Generally believed to have complementary strengths. Would like to harness ... MiniMaxSat [Heras et al. '07], Msuf [Marques-Silva et al.'08], MaxSatz [Li et al. ...
Max-SAT: Given a set of weighted clauses, find an assignment of ... Binate Covering Problem [de Givry et al. CP03] [Shen and Zhang AAAI04] [Xing and Zang CP04] ...
Una aproximaci n l gica para la resoluci n en Max-SAT. Federico Heras ... trabajo futuro. Motivaci n ... Conclusiones y trabajo futuro. Se ha adaptado el ...
Optimization problems such as MAXSAT, MIN NODE COVER, MAX INDEPENDENT SET, MAX CLIQUE, MIN SET COVER, TSP, KNAPSACK, BINPACKING do not have a polynomial time ...
MAXSAT, MIN NODE COVER, MAX INDEPENDENT SET, MAX CLIQUE, MIN SET COVER, TSP, ... Improve(y) is an offspring of y. The fitter of the two will survive ...
David Allen and Adnan Darwiche. Key Results. Factoring belief networks for exact inference: ... in probabilistic inference. David Allen and Adnan Darwiche ...
Neighborhood Properties. Size of k-opt neighborhood: O( ) k 4 is ... Still, not competitive with LK or ILK on a time-equalized basis (for any amount of time) ...
Title: Enrique Alba Torres Author: Enrique Alba Torres Last modified by: Enrique Alba Torres Created Date: 12/4/1998 3:35:18 PM Document presentation format
Trading Robots that need to survive in a virtual world of an artificial market ... Winning in robot competitions strongly influences the final grade. ...
... as IP may blow up. ... solution by a better solution found in the neighborhood, as ... timetabling competition sponsored by PATAT and WATT (second ...
Title: Algoritmos Author: Laborat rio do Departamento de Inform tica Last modified by: Celso Ribeiro Created Date: 3/16/1998 8:30:06 PM Document presentation format
Compute similarity based on itineraries and link people in a social net: GeoLife ... iCare (NTU): Digital home support, early diagnosis of behavior changes ...
Approximation algorithms ... The algorithm is said to have approximation ratio if for all instances, cost(sol. ... Our approximation algorithm often works by ...
1. Min, Max, Pref for month. 2. Can/Cannot fly for each day of mo. ... Optional deadline with min, max, and pref (takes precedence over month until it is satisfied) ...
E.g.: Anna, X, mother_of(X), friends(X, Y) Grounding: Replace all variables by constants. E.g. ... Two constants: Anna (A) and Bob (B) Markov Logic Networks ...
CONFLICT FREE. LATIN ROUTER. Input ports. Output ports. 3. 1. 2. 4 ... Sudoku. Underlying Latin Square structure. characterizes many real world applications ...
Activity Recognition: Linking Low-level Sensors to High-level Intelligence Qiang Yang Hong Kong University of Science and Technology http://www.cse.ust.hk/~qyang/
Same as Horn clause: Body Head. Rule r covers example x iff x satisfies body of r ... First-order logic, Horn clauses, frame systems. Probabilistic language ...
Joint work with Stanley Kok, Daniel Lowd, Hoifung Poon, Matt ... Hidden Markov models. Conditional random fields. Obtained by making all predicates zero-arity ...
In recent years, we've seen substantial progress in. propositional ... (Tate 1977, McAllester 1991, Smith & Peot 1993) can be more efficient, but still hard ...
The Human Genome Project ' ... that is, covering the genome in...a working draft of the human sequence. ... the risk factors? (Genetic Basis of Disease) Human ...
Markov Logic in Natural Language Processing Hoifung Poon Dept. of Computer Science & Eng. University of Washington PCFG? * Lifted An attractive solution is to use aux ...
Generative Weight Learning. Maximize likelihood or posterior probability ... Full grounding / Partial grounding / Lifted. Knowledge-Based. Model Construction ...
Practical Statistical Relational AI. Pedro Domingos. Dept. of Computer Science & Eng. ... relational AI. Or of foundational areas. Focus is practical, not theoretical ...
Search space C = set of all legal instantiations. Global = the search space is the Cartesian product of ... Introduction to the notion of schemes (Bagley 67) ...