An island artificial immune algorithm based on the nonautonomous Lotka−Volterra equation is used to establish an adaptive algorithm for solving multi-objective Pareto capacitated lot-sizing problems in glass lens production under multiple constraints. Solving this complex nonlinear problem requires computations such as optimizing the use of production resources to meet customer demand while maximizing performance and competitiveness. The satisfactory experimental results obtained in this show that the proposed algorithm can be used to simplify the decision-making process when selecting lot sizes in glass lens production and other manufacturing processes.
All Science Journal Classification (ASJC) codes
- Modelling and Simulation
- Applied Mathematics