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Optimization in Artificial Intelligence and Data Sciences
This book is addressed to researchers in operations research, data science and artificial intelligence. It collects selected contributions from the first hybrid “Optimization and Decision Science - ODS2021” international conference on the theme Optimization and Artificial Intelligence and Data Sciences, which was held in Rome 14-17 September 2021 and organized by AIRO, the Italian Operations Research Society and the Department of Statistical Sciences of Sapienza University of Rome. The book offers new and original contributions on different methodological optimization topics, from Support Vector Machines to Game Theory Network Models, from Mathematical Programming to Heuristic Algorithms...
Equilibrium Problems: Nonsmooth Optimization and Variational Inequality Models
The aim of the book is to cover the three fundamental aspects of research in equilibrium problems: the statement problem and its formulation using mainly variational methods, its theoretical solution by means of classical and new variational tools, the calculus of solutions and applications in concrete cases. The book shows how many equilibrium problems follow a general law (the so-called user equilibrium condition). Such law allows us to express the problem in terms of variational inequalities. Variational inequalities provide a powerful methodology, by which existence and calculation of the solution can be obtained.
Dynamics of Disasters
Based on the “Sixth International Conference on Dynamics of Disasters” (Piraeus, Greece, July 2023), this volume includes contributions from experts who share their latest discoveries on disasters either caused by natural phenomena or human activities. Authors provide overviews of the tactical points involved in disaster relief, outlines of hurdles from mitigation and preparedness to response and recovery and uses for mathematical models to describe disasters and their impacts. This volume includes additional invited manuscripts from other experts and leaders in the field. Topics covered include economics, optimization, machine learning, government, management, business, humanities, engineering, medicine, mathematics, computer science, behavioral studies, emergency services, and environmental studies and will engage readers from a wide variety of fields and backgrounds.
Optimization and Decision Science
This book collects selected contributions from the international conference “Optimization and Decision Science” (ODS2020), which was held online on November 19, 2020, and organized by AIRO, the Italian Operations Research Society. The book offers new and original contributions on optimization, decisions science and prescriptive analytics from both a methodological and applied perspective, using models and methods based on continuous and discrete optimization, graph theory and network optimization, analytics, multiple criteria decision making, heuristics, metaheuristics, and exact methods. In addition to more theoretical contributions, the book chapters describe models and methods for add...
Global Optimization, Computation, Approximation And Applications
This unique volume focuses on results devoted to active current research in mathematical analysis with emphasis to optimization and applications. Effort is made for the featured book chapters to have an interdisciplinary approach to the problems treated.Topics in this book include a wavelet fuzzy optimization model, an optimization model for supply chain networks, nonlinear optimization problems, circuit chains describing a random walk, etc, to name a few.The valuable reference text benefits professionals, academics, graduate students and advanced research scientists in theoretical computer science, computer maths, and general applied maths.
Variational Analysis and Set Optimization
This book contains the latest advances in variational analysis and set / vector optimization, including uncertain optimization, optimal control and bilevel optimization. Recent developments concerning scalarization techniques, necessary and sufficient optimality conditions and duality statements are given. New numerical methods for efficiently solving set optimization problems are provided. Moreover, applications in economics, finance and risk theory are discussed. Summary The objective of this book is to present advances in different areas of variational analysis and set optimization, especially uncertain optimization, optimal control and bilevel optimization. Uncertain optimization problem...
Supernetworks
The advent of the Information Age has transformed the ways in which individuals work, travel, and conduct their daily activity. Anna Nagurney and June Dong lay out the theory of supernetworks, networks that exist over and above existing electronic networks, in order to formalize decision-making in the Information Age. Supernetworks are conceptual in scope, graphical in perspective, and, with the accompanying theory, predictive in nature. In this book, the authors provide a unifying framework for the study of decision-making by a variety of economic agents including consumers and producers as well as distinct intermediaries in the context of today's networked economy. They provide the concept...
Mathematical Reviews
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