Simone garatti (16 Ergebnisse)
Sprache: Englisch
Verlag: SIAM - Society for Industrial and Applied Mathematics, 2018
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Sprache: Englisch
Verlag: Society for Industrial and Applied Mathematics,U.S., US, 2019
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Paperback. Zustand: New. This book is about making decisions driven by experience. In this context, a scenario is an observation that comes from the environment, and scenario optimization refers to optimizing decisions over a set of available scenarios. Scenario optimization can be applied across a variety of fields, including m…achine learning, quantitative finance, control, and identification.The scenario approach has been given a solid mathematical foundation in recent years, addressing fundamental questions such as: How should experience be incorporated in the decision process to optimize the result? How well will the decision perform in a new case that has not been seen before in the scenario sample? And how robust will results be when using this approach?This concise, practical book provides readers with an easy access point to make the scenario approach understandable to nonexperts, and offers an overview of various decision frameworks in which the method can be used. It contains numerous examples and diverse applications from a broad range of domains, including systems theory, control, biomedical engineering, economics, and finance. Practitioners can find ""easy-to-use recipes,"" while theoreticians will benefit from a rigorous treatment of the theoretical foundations of the method, making it an excellent starting point for scientists interested in doing research in this field. Introduction to the Scenario Approach will appeal to scientists working in optimization, practitioners working in myriad fields involving decision-making, and anyone interested in data-driven decision-making.
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Sprache: Englisch
Verlag: Society For Industrial & Applied Mathematics,U.S., 2018
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Sprache: Englisch
Verlag: Springer Nature Switzerland, Springer International Publishing, 2025
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This open access book presents outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Italy. Information technology has always been highly interdiscipli…nary, as many aspects have to be considered in IT systems.The doctoral studies program in IT at Politecnico di Milano emphasizes this interdisciplinary nature, which is becoming more and more important in recent technological advances, in collaborative projects, and in the education of young researchers.Accordingly, the focus of advanced research is on pursuing a rigorous approach to specific research topics starting from a broad background in various areas of Information Technology, especially computer science and engineering, electronics, systems and control, and telecommunications.Each year, more than 50 Ph.Ds. graduate from the program. This book gathers the outcomes of the best theses defended in 2023-24 and selected for the IT Ph.D. award. Each of the authors provides a chapter summarizing his/her findings, including an introduction, description of methods, main achievements, and future work on the topic. Hence, the book provides a cutting-edge overview of the latest research trends in information technology at Politecnico di Milano, presented in an easy-to-read format that will also appeal to non-specialists.
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Taschenbuch. Zustand: Neu. Special Topics in Information Technology | Simone Garatti | Taschenbuch | viii | Englisch | 2025 | Springer Nature Switzerland | EAN 9783031802676 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Sprache: Englisch
Verlag: Society for Industrial and Applied Mathematics,U.S., US, 2019
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Paperback. Zustand: New. This book is about making decisions driven by experience. In this context, a scenario is an observation that comes from the environment, and scenario optimization refers to optimizing decisions over a set of available scenarios. Scenario optimization can be applied across a variety of fields, including m…achine learning, quantitative finance, control, and identification.The scenario approach has been given a solid mathematical foundation in recent years, addressing fundamental questions such as: How should experience be incorporated in the decision process to optimize the result? How well will the decision perform in a new case that has not been seen before in the scenario sample? And how robust will results be when using this approach?This concise, practical book provides readers with an easy access point to make the scenario approach understandable to nonexperts, and offers an overview of various decision frameworks in which the method can be used. It contains numerous examples and diverse applications from a broad range of domains, including systems theory, control, biomedical engineering, economics, and finance. Practitioners can find ""easy-to-use recipes,"" while theoreticians will benefit from a rigorous treatment of the theoretical foundations of the method, making it an excellent starting point for scientists interested in doing research in this field. Introduction to the Scenario Approach will appeal to scientists working in optimization, practitioners working in myriad fields involving decision-making, and anyone interested in data-driven decision-making.
Sprache: Englisch
Verlag: SIAM - Society for Industrial and Applied Mathemat, 2018
- Softcover
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Sprache: Englisch
Verlag: Springer, Berlin, Springer Nature Switzerland, Politecnico Di Milano, Springer, 2025
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This open access book presents outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Italy. Information technology has always been high…ly interdisciplinary, as many aspects have to be considered in IT systems.The doctoral studies program in IT at Politecnico di Milano emphasizes this interdisciplinary nature, which is becoming more and more important in recent technological advances, in collaborative projects, and in the education of young researchers.Accordingly, the focus of advanced research is on pursuing a rigorous approach to specific research topics starting from a broad background in various areas of Information Technology, especially computer science and engineering, electronics, systems and control, and telecommunications.Each year, more than 50 Ph.Ds. graduate from the program. This book gathers the outcomes of the best theses defended in 2023-24 and selected for the IT Ph.D. award. Each of the authors provides a chapter summarizing his/her findings, including an introduction, description of methods, main achievements, and future work on the topic. Hence, the book provides a cutting-edge overview of the latest research trends in information technology at Politecnico di Milano, presented in an easy-to-read format that will also appeal to non-specialists. 130 pp. Englisch.
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Sprache: Englisch
Verlag: Springer Nature Switzerland, Springer Nature Switzerland Mär 2025, 2025
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This open access book presents outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Italy. Information technology has always been highly i…nterdisciplinary, as many aspects have to be considered in IT systems.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 140 pp. Englisch.







