Nonlinear Programming with Pyomo

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Abstract

This chapter describes the nonlinear programming capabilities of Pyomo. It presents the nonlinear expressions and functions supported, and it provides some tips for formulating and solving nonlinear programming problems. This chapter also provides several real-world examples to illustrate formulating and solving nonlinear programming problems. Finally, it provides a brief discussion of supported solvers for nonlinear problems.

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Bynum, M. L., Hackebeil, G. A., Hart, W. E., Laird, C. D., Nicholson, B. L., Siirola, J. D., … Woodruff, D. L. (2021). Nonlinear Programming with Pyomo. In Springer Optimization and Its Applications (Vol. 67, pp. 91–109). Springer. https://doi.org/10.1007/978-3-030-68928-5_7

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