PPT-Graphical optimization

Some problems are cheap to simulate or test Even if they are not we may fit a surrogate that is cheap to evaluate Relying on optimization software to find the optimum is foolhardy It is better to thoroughly explore manually. St. . Edward’s. University. .. .. .. .. .. .. .. .. .. .. .. SLIDES. . .. . BY. Chapter 2, Part B. Descriptive Statistics:. Tabular and Graphical . Displays. Summarizing Data for Two . Variables. Paul S. Rosenbloom . |. . 7/27/2012. The Goal of this Work. A new cognitive architecture – . Sigma. . (. J. Friedman, T. Hastie, R. . Tibshirani. Biostatistics, 2008. Presented by . Minhua. Chen. 1. Motivation. Mathematical Model. Mathematical Tools. Graphical LASSO. Related papers. 2. Outline. Motivation. Graphical Model Inference. View observed data and unobserved properties as . random variables. Graphical Models: compact graph-based encoding of probability distributions (high dimensional, with complex dependencies). SketchPad. Ch. 4, HCI Remixed. Sutherland, Sketchpad: A Man-Machine Graphical Communication System. Bederson. , . Hollan. , Pad++: A Zooming Graphical Interface for Exploring Alternate Interface Physics. . .. . BY. John Loucks. St. . Edward’s. University. .. .. .. .. .. .. .. .. .. .. .. Chapter 2, Part B. Descriptive Statistics:. Tabular and Graphical . Displays. Summarizing Data for Two . Variables. David . V. Pynadath, Paul S. Rosenbloom, Stacy C. Marsella and . Lingshan. Li. 8.1.2013. Σ. Overall . Desiderata for Sigma . ( Chapter 13. Introduction. Have a deterministic setup. Make decisions using LP methods with resource constraints. Is LP computer programming?. NO!. . Predetermined set of mathematical steps used . Automated Reasoning with Graphical models. Rina. Dechter. Bren school of ICS. University of California, Irvine. ICS 90 . November 2016. Agenda. My work in AI. How did I get to AI?. 2. ICS-90, 2016. Knowledge representation and Reasoning. Jerome E. . Mitchell. 2013 NASA Earth and Space Science Fellow. Ph.D. Thesis Proposal. Advisor: Geoffrey C. Fox . Committee: David J. Paden, Judy . Qiu. , . Minje. Kim, and John D. Paden*. Introduction. Smokey Bear. Lincoln National Forest. U.S. Forest Service Mascot. Revised: 2014.12.30. Why Re-Engineer?. New technologies in the last decade. Better databases. Improved programming languages and tools. Chapter 13. Introduction. Have a deterministic setup. Make decisions using LP methods with resource constraints. Is LP computer programming?. NO!. . Predetermined set of mathematical steps used . jean.palate@nbb.be. Outline. SA core engines. SA new features (algorithms). Internal modifications. Graphical interface. Integration in IT environment. Next steps. 1. SA . core. . engines. . . Comparison. Michael Kantor. CEO and Founder . Promotion Optimization Institute (POI). First Name. Last Name. Company. Title. Denny. Belcastro. Kimberly-Clark. VP Industry Affairs. Pam. Brown. Del Monte. Director, IT Governance & PMO.