Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques

Global optimization methods including particle swarm optimization are usually used to solve optimization problems when the number of parameters is low (hundreds). Also, to be able to find a good solution typically involves multiple evaluations of the objective (or cost) function. Thus, both a large...

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