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Analytics for the Sharing Economy: Mathematics, Engineering and Business Perspectives
The book provides an encompassing overview of all aspects relating to the sharing economy paradigm in different fields of study, and shows the ongoing research efforts in filling previously identified gaps in understanding in this area. Control and optimization analytics for the sharing economy explores bespoke analytics, tools, and business models that can be used to help design collaborative consumption services (the shared economy). It provides case studies of collaborative consumption in the areas of energy and mobility. The contributors review successful examples of sharing systems, and explore the theory for designing effective and stable shared-economy models. They discuss recent inno...
Facets of Combinatorial Optimization
Martin Grötschel is one of the most influential mathematicians of our time. He has received numerous honors and holds a number of key positions in the international mathematical community. He celebrated his 65th birthday on September 10, 2013. Martin Grötschel’s doctoral descendant tree 1983–2012, i.e., the first 30 years, features 39 children, 74 grandchildren, 24 great-grandchildren and 2 great-great-grandchildren, a total of 139 doctoral descendants. This book starts with a personal tribute to Martin Grötschel by the editors (Part I), a contribution by his very special “predecessor” Manfred Padberg on “Facets and Rank of Integer Polyhedra” (Part II), and the doctoral descen...
Sparse Polynomial Optimization: Theory And Practice
Many applications, including computer vision, computer arithmetic, deep learning, entanglement in quantum information, graph theory and energy networks, can be successfully tackled within the framework of polynomial optimization, an emerging field with growing research efforts in the last two decades. One key advantage of these techniques is their ability to model a wide range of problems using optimization formulations. Polynomial optimization heavily relies on the moment-sums of squares (moment-SOS) approach proposed by Lasserre, which provides certificates for positive polynomials. On the practical side, however, there is 'no free lunch' and such optimization methods usually encompass sev...
Integer Programming and Combinatorial Optimization
This book constitutes the proceedings of the 15th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2011, held in New York, USA in June 2011. The 33 papers presented were carefully reviewed and selected from 110 submissions. The conference is a forum for researchers and practitioners working on various aspects of integer programming and combinatorial optimization with the aim to present recent developments in theory, computation, and applications. The scope of IPCO is viewed in a broad sense, to include algorithmic and structural results in integer programming and combinatorial optimization as well as revealing computational studies and novel applications of discrete optimization to practical problems.
Model-Based Reinforcement Learning
Model-Based Reinforcement Learning Explore a comprehensive and practical approach to reinforcement learning Reinforcement learning is an essential paradigm of machine learning, wherein an intelligent agent performs actions that ensure optimal behavior from devices. While this paradigm of machine learning has gained tremendous success and popularity in recent years, previous scholarship has focused either on theory—optimal control and dynamic programming – or on algorithms—most of which are simulation-based. Model-Based Reinforcement Learning provides a model-based framework to bridge these two aspects, thereby creating a holistic treatment of the topic of model-based online learning co...
PANDUAN LENGKAP KLASIFIKASI DOKUMEN ARSIP PROGRAM STUDI MENGUNAKAN SUPPORT VECTOR MACHINE
PANDUAN LENGKAP KLASIFIKASI DOKUMEN ARSIP PROGRAM STUDI MENGUNAKAN SUPPORT VECTOR MACHINE
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Analytics for the Sharing Economy
The book provides an encompassing overview of all aspects relating to the sharing economy paradigm in different fields of study, and shows the ongoing research efforts in filling previously identified gaps in understanding in this area. Control and optimization analytics for the sharing economy explores bespoke analytics, tools, and business models that can be used to help design collaborative consumption services (the shared economy). It provides case studies of collaborative consumption in the areas of energy and mobility. The contributors review successful examples of sharing systems, and explore the theory for designing effective and stable shared-economy models. They discuss recent inno...
Sharing Economy in der Logistik
Sharing-Economy-Netzwerke sind spezielle Managementobjekte, deren Komplexität eine eingehende Untersuchung ihrer Funktionsweise und Grundprobleme erfordert. Maximilian Lukesch entwickelt für das Beispiel eines Online-Mitfahrdiensts ein umfangreiches Managementkonzept, das die Steuerung seiner „eigenwilligen“ Nutzer in den Mittelpunkt rückt. Als Analysewerkzeug dienen Austausch- und Netzwerktheorie: Sie decken die Vorgänge in der einzelnen Fahrgemeinschaftsbeziehung und im Mitfahrnetzwerk als Gesamtes auf. Dieses Verständnis erlaubt es, Handlungsanweisungen zur Erleichterung der Partnerfindung, der Sicherstellung beidseitiger Zufriedenheit und der Bekämpfung von Schattennetzwerken abzuleiten. Es zeigt sich, dass sich die Ergebnisse in breiter Weise auch auf andere Sharing-Netzwerke anwenden lassen. Der Autor:Dr. Maximilian Lukesch, MBA, ist wissenschaftlicher Mitarbeiter am Lehrstuhl für Betriebswirtschaftslehre, insb. Controlling und Logistik, an der Universität Regensburg. Er lehrt Logistik, Produktion und Supply Chain Management. In seiner Forschung widmet er sich dem Management logistischer Netzwerke im Rahmen der Sharing Economy.
