Detailed Course Schedule

Week 1

Tuesday, Aug 25 Administrivia
Syllabus, Guidelines, Topics



Thursday, Aug 27 Temporal Reasoning Dechter's Chapter 12
Actions: Shant: Prepare [Choueiry & Xu, 2005]
Chris: Check [Liu, Li, Renz, 2009]
Robert: Check O(n^3) in [Allen, 1983]
Wesley: Check [Koubarakis, 1997] (PDF, PS)

Week 2

Tuesday, Sep 2 Same as above. Will try to address your questions
Thursday, Sep 4 Same as above Quiz 1

Week 3

Tuesday, Sep 8 Finish Chapter 12
Thursday, Sep 10 More on Temporal Reasoning
  • Speaker: Shant (Triangle-AC)
  • Scribe: Robert (Notes)
  • Quiz 2
    Triangle-AC by Choueiry and Xu
    Triangle-STP by Xu and Choueiry
    TCSP by Xu and Choueiry

    Week 4

    Tue, Sep 15 Introduction Constraint Databases Guest Lecturer: Dr. Revesz
    Thu, Sep 17 No Class Instructor out of town

    Week 5

    Tuesday, Sep 22 Row-Convexity
  • van Beek, P., and Dechter, R., "On The Minimality And Global Consistency Of Row-Convex Constraint Networks." Journal of the ACM, Vol. 42, No. 3, May 1995, pp. 543-561.
  • Dechter, Section 8.5, pages 231--237
  • Bessiere et al. "Making Bound Consistency as Effictive as Arc Consistency," IJCAI 2009, pages 425--430
  • Thursday, Sep 24 Same as above. Same as above.

    Week 6

    Tuesday, Sep 29 Same as above. Same as above.
    Thursday, Oct 1 Tree Clustering and Adaptive Consistency
  • Speakers: Chris Reeson (Tree Clustering) and Peter (Computing Cliques and Join Trees)
  • Scribe: Pingyu (Notes).
  • Dechter, R. and Pearl, J. "Tree Clustering for Constraint Networks." Artificial Intelligence (38), 1989, pp. 353-366.
  • Week 7

    Tuesday, Oct 6 Interchangeability Freuder, E.C. Eliminating Interchangeable Values in Constraint Satisfaction Problems
    Thursday, Oct 8
  • Interchangeability and Bundling (PS)
  • Dynamic Bundling in CSPs
  • Going through your questions
  • Quiz 2 finally
  • Haselboeck: Exploiting Interchangeabilities in Constraint Satisfaction Problems, IJCAI 1993
  • Choueiry and Davis: Dynamic Bundling: Less Effort for More Solutions, SARA 2002
  • Lal et al.: Neighborhood Interchangeability and Dynamic Bundling for Non-Binary Finite CSPs , AAAI 2005
  • Week 8

    Tuesday, Oct 13
  • Interchangeability and Insterchange in Search (bundling) PS document, sorry
  • Dynamic Bundling in CSPs
  • Going through your questions
  • Quiz 2 finally, 3 hopefully..
    Same as above.
    Thursday, Oct 15 Topic: Solution Counting
    Speaker: Shant (Sol Counting)
    Scribe: Chris (Notes).
    Favier et al. Exploiting Problem Structure for Solution Counting, CP 2009

    Week 9

    Tuesday, Oct 20 No class Fall Break
    Thursday, Oct 22
  • Theorem 5 of [Freuder AAAI91]
  • Application in Geospatial Reasoning
  • Bayer et al. Reformulating CSPs for Scalability with Application to Geospatial Reasoning

    Week 10

    Tuesday, Oct 27 BID problem Same as above
    Thursday, Oct 29
  • Topic: P3C, triangle-STP, PC
  • Speakers: Peter and Wesley (PPT)
  • Scribe: Shant (Notes)
  • Optional midterm due
  • P3C Planken et al.
  • Triangle-STP , Xu and Choueiry
  • PPC, Bliek and Sam-Haroud
  • Week 11

    Tuesday, Nov 3 Same as above Same as above
    Thursday, Nov 5 Same as above Same as above

    Week 12

  • Topic:
  • Discussion.
    Tuesday, Nov 10
  • Topic: Tree Convex Constraints
  • Speaker: Robert (PTTX)
  • Scribe: Peter (Notes)
  • Properties of Tree Convex Constraints, Zhang and Freuder
    Thursday, Nov 12

    Week 13

    Tuesday, Nov 17
  • Topic: Rectangle Packing
  • Speaker: Chris (PPTX)
  • Scribe: Robert (Notes)
  • Optimal Rectangle Packing: A Meta-CSP Approach
    Thursday, Nov 19
  • Topic: Covering Arrays
  • Speaker: Pingyu (PPTX)
  • Scribe: Wesley (Notes)
  • Constraint Models for the Covering Test Problem, Hnich et al.
    Homework 1 (PDF) assigned

    Week 14

    Tuesday, Nov 24 Pingyu will finish his talk.
  • Topic: Structure in SAT
  • Speaker: Chris (PPTX)
  • Scribe: Shant (Notes)
  • Required reading: Building Structure into Local Search for SAT, Pham et al., IJCAI 07
  • Recommended reading: Recovering and Exploiting Structural Knowledge from CNF Formulas, Ostrowski et al., CP 2002
  • Thursday, Nov 26 No Class - Thanksgiving Break

    Week 15

    Tuesday, Dec 1
  • Topic: SAT and CP
  • Speaker: Pingyu
  • Scribe: Wesley (Notes)
  • Propositional Satisfiability and Constraint Programming: A Comparative Survey, Bordeaux et al., ACM Computing Surverys 2006
    Homework 1 (PDF) due
    Thursday, Dec 3
  • Topic: Same as above
  • Speaker: Pingyu, Part II
  • Scribe: Chris (Notes, Part II)
  • Week 16 - Dead Week

    Tuesay, Dec 8 Cancelled for inclement weather
    Thursday, Dec 10 Same as above (finishing discussion)
    Discussion of residues (useful for search w/ lookahead)
    Basic Algebra for Symmetry by Robert
  • Maintaining Arc Consistency with Multiple Residues, Christophe Lecoutre et al., Constraint Programming Letters, 2008.
  • A Study of Residual Supports in Arc Consistency, Christophe Lecoutre and Fred Hemery. Christophe Lecoutre and Fred Hemery, IJCAI 2007.
  • Arc Consistency during Search, Likitvivatanavong et al., IJCAI 2007.
  • An Optimal Coarse-Grained Arc Consistency Algorithm, Christian Bessiere et al., Artif. Intell. 165(2): 165-185 (2005).
  • Chapter 10 from Handbook of CP
  • Week 17 - Finals Week

    Friday, Dec 18


    Last modified: Mon Dec 21 14:02:29 CST 2009