Buch, Englisch, Band 67, 225 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 376 g
Buch, Englisch, Band 67, 225 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 376 g
Reihe: Springer Optimization and Its Applications
ISBN: 978-3-030-68930-8
Verlag: Springer International Publishing
Pyomo is 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.
Zielgruppe
Graduate
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
1. Introduction.- Part I. An Introduction to Pyomo.- 2. Mathematical Modeling and Optimization.- 3. Pyomo Overview.- 4. Pyomo Models and Components: An Introduction.- 5. Scripting Custom Workflows.- 6. Interacting with Solvers.- Part II. Advanced Topics.- 7. Nonlinear Programming with Pyomo.- 8. Structured Modeling with Blocks.- 9. Performance: Model Construction and Solver Interfaces.- 10. Abstract Models and Their Solution.- Part III. Modeling Extensions.- 11. Generalized Disjunctive Programming.- 12. Differential Algebraic Equations.- 13. Mathematical Programs with Equilibrium Constraints.-. A Brief Python Tutorial.- Bibliography.- Index.