<p>This reprint of this Special Issue of <em>Mathematics</em> presents recent research within the field of discrete optimization and scheduling. The subjects addressed in the ten research papers cover a broad spectrum of optimization algorithms e.g. papers dealing with nature-inspired algorithms routing problems in plane graphs the scheduling of surgeries in operation rooms or single machine scheduling problems.</p>