The landscape of computational science is experiencing extraordinary transformation by quantum innovations. Revolutionary approaches to problem-solving are arising throughout numerous disciplines. These developments promise to reshape how we tackle complex difficulties in the coming decades. Logistics and supply chain management present persuasive