Concepedia

Multiobjective optimisation on a budget: Exploring surrogate modelling for robust multi-reservoir rules generation under hydrological uncertainty

Ioannis Tsoukalas, Christos Makropoulos

Environmental Modelling & Software · 2014 · 65 citations · 95 references

Concepts

Data-driven OptimizationEngineeringWater ResourcesMultiobjective OptimisationUncertainty QuantificationCivil EngineeringExploring Surrogate ModellingSystems EngineeringHydrological UncertaintyEvolutionary Multimodal OptimizationReservoir ManagementRobust OptimizationReservoir Modeling

References

95

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 46.1K citations

Artificial Intelligence, Population Size, Computational Science +15

Numerical recipes in C: the art of scientific computing

Choice Reviews Online · 1993 · 18K citations · Full text

Numerical Analysis, Spectral Theory, Second Edition +14

Numerical recipes in Pascal: the art of scientific computing

Choice Reviews Online · 1990 · 11.8K citations

Numerical Analysis, Computational Science, Numerical Computation +5

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.4K citations

Strength Pareto Approach, Engineering, Pareto Dominance Relationship +15

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.5K citations