Algorithm 1028: VTMOP: Solver for Blackbox Multiobjective Optimization Problems

VTMOP is a Fortran 2008 software package containing two modules for solving computationally expensive bound-constrained blackbox multiobjective optimization problems. implements the algorithm of [ 32 ], which handles or more objectives, does not require any derivatives, and produces well-distributed points over Pareto front. The first module contains general framework problems by combining response surface methodology, trust region an adaptive weighting scheme. second features driver subroutine that this when objective functions can be wrapped as subroutine. Support provided both serial parallel execution paradigms, demonstrated on several test well one real-world problem in area particle accelerator optimization.