PPT-Program Analysis as Constraint Solving

Sumit Gulwani MSR Redmond Ramarathnam Venkatesan MSR Redmond Saurabh Srivastava Univ of Maryland TexPoint fonts used in EMF Read the TexPoint manual before you delete this box . CSD 15-780: Graduate Artificial Intelligence. Instructors: . Zico. . Kolter. and Zack Rubinstein. TA: Vittorio . Perera. 2. Constraint satisfaction problems. A . constraint satisfaction problem. (CSP): A set of . A Teaching Strategy. Dr. Everett D. McCoy. Problem Solving: . Characteristics. Open ended. There is . No. right answer. Problem Solving: . Characteristics. Open ended. Ambiguous. Statement must be clarified. 1. The “problem”. -well versus ill defined. 2. Measurement. -RT, error patterns, verbal protocols. 3. History of problem solving. First work on animals: Thorndike’s puzzle boxes. One cat’s data (all of the others are similar):. Ben Lilly. Objectives. Learn a systematic problem solving process. Understand the relationship between Problem Solving and Project Planning . Learn a Decision Making Process. Put into action the skills the principles you have learned . fonts used in EMF. . Read the . TexPoint. manual before you delete this box.: . A. A. Sumit. . Gulwani. Microsoft Research, Redmond, USA. sumitg@microsoft.com. The . Fixpoint. Brush. in. The Art of Invariant Generation. If you read from left to right . 10 . “is greater than “ . 5. . X. If you read from right to left . 5. . “is less than “ . 10. . X. If you read from left to right . 5. . “is less than “ . Thinking about effectiveness. Sandra Doty. Ohio University Lancaster. SOS-AAPT Fall 2014. Does an ability to do the steps of a problem solving strategy correlate with success in problem solving?. Almost every introductory physics textbook includes a problem solving strategy intended to . Neil . mcculloch. and Dalia Zileviciute. Energy and economic growth research programme. 3-4 November, Washington . d.c.. The questions and the answers. Is electricity supply a binding constraint to economic growth in developing countries?. Dr. Ron Lembke. Formulating in Excel. Write the LP out on paper, with all constraints and the objective function.. Decide on cells to represent variables.. Enter coefficients of each variable in each constraint in a block of cells.. Gems – The Past . System. Scientific method - Bacon. Applied behavior analysis. Group. Scientific method - Bacon. Behavioral consultation – . Carnine. , Witt, . Noell. Mainstream assistance teams – Fuchs. Daniel Paul Tyndall. 4 March 2010. Department of Atmospheric Sciences. University of Utah. Salt Lake City, UT. Outline. Introduction. Literature Review. 2DVar/3DVar Analysis Methodologies. Strong and Weak Constraints. CSC126 FUNDAMENTALS OF ALGORITHMS AND . COMPUTER PROBLEM SOLVING. 1. PART 3. CSC126 FUNDAMENTALS OF ALGORITHMS AND COMPUTER PROBLEM SOLVING . 24%. 15%. Source: Department of Statistics, 2013. Recommendation. Gems – The Past . System. Scientific method - Bacon. Applied behavior analysis. Group. Scientific method - Bacon. Behavioral consultation – . Carnine. , Witt, . Noell. Mainstream assistance teams – Fuchs. Contents. Constraint3dSolver. Constraint3dBase and all kind of 3d constraints. GeometryId. and all its sub classes which represent kinds of sub entity of a curve or a solid to be constrained.. Constraint3dElement.