Making best use of model evaluations to compute sensitivity indices.¶
Saltelli, A. (2002). Making best use of model evaluations to compute sensitivity indices. Computer Physics Communications, 145(2), 280-297.
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Primes¶
- Sensitivity Analysis (in Operations Research)
- The tooling is integrated into optimization platforms: commercial LP/MIP solvers (CPLEX, Gurobi, FICO Xpress) provide automatic shadow-price and reduced-cost outputs of the kind Gass (1985) systematized in his classical post-optimality treatment; modeling languages (AMPL, GAMS, JuMP, Pyomo) expose sensitivity information and support parametric analysis;
This sourceVariance-based sensitivity indices and the computational framework behind tools such as SALib.
- The tooling is integrated into optimization platforms: commercial LP/MIP solvers (CPLEX, Gurobi, FICO Xpress) provide automatic shadow-price and reduced-cost outputs of the kind Gass (1985) systematized in his classical post-optimality treatment; modeling languages (AMPL, GAMS, JuMP, Pyomo) expose sensitivity information and support parametric analysis;
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