Dynamic programming is used in almost every subfield of economics and operations research. This book studies dynamic programming and its applications in economics, finance and adjacent fields. It brings together recent innovations in the theory of...Loe edasi...
(Ilmumisaeg: 31-Jul-2025, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009540797)
Dynamic programming is used in almost every subfield of economics and operations research. This book studies dynamic programming and its applications in economics, finance and adjacent fields. It brings together recent innovations in the theory of...Loe edasi...
(Ilmumisaeg: 31-Jul-2025, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611978292)
Explore the foundations of linear optimization as theory seamlessly merges with algorithms and practical applications. Covering continuous and discrete challenges, the material unfolds through examples from network flows, graph coloring, resource al...Loe edasi...
(Ilmumisaeg: 01-Jun-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031850950)
This book delves into the intricate world of interval programming, offering a comprehensive exploration of mathematical programming problems characterized by interval data. Interval data, often arising from uncertainties like measurement errors or...Loe edasi...
Wim Stefanus van Ackooij, Welington Luis de Oliveira
Sari: International Series in Operations Research & Management Science
(Ilmumisaeg: 06-May-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031848360)
This book presents a comprehensive series of methods in nonsmooth optimization, with a particular focus on their application in stochastic programming and dedicated algorithms for decision-making under uncertainty. Each method is accompanied by ri...Loe edasi...
(Ilmumisaeg: 30-Nov-2024, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611978087)
Optimal transport has evolved from solving mortar-moving puzzles to addressing challenges in fluid dynamics, many-electron physics and AI. It builds theory from scratch on finite state spaces with intuitive examples, while covering modern topics inc...Loe edasi...
(Ilmumisaeg: 11-Sep-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031640865)
This first comprehensive book on models behind Generative AI has been thoroughly revised to cover all major classes of deep generative models: mixture models, Probabilistic Circuits, Autoregressive Models, Flow-based Models, Latent Variable Models...Loe edasi...
Symbolic regression (SR) is one of the most powerful machine learning techniques that produces transparent models, searching the space of mathematical expressions for a model that represents the relationship between the predictors and the...Loe edasi...
This new volume provides the information needed to understand the simplex method, the revised simplex method, dual simplex method, and more for solving linear programming problems.Following a logical order, the book first gives a mathematical...Loe edasi...
(Ilmumisaeg: 30-Jun-2024, Hardback, Kirjastus: American Mathematical Society, ISBN-13: 9781470474317)
A comprehensive and user-friendly exploration of the tremendous recent developments that reveal the connections between real algebraic geometry and optimization, two subjects that were usually taught separately until the beginning of the 21st century...Loe edasi...
A comprehensive and user-friendly exploration of the tremendous recent developments that reveal the connections between real algebraic geometry and optimization, two subjects that were usually taught separately until the beginning of the 21st century...Loe edasi...
(Ilmumisaeg: 19-Jun-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031500886)
This monograph explores key principles in the modern theory of dynamic optimization, incorporating important advances in the field to provide a comprehensive, mathematically rigorous reference. Emphasis is placed on nonsmooth analytic techniques, and...Loe edasi...
This book focuses on machine learning (ML) assisted evolutionary multi- and many-objective optimization (EMâO). Finally, this book shares insightful perspectives on the future potential for ML based enhancements in the EMâOA domain.To aid readers, t...Loe edasi...
(Ilmumisaeg: 05-Apr-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031524622)
This book provides a foundation in stochastic, linear, and mixed-integer programming algorithms with a focus on practical computer algorithm implementation. The purpose of this book is to provide a foundational and thorough treatment of the subjec...Loe edasi...
(Ilmumisaeg: 31-Jan-2024, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611977790)
Provides a comprehensive and accessible exploration of modern topics in convex analysis and optimization algorithms, with an emphasis on bridging the two areas--...Loe edasi...
After providing an in-depth introduction to derivative-free global optimization with various constraints, this book presents new original results from well-known experts on the subject. A primary focus of this book is the well-known class of deter...Loe edasi...
