Abstract Tri-level optimization problems are optimization problems with three nested hierarchical structures. where in most cases conflicting objectives are set at each level of hierarchy. Such problems are common in management. engineering designs and in decision making situations in general. https://www.sahmbuffy.com/product-category/ceramic-metal-halide/