$$ Genetic algorithms provide Woolworthswith a powerful optimization tool for solving dynamic and complex business problems. By simulating evolutionary processes, genetic algorithms enable Woolworths to explore vast solution spaces, identify optimal solutions, and adapt to changing market conditions $($Cooper$,2017).$ In the retail context, genetic algorithms can be applied to supply chain optimization, inventory management, pricing optimization, and product assortment planning. By leveraging genetic algorithms, Woolworths can improve operational efficiency, reduce costs, and enhance customer satisfaction.