Stochastic Optimization with Learning for Complex Problems
Complete investigation of two-dimensional placement problem.
Implement and evaluate incremental/adaptive learning approach(s) in the framework: Bayesian, Support Vector Machines (SVMs)
Continue work on BDD sifting (if funded) and begin work on clustering (if funded)
MILESTONES AND DELIVERABLES
Report on theoretical bases for automating clustering (P: 31-Dec-1998)
Implement the prototype of the adaptive simulated annealing (P: 31-Dec-1998)
Preliminary report on application of incremental learning (P:Aug-31-98)
Comprehensive report on 2D placement application (P: Dec - 31 - 98)
Apply multi-objective approach to other CAD problems and implement an adaptive version (P: Dec - 31 - 98)