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The members of the APES
group have too many ongoing research projects to list them all here. However,
we will attempt to list those that simultaneously involve several different
members and so reflect some of our current common aims.
Problem Reformulation and Search
Ian Gent, Patrick Prosser, and Barbara Smith are investigating what
happens to search effort when we change the representation of a problem.
We will study the car sequencing problem, vehicle routing, and flexible
job shop. More details on this work can be found at
the project web-site.
Constrainedness and search
Ian Gent, Pat Prosser and Toby Walsh are interested in
the impact of the constrainedness of problems on search. They have proposed
a formal definition of constrainedness, and studied its value in NP-complete
problems, as well as lesser and higher complexity classes (like P and PSPACE).
See the Kappa
pages for more information.
Non-binary constraints
Peter van Beek, Kostas Stergiou, Toby Walsh and Ian Gent have been
comparing non-binary and binary representations of constraint satisfaction
problems. One area of interest has been binary encodings of non-binary
problems. Another has been non-binary constraints (like the all-different
constraint) which can be decomposed into binary constraints without the
need for additional variables.
Representation and Reformulation
Barbara Smith, Pat Prosser, Ian Gent and Toby Walsh are interested
in the representation and reformulation of constraint satisfaction problems.
One area of particular interest is reformulating between problem classes
(eg vehicle routing as job shop scheduling). Another area of interest is
the choice of an initial representation (binary v
non-binary, auxiliary
variables, implied constraints, ....).
Symmetry
Ian Gent and Barbara Smith are investigating how we can remove symmetry
from constraint satisfaction problems.
Planning and Scheduling
We are a node! With our ongoing interest in planning and scheduling,
we have joined PLANET, the EU
network of excellence in planning and scheduling.
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