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Pyomo - Optimization Modeling in Python
ISBN-13:
9781461432265
Veröffentl:
2012
Seiten:
238
Autor:
William E. Hart
Serie:
67, Springer Optimization and Its Applications
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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. Modeling is a fundamental process in many aspects of scientific research, engineering, and business. This text beautifully illustrates the breadth of the modeling capabilities that are supported by this new software and its handling of complex real-world applications.
¿Preface.- 1. Introduction.- 2. Pyomo Modeling Strategies.- 3. Model Components: Variables, Objectives and Constraints.- 4. Model Components: Sets and Parameters.- 5. Mischellaneous Model Components and Utility Functions.- 6. Initializing Abstract Models with Data Command Files.- 7. The Pyomo Command-Line Interface.- 8. Nonlinear Programming with Pyomo.- 9. Stochastic Programming Extensions.- 10. Scripting and Algorithm Development.- A. Installing Coopr.- B. A Brief Python Tutorial.- C. Pyomo and Coopr: The Bigger Picture.- Index.¿
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