Solver Isomap for QF_ALIA

In this diagram two solvers are close if they are similar with respect to their solving times at the competitions. See below for a detailed explanation. The trail connects the annual versions of a solver.

1. Fetch all the competition results for the given logic.
2. If requested (it is), remove the solvers that have less than 100 benchmarks in common with 50% of the other solvers.
3. Compute the distance between each solver pair. It is the cosine distance between the wall-clock time of the common benchmarks. More precisely, when if two solvers have n benchmarks in common, we use an n-dimensional space. The coordinate of each solver is the wall-clock time for each benchmarks regardless of the result. The cosine distance is then the angle between the two solvers at the origin.
4. Compute a standard Isomap from the cosine distances.

Solvers removed in step 2:

• Yices 2005 (2005-07-12)
• HTP 2005 (2005-07-12)
• SVC 2005 (2005-07-12)
• Sammy 2005 (2005-07-12)
• CVC Lite 2005 (2005-07-12)
• CVC 2005 (2005-07-12)
• Yices 2006 (2006-08-21)
• Barcelogic 2006 (2006-08-21)
• CVC 2006 (2006-08-21)
• CVC3 2006 (2006-08-21)
• Yices 2007 (2007-07-03)
• CVC3 2007 (2007-07-03)
• Z3 2007 (2007-07-03)
• Yices 2008 (2008-07-07)
• Barcelogic 2008 (2008-07-07)
• CVC3 2008 (2008-07-07)
• Z3 2008 (2008-07-07)
• MathSAT 2009 (2009-08-02)
• CVC3 2009 (2009-08-02)
• Z3 2009 (2009-08-02)
• Yices2 2009 (2009-08-02)
• CVC3 2010 (2010-07-15)
• Z3 2010 (2010-07-15)
• Yices2 2010 (2010-07-15)
• MathSAT 2011 (2011-07-14)
• CVC3 2011 (2011-07-14)
• Z3 2011 (2011-07-14)
• CVC3 2013 (2013-07-02)
• CVC4 2013 (2013-07-02)
• MathSAT 2014 (2014-07-21)
• Z3 2014 (2014-07-21)
• Yices2 2014 (2014-07-21)
• CVC4 2014 (2014-07-21)
• SMTInterpol 2014 (2014-07-21)