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Nghia Pham, Thao Duong, Abdul Sattar
A key challenge in developing efficient local search solvers is to effectively minimise search stagnation (i.e. avoiding traps or local minima). A majority of the state-of-the-art local search solvers perform random and/or Novelty-based walks to overcome ...
The Twenty-Sixth Conference on Artificial Intelligence (AAAI-12) - July 2012
Carleton Coffrin, Pascal Van Hentenryck, Russell Bent
This paper considers the restoration of multiple interdependent infrastructures after a man-made or natural disaster. Modern infrastructures feature complex cyclic interdependencies and require a holistic restoration process. This paper presents the ...
Association for the Advancement of Artificial Intelligence (AAAI) - July 2012
Carleton Coffrin, Pascal Van Hentenryck
This paper studies the applicability of the linearized DC model in optimizing power restoration after significant network disruptions. In such circumstances, no AC base-point solution exists and the objective is to maximize the served load. The paper ...
IEEE Power and Energy Annual Meeting - July 2012
Carleton Coffrin, Pascal Van Hentenryck
This paper studies the applicability of the linearized DC model in optimizing power restoration after significant network disruptions. In such circumstances, no AC base-point solution exists and the objective is to maximize the served load. The paper ...
IEEE Power and Energy General Meeting - July 2012
Constraints can be exploited in paradigms outside of constraint programming. In particular, powerful global constraints can often be decomposed into small primitives and these decompositions can simulate complex propagation algorithms that perform ...
Inductive Logic Programming (revised papers of the 21st International Conference) - July 2012
We describe a pathfinding system based on Jump Point Search (JPS): a recent and very successful search strategy that performs symmetry breaking to speed up optimal pathfinding on grid maps. We first modify JPS for grid maps where corner-cutting moves are ...
Fifth Annual Symposium on Combinatorial Search - July 2012
Hanyu Gu, Peter Stuckey, Mark Wallace
mtns (20th International Symposium on Mathematical Theory of Networks and Systems) - July 2012
Jerome Lang, Maria Silvia Pini, Francesca Rossi, Domenico Salvagnin, K. Brent Venable, Toby Walsh
In multiagent settings where agents have different preferences, preference aggregation can be an important issue. Voting is a general method to aggregate preferences. We consider the use of voting tree rules to aggregate agents’ preferences. In a voting ...
Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS) - July 2012
Patrik Haslum
A model of story generation recently proposed by Riedl and Young (2010) casts it as planning, with the additional condition that story characters behave intentionally. This means that characters have perceivable motivation for the actions they take. I ...
Journal of Artificial Intelligence Research (JAIR) - July 2012
Patrik Haslum
We present a novel method for computing increasing lower bounds on the cost of solving planning problems, based on repeatedly solving and strengthening the delete relaxation of the problem. Strengthening is done by compiling select conjunctions into ...
International Conference on Automated Planning and Scheduling (ICAPS) - June 2012