j l" "" '. . i j .. .- -.... - ::::^ i<;::::::;::;:;:;: : ; :::::^ : : :: : *;*: *?s..S : : : : : : : ::: ::: ::: : : : : ; :' ~ : ~: :::: . .. ,., ,, , ,,',". ..... ... ... ... ... ... ...-. .. ..,. ... ......: + + + : + : ~;.:.: : @:. X...:.... ..:........: ... ..:....:... .:.. .: ..: ... ... ........' Figure 5.27a: Exhaustive Search Results Shadow Area: 14 Robot 1 Position: (49, 20) Robot 2 Position: (3, 40) Total Time: 4.27 hours Exhaustive Search Technique Figure 5.27b: Genetic Algorithm Results Shadow Area: 26 Robot 1 Position: (0, 58) Robot 2 Position: (45, 35) Total Time: 7 seconds Genetic Algorithm Technique 10000 0 1000 2000 3000 4000 5000 6000 0 1 2 3 4 5 6 7 Time (sec) Time (sec) Figure 5.27c: Exhaustive search convergence rate Figure 5.27d: Genetic algorithm Figure 5.27: Results for Comparison #1 Figure 5.27d: Genetic algorithm convergence rate - . .. .. ... .. ......,',,.... .. .. ....., . .... . . . .,. .