Graph signature for self-reconfiguration planning of modules with symmetry

被引:22
作者
Asadpour, Masoud [1 ]
Ashtiani, Mohammad Hassan Zokaei [1 ]
Sproewitz, Alexander [2 ]
Ijspeert, Auke [2 ]
机构
[1] Univ Tehran, ECE Dept, Control & Intelligent Proc Ctr Excellence, Tehran 14174, Iran
[2] Ecole Polytech Fed Lausanne, BIRG, Lausanne, Switzerland
来源
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS | 2009年
关键词
ROBOT;
D O I
10.1109/IROS.2009.5353943
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In our previous works we had developed a framework for self-reconfiguration planning based on graph signature and graph edit-distance. The graph signature is a fast somorphism test between different configurations and the graph edit-distance is a similarity metric. But the algorithm is lot suitable for modules with symmetry. In this paper we improve the algorithm in order to deal with symmetric nodules. Also, we present a new heuristic function to guide the search strategy by penalizing the solutions with more number If actions. The simulation results show the new algorithm not only deals with symmetric modules successfully but also finds better solutions in a shorter time.
引用
收藏
页码:5295 / +
页数:2
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