Solving Hard Computational Problems through Collections (Portfolios) of Cooperative Heterogeneous Algorithms

Numerous artificial intelligence schemes and applications require, at. their core. a solution to intractable computational problems, such a.~ probabilistic reaso,ing. Conditions tbr theorems guaranteeing polynomial time algorithms tbr special cases, do not hold for many real-world problem instances. While ther,, arc a numlmr of highly specialized algorit… (More)