Uncertainty analysis with intervals is an alternative to stochastic optimization for machining optimization problems with uncertainties. This paper presents a study of the coupling interval analysis and evolutionary algorithms for solving optimization problems in high-speed machining. For investigation purposes, the resulting algorithm was first applied to a conventional turning problem and compared to a linear programming algorithms.
Proceedings Title: Proceedings of the First International Conference on Smart Machining Systems
Conference Dates: March 13-15, 2007
Conference Location: Gaithersburg, MD
Conference Title: First International Conference on Smart Machining Systems
Pub Type: Conferences
evolutionary algorithms, interval analysis, optimization of machining parameters, optimization under uncertainties