Mengshoel, Ole J.; Roth, Dan; Wilkins, David C. Portfolios in stochastic local search: efficiently computing most probable explanations in Bayesian networks. (English) Zbl 1213.68582 J. Autom. Reasoning 46, No. 2, 103-160 (2011). MSC: 68T20 PDFBibTeX XMLCite \textit{O. J. Mengshoel} et al., J. Autom. Reasoning 46, No. 2, 103--160 (2011; Zbl 1213.68582) Full Text: DOI Link
Mengshoel, Ole J. Understanding the scalability of Bayesian network inference using clique tree growth curves. (English) Zbl 1205.68427 Artif. Intell. 174, No. 12-13, 984-1006 (2010). MSC: 68T37 PDFBibTeX XMLCite \textit{O. J. Mengshoel}, Artif. Intell. 174, No. 12--13, 984--1006 (2010; Zbl 1205.68427) Full Text: DOI
Mengshoel, Ole J. Understanding the role of noise in stochastic local search: analysis and experiments. (English) Zbl 1183.68582 Artif. Intell. 172, No. 8-9, 955-990 (2008). MSC: 68T20 68T37 PDFBibTeX XMLCite \textit{O. J. Mengshoel}, Artif. Intell. 172, No. 8--9, 955--990 (2008; Zbl 1183.68582) Full Text: DOI
Mengshoel, Ole J.; Wilkins, David C.; Roth, Dan Controlled generation of hard and easy Bayesian networks: Impact on maximal clique size in tree clustering. (English) Zbl 1130.68096 Artif. Intell. 170, No. 16-17, 1137-1174 (2006). MSC: 68T37 62H30 68R10 68T30 PDFBibTeX XMLCite \textit{O. J. Mengshoel} et al., Artif. Intell. 170, No. 16--17, 1137--1174 (2006; Zbl 1130.68096) Full Text: DOI