DocumentCode :
2780479
Title :
Fast shortest path optimization inspired by shuttle streaming of Physarum polycephalum
Author :
Siriwardana, Jayantha ; Halgamuge, Saman K.
Author_Institution :
Dept. of Mech. Eng., Univ. of Melbourne, Parkville, VIC, Australia
fYear :
2012
fDate :
10-15 June 2012
Firstpage :
1
Lastpage :
8
Abstract :
The plasmodium of the slime mold Physarum polycephalum, a large amoeboid organism, displays remarkable intelligent behaviors such as solving mazes, shuttle streaming and event anticipation. These amoeboid behaviors are results of the dynamics of the viscoelastic protoplasm and its biochemical rhythms. Having inspired by the intelligence shown by this primitive organism without a nerve system to solve mazes, we proposed mathematical models to mimic the intelligent foraging behavior that can be used to find the shortest path between two points of a graph. In result, we found that the convergence of the proposed two versions, Physarum Optimization with Shuttle Streaming (POSS) and POSS with mutation, are 40-11650 times faster when compared with the currently available Physarum Solver (PS) method and the results obtained are comparable.
Keywords :
convergence; graph theory; mathematical analysis; optimisation; POSS with mutation; Physarum optimization with shuttle streaming; Physarum polycephalum; Physarum solver method; amoeboid behaviors; amoeboid organism; biochemical rhythms; convergence; event anticipation; fast shortest path optimization; graph; intelligent behaviors; intelligent foraging behavior; mathematical models; maze solving behavior; slime mold plasmodium; viscoelastic protoplasm dynamics; Conductivity; Convergence; Electron tubes; Mathematical model; Optimization; Organisms; Veins;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation (CEC), 2012 IEEE Congress on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1510-4
Electronic_ISBN :
978-1-4673-1508-1
Type :
conf
DOI :
10.1109/CEC.2012.6252956
Filename :
6252956
Link To Document :
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