•A model is presented for the selection and design of highway improvement projects.•The optimization model considers both safety and travel time objectives.•The model accounts for the network-level effects of travelers’ behaviors.•A surrogate-assisted genetic algorithm is proposed as a solution heuristic.•An application of the optimization model and the heuristic is presented.
Safety Science – Elsevier
Published: Mar 1, 2018
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