Pyomo — Optimization Modeling in Python
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Sprache:Englisch
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Verlag:Springer
- Springer Us 58,99 €
- Springer 57,99 € ausgewählt
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Auflage:Softcover reprint of the original 2nd ed. 2017
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
04.08.2018
Abbildungen
XVIII, 13 illus., 8 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen
Verlag
SpringerSeitenzahl
277
Maße (L/B/H)
23,5/15,5/1,6 cm
Gewicht
506 g
Auflage
Softcover reprint of the original 2nd ed. 2017
Sprache
Englisch
ISBN
978-3-319-86482-2
This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners. Using many examples to illustrate the different techniques useful for formulating models, this text beautifully elucidates the breadth of modeling capabilities that are supported by Pyomo and its handling of complex real-world applications. This second edition provides an expanded presentation of Pyomo’s modeling capabilities, providing a broader description of the software that will enable the user to develop and optimize models. Introductory chapters have been revised to extend tutorials; chapters that discuss advanced features now include the new functionalities added to Pyomo since the first edition including generalized disjunctive programming, mathematical programming with equilibrium constraints, and bilevel programming.
Pyomois an open source software package for formulating and solving large-scale optimization problems. The software extends the modeling approach supported by modern AML (Algebraic Modeling Language) tools. Pyomo is a flexible, extensible, and portable AML that is embedded in Python, a full-featured scripting language. Python is a powerful and dynamic programming language that has a very clear, readable syntax and intuitive object orientation. Pyomo includes Python classes for defining sparse sets, parameters, and variables, which can be used to formulate algebraic expressions that define objectives and constraints. Moreover, Pyomo can be used from a command-line interface and within Python's interactive command environment, which makes it easy to create Pyomo models, apply a variety of optimizers, and examine solutions.
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