und die Diskurse des HipHops, um diesen besser verstehen zu können. Durch die Herausarbeitung der genuinen Eigenschaft der Mehrfachkodierbarkeit des HipHops werden gängige Erklärungsmuster aus Wissenschaft und Medien relativiert und kritisiert. Der Autor kombiniert in seiner Studie kultur- und erziehungswissenschaftliche Literatur mit diversen aktuellen und historischen Darstellungen und Bildern. Es werden vor allem bildbasierte Selbstinszenierungen von HipHoppern und Selbstzeugnisse aus narrativen Interviews, die er selbst mit verschiedenen HipHoppern in Deutschland geführt hat, ausgewertet. Neben den narrativen Interviews dient vor allem die Bildinterpretation nach Bohnsack als Quelle zur Bildung der These der Mehrfachkodierbarkeit. Hierbei werden zwei Bilder der HipHopper Lady Bitch Ray und Kollegah nach Bohnsack (2014) interpretiert und gezeigt wie HipHop neben der lyrischen und der klanglichen Komponente auch visuell inszeniert und produziert wird. Hieraus wird geschlussfolgert, dass es im HipHop möglich ist konträre Sichtweisen bei gleichzeitiger Anwendung von typischen Kulturpraktiken wie zum Beispiel dem Boasting darzustellen und zu vermitteln. Die stetige Offenheit des HipHops wird durch Praktiken wie dem Sampling oder dem Battle deutlich und der Autor erklärt, dass durch diese Techniken die generative Eigenschaft der Mehrfachkodierbarkeit hergestellt wird. Damit vertritt er eine Art Baukasten-Theorie, die besagt, dass sich prinzipiell jeder aus dem Baukasten HipHop, je nach Vorliebe, Interesse und Affinität, bedienen kann. Durch die Vielfalt an Meinungen zu HipHop, die der Autor durch die Kodierung der geführten narrativen Interviews erhält, wird diese These verdeutlicht und es wird klar, dass es sich bei HipHop um mehr als nur eine Mode handelt. HipHop besitzt die prinzipielle Möglichkeit durch die Offenheit, die er in sich trägt, sich stetig neu zu wandeln und damit an Beliebtheit und Popularität zuzunehmen. Die vorliegende Arbeit erweitert damit die immer größer werdende Forschung in den HipHop-Studies und setzt wichtige Akzente um weiter zu forschen und HipHop besser verständlich zu machen. N2 - The described dissertation is an investigative research paper, covering the dynamic and ever-changing phenomena of hip-hop. The author will explain the continued attraction drawn by the hip-hop culture and will attempt to explain its’ reproduceable impact in more detail. To achieve this, he starts with a historic discourse analysis of the hip-hop culture. In order to give a greater understanding of the subject he analyses the different forms, protagonists as well as the dialogue of hip-hop. The author will show that hip-hop has multi-layered characteristics and through elaboration using scientific tools and media sources he will further qualify and criticize the subject. The research combines cultural and educational science literature with different time-relevant and historic presentations alongside graphic images. Especially self-staged photos of rap artists and personal testimonials from interviews, which the author personally conducted, with a variety of artists throughout Germany, will be analysed. Besides the accounts reflected in the interviews a large emphasis has been focused on imagery interpretation in line with Bohnsack, which will serve as the source to the multi-layering thesis. In this connection two images of artists Lady Bitch Ray and Kollegah are interpreted according to Bohnsack (2014), to show that hip-hop does not only have a lyrical and musical component to it but is also visually staged and produced. This research work will conclude that it is possible in hip-hop culture to present contrasting viewpoints through the use of cultural traditions, such as ‘boasting’. The ongoing open-mindedness of hip-hop will become clear through the analysis of ‘sampling’ and the ‘rap battle’, the author will proof how such traditional techniques create multi-layered hip-hop characteristics. With this conclusion he supports a type of modular theory, stating that principally anybody can take advantage of what hip-hop as to offer, regardless of their preferences, interests, or affections. Through the diversity of opinions in hip-hop culture, which the author is presented with through the interpretation of the interviews, his proposition becomes clear and he is able to conclude that the phenomenon of hip-hop is more than just a temporary fad. Hip-hop has the fundamental potential to continuously change, and through its open-mindedness manages to keep increasing its’ popularity and demand over time. This research paper builds on the continuous interest into the research of hip-hop culture and asks important questions, which validates further research into the topic and aims to make hip-hop more accessible. KW - HipHop KW - Kultur KW - Kulturwissenschaft KW - Gangsta-Rap KW - Authentizität KW - Kollegah KW - Lady Bitch Ray KW - Struggle KW - Battle KW - Rap KW - Musik KW - Jugendkultur KW - Sampling KW - Beat KW - Politik KW - Migrantenkultur KW - HipHop KW - cultural studies KW - Rap KW - Music KW - Sample KW - Track KW - Battle KW - Lady Bitch Ray KW - Kollegah KW - dynamic KW - discourse KW - diversity KW - multi-layered Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-523759 ER - TY - JOUR A1 - Intziegianni, Konstantina A1 - Cassel, Michael A1 - Rauf, S. A1 - White, S. A1 - Rector, Michael V. A1 - Kaplick, Hannes A1 - Wahmkow, Gunnar A1 - Kratzenstein, S. A1 - Mayer, Frank T1 - Influence of Age and Pathology on Achilles Tendon Properties During a Single-leg Jump JF - International journal of sports medicine N2 - Prevalence of Achilles tendinopathy increases with age leading to a weaker tendon with predisposition to rupture. Conclusive evidence of the influence of age and pathology on Achilles tendon (AT) properties remains limited, as previous studies are based on standardized isometric conditions. The study investigates the influence of age and pathology on AT properties during single-leg vertical jump (SLVJ). 10 children (C), 10 asymptomatic adults (A), and 10 tendinopathic patients (T) were included. AT elongation [mm] from rest to maximal displacement during a SLVJ on a force-plate was sonographically assessed. AT compliance [mm/N]) and strain [%] was calculated by dividing elongation by peak ground reaction force [N] and length, respectively. One-way ANOVA followed by Bonferroni post-hoc correction (=0.05) were used to compare C with A and A with T. AT elongation (p=0.004), compliance (p=0.001), and strain were found to be statistically significant higher in C (27 +/- 3mm, 0.026 +/- 0.006[mm/N], 13 +/- 2%) compared to A (21 +/- 4mm, 0.017 +/- 0.005[mm/N], 10 +/- 2%). No statistically significant differences (p0.05) was found between A and T (25 +/- 5mm, 0.019 +/- 0.004[mm/N], 12 +/- 3%). During SLVJ, tendon responded differently in regards to age and pathology with children having the most compliant AT. Higher compliance found in healthy tendons might be considered as a protective factor against load-related injuries. KW - children KW - tendinopathy KW - compliance KW - dynamic KW - ultrasonography Y1 - 2016 U6 - https://doi.org/10.1055/s-0042-108198 SN - 0172-4622 SN - 1439-3964 VL - 37 SP - 973 EP - 978 PB - Thieme CY - Stuttgart ER - TY - THES A1 - Dramlitsch, Thomas T1 - Distributed computations in a dynamic, heterogeneous Grid environment N2 - Die immer dichtere und schnellere Vernetzung von Rechnern und Rechenzentren über Hochgeschwindigkeitsnetzwerke ermöglicht eine neue Art des wissenschaftlich verteilten Rechnens, bei der geographisch weit auseinanderliegende Rechenkapazitäten zu einer Gesamtheit zusammengefasst werden können. Dieser so entstehende virtuelle Superrechner, der selbst aus mehreren Grossrechnern besteht, kann dazu genutzt werden Probleme zu berechnen, für die die einzelnen Grossrechner zu klein sind. Die Probleme, die numerisch mit heutigen Rechenkapazitäten nicht lösbar sind, erstrecken sich durch sämtliche Gebiete der heutigen Wissenschaft, angefangen von Astrophysik, Molekülphysik, Bioinformatik, Meteorologie, bis hin zur Zahlentheorie und Fluiddynamik um nur einige Gebiete zu nennen. Je nach Art der Problemstellung und des Lösungsverfahrens gestalten sich solche "Meta-Berechnungen" mehr oder weniger schwierig. Allgemein kann man sagen, dass solche Berechnungen um so schwerer und auch um so uneffizienter werden, je mehr Kommunikation zwischen den einzelnen Prozessen (oder Prozessoren) herrscht. Dies ist dadurch begründet, dass die Bandbreiten bzw. Latenzzeiten zwischen zwei Prozessoren auf demselben Grossrechner oder Cluster um zwei bis vier Grössenordnungen höher bzw. niedriger liegen als zwischen Prozessoren, welche hunderte von Kilometern entfernt liegen. Dennoch bricht nunmehr eine Zeit an, in der es möglich ist Berechnungen auf solch virtuellen Supercomputern auch mit kommunikationsintensiven Programmen durchzuführen. Eine grosse Klasse von kommunikations- und berechnungsintensiven Programmen ist diejenige, die die Lösung von Differentialgleichungen mithilfe von finiten Differenzen zum Inhalt hat. Gerade diese Klasse von Programmen und deren Betrieb in einem virtuellen Superrechner wird in dieser vorliegenden Dissertation behandelt. Methoden zur effizienteren Durchführung von solch verteilten Berechnungen werden entwickelt, analysiert und implementiert. Der Schwerpunkt liegt darin vorhandene, klassische Parallelisierungsalgorithmen zu analysieren und so zu erweitern, dass sie vorhandene Informationen (z.B. verfügbar durch das Globus Toolkit) über Maschinen und Netzwerke zur effizienteren Parallelisierung nutzen. Soweit wir wissen werden solche Zusatzinformationen kaum in relevanten Programmen genutzt, da der Grossteil aller Parallelisierungsalgorithmen implizit für die Ausführung auf Grossrechnern oder Clustern entwickelt wurde. N2 - In order to face the rapidly increasing need for computational resources of various scientific and engineering applications one has to think of new ways to make more efficient use of the worlds current computational resources. In this respect, the growing speed of wide area networks made a new kind of distributed computing possible: Metacomputing or (distributed) Grid computing. This is a rather new and uncharted field in computational science. The rapidly increasing speed of networks even outperforms the average increase of processor speed: Processor speeds double on average each 18 month whereas network bandwidths double every 9 months. Due to this development of local and wide area networks Grid computing will certainly play a key role in the future of parallel computing. This type of distributed computing, however, distinguishes from the traditional parallel computing in many ways since it has to deal with many problems not occurring in classical parallel computing. Those problems are for example heterogeneity, authentication and slow networks to mention only a few. Some of those problems, e.g. the allocation of distributed resources along with the providing of information about these resources to the application have been already attacked by the Globus software. Unfortunately, as far as we know, hardly any application or middle-ware software takes advantage of this information, since most parallelizing algorithms for finite differencing codes are implicitly designed for single supercomputer or cluster execution. We show that although it is possible to apply classical parallelizing algorithms in a Grid environment, in most cases the observed efficiency of the executed code is very poor. In this work we are closing this gap. In our thesis, we will - show that an execution of classical parallel codes in Grid environments is possible but very slow - analyze this situation of bad performance, nail down bottlenecks in communication, remove unnecessary overhead and other reasons for low performance - develop new and advanced algorithms for parallelisation that are aware of a Grid environment in order to generelize the traditional parallelization schemes - implement and test these new methods, replace and compare with the classical ones - introduce dynamic strategies that automatically adapt the running code to the nature of the underlying Grid environment. The higher the performance one can achieve for a single application by manual tuning for a Grid environment, the lower the chance that those changes are widely applicable to other programs. In our analysis as well as in our implementation we tried to keep the balance between high performance and generality. None of our changes directly affect code on the application level which makes our algorithms applicable to a whole class of real world applications. The implementation of our work is done within the Cactus framework using the Globus toolkit, since we think that these are the most reliable and advanced programming frameworks for supporting computations in Grid environments. On the other hand, however, we tried to be as general as possible, i.e. all methods and algorithms discussed in this thesis are independent of Cactus or Globus. KW - Paralleles Rechnen KW - Verteiltes Rechnen KW - Cactus KW - Globus KW - dynamisch KW - adaptiv KW - Grid Computing KW - Distributed Computing KW - Cactus KW - Globus KW - dynamic KW - adaptive Y1 - 2002 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-0000759 ER -