A novel optimization method is proposed for integrated solvent and process design. The method combines the advantages of stochastic and deterministic algorithms. The method is demonstrated on a coupled absorption–desorption process. The method can solve the design problem with high reliability and robustness. The method can be recommended for use in large-scale MINLP optimizations.