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Books > Business & Economics > Business & management > Management & management techniques > Operational research
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Pyomo - Optimization Modeling in Python (Paperback, 2012 ed.)
Loot Price: R1,624
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Pyomo - Optimization Modeling in Python (Paperback, 2012 ed.)
Series: Springer Optimization and Its Applications, 67
Expected to ship within 18 - 22 working days
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This book provides a complete and comprehensive reference/guide to
Pyomo (Python Optimization Modeling Objects) for both beginning and
advanced modelers, including students at the undergraduate and
graduate levels, academic researchers, and practitioners. The text
illustrates the breadth of the modeling and analysis capabilities
that are supported by the software and support of complex
real-world applications. Pyomo is an open source software package
for formulating and solving large-scale optimization and operations
research problems. The text begins with a tutorial on simple linear
and integer programming models. A detailed reference of Pyomo's
modeling components is illustrated with extensive examples,
including a discussion of how to load data from data sources like
spreadsheets and databases. Chapters describing advanced modeling
capabilities for nonlinear and stochastic optimization are also
included. The Pyomo software provides familiar modeling features
within Python, a powerful 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. The software
supports a different modeling approach than commercial AML
(Algebraic Modeling Languages) tools, and is designed for
flexibility, extensibility, portability, and maintainability but
also maintains the central ideas in modern AMLs.
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