This modeling example is at the advanced level, where we assume that you know Python and the Gurobi Python API and that you have advanced knowledge of building mathematical optimization models.

Show how to build mathematical optimization models. These modeling examples are coded using the Gurobi Python API and distributed as Jupyter Notebooks. These modeling examples illustrate important ...

For example, you may use calculus, linear algebra, differential equations, or optimization algorithms. The math should be suitable for the nature and complexity of the problem, and should be able ...

“For example, following water may be fast, but could be dangerous, but they all should get you to the bottom; and they illustrate the mathematical principle of optimization in practice. Optimization, ...

Through the critique-and-synthesis mechanism, PromptWizard ensures alignment between the prompt and examples, simultaneously synthesizing new examples to enhance task performance. This structured ...

Rather than relying on formal mathematical definitions to perform this task, OPRO uses "meta-prompts" described in natural language to set the stage for the optimization process.

Borwein, J.M. and Lewis, A.S. (2000) Convex Analysis and Nonlinear Optimization. Theory and Examples, CMS Books in Mathematics/Ouvrages de Mathématiques de la SMC, Vol. 3, Springer-Verlag, New York.

Melanie is an Assistant Professor of Applied Mathematics and of Computer Science at Harvard University. Her research focuses on utilizing geometric structure in data for the design of efficient ...