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Optimization and decision science : methodologies and applications : ODS, Sorrento, Italy, September 4-7, 2017
Loại tài liệu: Book
Mã tài liệu: 96865
Mã ngôn ngữ: en
Thông tin xuất bản: Springer
Tình trạng vật lý: 607 p.
Từ khóa: Mathematical optimization ; Decision making
Danh mục: Sách, Toán & Thống kê, Xác suất và Toán ứng dụng
Môn học: (02-TDHKT-TLTK) Tài liệu tham khảo, (06-KQTKD-TLTK) Tài liệu tham khảo, (07-TDHKHTN-TLTK) Tài liệu tham khảo, (10-TDHCN-TLTK) Tài liệu tham khảo, (11-KQT-TLTK) Tài liệu tham khảo
Năm xuất bản: 2017
Số sách còn lại: Không giới hạn
Thời gian mượn: Bạn chưa đăng nhập.
Tóm tắt theo nội dung: This proceedings volume highlights the state-of-the-art knowledge related to optimization, decisions science and problem solving methods, as well as their application in industrial and territorial systems. It includes contributions tackling these themes using models and methods based on continuous and discrete optimization, network optimization, simulation and system dynamics, heuristics, metaheuristics, artificial intelligence, analytics, and also multiple-criteria decision making. The number and the increasing size of the problems arising in real life require mathematical models and solution methods adequate to their complexity. There has also been increasing research interest in Big Data and related challenges. These challenges can be recognized in many fields and systems which have a significant impact on our way of living: design, management and control of industrial production of goods and services; transportation planning and traffic management in urban and regional areas; energy production and exploitation; natural resources and environment protection; homeland security and critical infrastructure protection; development of advanced information and communication technologies. The chapters in this book examine how to deal with new and emerging practical problems arising in these different fields through the presented methodologies and their applications. The chapter topics are applicable for researchers and practitioners working in these areas, but also for the operations research community. The contributions were presented during the international conference "Optimization and Decision Science" (ODS2017), held at Hilton Sorrento Palace Conference Center, Sorrento, Italy, September 4 - 7, 2017. ODS 2017, was organized by AIRO, Italian Operations Research Society, in cooperation with DIETI (Department of Electrical Engineering and Information Technology) of University "Federico II" of Naples.
Tóm tắt theo mục lục: ""Preface""; ""Organization""; ""Conference Chairs""; ""Contents""; ""Part I Invited Lectures""; ""Robust Network Control and Disjunctive Programming""; ""1 Motivation""; ""1.1 Formulation""; ""1.2 NP-Hardness of General Problem""; ""2 Batteries and Renewables in Power Grids""; ""2.1 Uncertainty Modeling""; ""2.2 Battery Modeling""; ""3 A Numerical Experiment""; ""References""; ""Data Science Meets Optimization""; ""1 Introduction""; ""2 Data Science for Optimisation""; ""2.1 DFO Example: Using Data Science in Algorithm Construction""
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