Engine right-angle pipeline genetic algorithm planning method oriented to Manhattan space
A genetic algorithm and aero-engine technology, which is applied in the field of genetic algorithm planning of engine right-angle pipelines facing Manhattan space, which can solve the problems of repeated modification efficiency, long laying period, and no theory and method formed.
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[0076] Taking the simplified engine pipeline laying model as an example, the feasibility of the present invention is verified. In this paper, the parameters of the genetic algorithm are selected as suggested values: the population size is M=80, the maximum number of iterations T=200; the crossover probability Fi=0.6, the mutation probability is Bi=0.05, and the objective function is set as:
[0077] f O (s)=2000 / (1*lsum+30*bend+2000*pe+10*nl) (10)
[0078] in:
[0079] lsum - path length;
[0080] bend - the number of pipe bends;
[0081] pe - penalty value;
[0082] nl - energy value.
[0083] Set the starting point and end point of the given pipeline and the obstacle model, and the various performance indicators of the pipeline laying can be obtained through MATLAB simulation:
[0084] Evolution algebra: k=200;
[0085] The real number form of the optimal individual corresponding code: xo=108.5000 83.5000 154.5000 109.5000 154.5000 109.5000 0 1.0000 0 1.0000;
[0086...
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