The constant attributes and the varying attributes are optimized simultaneously.

The designs generated match the quality of the optimal designs analytically derived.

The integrated algorithm outperforms the existing algorithmic approaches.

We study the structure of designs generated under varying experimental conditions.

Two stated choice experiments in transportation are revisited.