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    文件類型: .rar
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    發布日期: 2021-05-28
  • 語言: Matlab
  • 標簽: MATLAB??遺傳算法??GA??

資源簡介

采用遺傳算法解決柔性車間調度問題,完整的MATLAB程序,程序中有詳細的注釋,歡迎大家下載參考,共同學習與進步!

資源截圖

代碼片段和文件信息

function?[Population]?=?Coding(TPopSize)
%%?INPUT:
%?T--input?matrix:
%??For?example:?
%??A?partial?flexible?scheduling?problem?in?which?8?jobs?are?processed?
%??on?8?machines?in?which?the?number?of?available?machining?machines?per
%??step?of?job?is?less?than?or?equal?to?the?total?number?of?machines
%?J1?={[5?3?5?3?3?0?10?9];[10?0?5?8?3?9?9?6];[0?10?0?5?6?2?4?5]};
%?J2?={[5?7?3?9?8?0?9?0];[0?8?5?2?6?7?10?9];[0?10?0?5?6?4?1?7];[10?8?9?6?4?7?0?0]};
%?J3?={[10?0?0?7?6?5?2?4];[0?10?6?4?8?9?10?0];[1?4?5?6?0?10?0?7]};
%?J4?={[3?1?6?5?9?7?8?4];[12?11?7?8?10?5?6?9];[4?6?2?10?3?9?5?7]};?
%?J5?={[3?6?7?8?9?0?10?0];[10?0?7?4?9?8?6?0];[0?9?8?7?4?2?7?0];[11?9?0?6?7?5?3?6]};
%?J6?={[6?7?1?4?6?9?0?10];[11?0?9?9?9?7?6?4];[10?5?9?10?11?0?10?0]};
%?J7?={[5?4?2?6?7?0?10?0];[0?9?0?9?11?9?10?5];[0?8?9?3?8?6?0?10]};
%?J8?={[2?8?5?9?0?4?0?10];[7?4?7?8?9?0?10?0];[9?9?0?8?5?6?7?1];[9?0?3?7?1?5?8?0]};
%?T={J1;J2;J3;J4;J5;J6;J7;J8};?8*1?cell
%?Popsize-?Population?size?in?genetic?algorithms2*PopSize+1
%%?OUTPUT:
%?Population-Popsize*1?cell
%?chromosome-2*1?cell
%%?variable?declaration
num_of_jobs?=?length(T);???????????????????????????????????????????????????%number?of?jobs
num_of_machines?=?length(T{1}{1});?????????????????????????????????????????%number?of?machines
steps_of_job?=[];
machine_of_job=cell(num_of_jobs1);

%?calculate?the?length?of?chromosome
for?i?=?1:num_of_jobs
????steps_of_job=[steps_of_job;length(T{i})];
end
len_of_chromosome?=?sum(steps_of_job);

%?calculate?the?machine?set?for?each?steps?of?each?job
for?i=1:num_of_jobs
????steps=cell(steps_of_job(i)1);
????for?j?=?1:steps_of_job(i)
????????machineset=[];
????????for?k=1:length(T{i}{j})
????????????if?T{i}{j}(k)~=0
???????????????machineset=[machineset?k];?
????????????end
????????end
????????steps{j}=machineset;
????end
????machine_of_job{i}=steps;
end


%steps?chromosome
%Coding?is?based?on?the?step?of?the?job
step_chromsome=[];
for?i?=?1:num_of_jobs
????for?j?=?1:steps_of_job(i)
????????step_chromsome=[step_chromsome?i];
????end
end
step_population?=[];
%Generate?population?with?chromosome?containing?random?genes?
for?i?=?1:PopSize
????step_population(i:)=step_chromsome(randperm(length(step_chromsome(:))));
end
%
%machine?chromosome
%In?each?steps?the?machine?is?randomly?selected?for?two?machines
%and?the?machine?that?selects?the?short?processing?time?is?the?gene?with
%propability
machine_population?=[];
for?index?=?1:PopSize
????machine_chromsome=[];
????for?i=1:num_of_jobs
????????for?j=1:steps_of_job(i)
????????????pos=?randperm(length(machine_of_job{i}{j})2);
????????????machine1=machine_of_job{i}{j}(pos(1));
????????????machine2=machine_of_job{i}{j}(pos(2));
????????????if?(rand(1)<0.8)?&&?(T{i}{j}(machine1)>T{i}{j}(machine2))
????????????????machine?=?machine2;
????????????else
????????????????machine?=?machine1;
????????????end
????????????machine_chromsome=[machine_chromsome?machine];???
????????end
????e

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????3197??2019-12-13?10:46??FJSP_GA\Coding.m

?????文件???????1165??2019-12-13?10:48??FJSP_GA\FitnessCalculator.m

?????文件???????3491??2019-12-14?15:12??FJSP_GA\GanntGraf.m

?????文件?????122472??2017-10-29?21:57??FJSP_GA\jobshop1.txt

?????文件??????14554??2017-10-29?21:57??FJSP_GA\jobshop2.txt

?????文件??????10407??2019-12-14?17:01??FJSP_GA\POX_GA.m

?????文件????????303??2020-01-03?21:01??FJSP_GA\runme.m

?????文件???????4449??2019-12-14?15:03??FJSP_GA\SemiActiveDecoding.m

?????文件???????2324??2019-12-12?21:38??FJSP_GA\Tmatrix.m

?????目錄??????????0??2020-01-03?21:02??FJSP_GA

-----------?---------??----------?-----??----

???????????????162362????????????????????10


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