Preferences are ubiquitous in real life: most problems are
over-constrained and would not be solvable if we insist that all their
requirements are strictly met. Moreover, many problems are more
naturally described via preferences rather than hard statements. Soft
constraints are the way the constraint community has extended its
classical framework to deal with the concept of preferences.
The SofT'11 workshop will bring together researchers interested in all
aspects of soft constraints and cost function processing, such as:
* theoretical frameworks
* problem modeling
* solving algorithms
* languages
* preference aggregation and elicitation
* multi-objective or qualitative
optimization
* combining/integrating different
frameworks and algorithms
* comparative studies
* real-life applications
The workshop is an opportunity to share knowledge between people
working around algorithms and solvers for different formalisms,
including Weighted Max-SAT, Soft CSP, Bayesian Networks, Random Markov
Field, Factor Graphs, Pseudo Boolean Optimization, SAT Modulo Theories,
and related formalisms.
The 11th edition will take place in Perugia, Italy
the 12th of September 2011