A bi-objective vendor selection problem with inventory-related decisions is modeled.
A soft time-window mechanism and a multi-sourcing strategy are studied.
The objectives are minimization of the total cost and delivery schedule violation.
A trade-off between the proposed objectives is established.
A binary-continuous differential evolution is developed.