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The results so far show that all the components of the DEE are working and that the optimization can take place in two steps, each fully automated, using the GA for the first step and SQP for the final optimization step. So far only optimizations have been done using different, single, objective functions and using the limits on the design variables as bounds for the design space. From Table 5 and 6 it becomes clear that optimization for the different disciplines within the limits on the design variables gives substantially different results. The next step therefore will be to define clear constraints on the acoustic and thermal properties and optimize for minimum total weight. This, Objectivefuntion --> Delta T TL 1 TL 2 TL 3 G_opt program settings Number of members for each generation 100 100 100 100 Number of generations 200 200 200 200 Cross-over probability 0.75 0.75 0.75 0.75 Mutation probability 0.15 0.15 0.15 0.15 Design variables SkinThickness (mm) 2.0000 1.9922 2.0000 1.8471 NrFrames 8 8 12 20 NrStringers 80 100 90 80 StringerFactor 1.2765 1.0765 0.6137 0.8333 InteriorCoreThickness (mm) 4 7 5 6 345345435345 Fhfghfghfghfghfghfghfhfghmkjlysd wr eter Dfgdh w45345 34gfjyg jg Er235363 s sadasdasdada Fghtullçifidz S dsdfsdfsdf 2222333 4 Dsfdgdfşginnfhindf 1111111111111111111111111111111111111112 2222222222222222222222222222222222222222 Asj bausdhıuasd hashdasjhda haıshdashdoaısn fpskf jag Asduasgd ıjpjıohasd iasdoıaoshdas şaisdk ahuıais d ,hawysdnlaksdh89adapsdk*0asdu ha8y aypak poyta87 ta j8a97yt7

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The results so far show that all the components of the DEE are working and that the optimization can take place in two steps, each fully automated, using the GA for the first step and SQP for the final optimization step. So far only optimizations have been done using different, single, objective functions and using the limits on the design variables as bounds for the design space. From Table 5 and 6 it becomes clear that optimization for the different disciplines within the limits on the design variables gives substantially different results. The next step therefore will be to define clear constraints on the acoustic and thermal properties and optimize for minimum total weight. This,Objectivefuntion --> Delta T TL 1 TL 2 TL 3 G_opt program settings Number of members for each generation 100 100 100 100 Number of generations 200 200 200 200 Cross-over probability 0.75 0.75 0.75 0.75 Mutation probability 0.15 0.15 0.15 0.15 Design variables SkinThickness (mm) 2.0000 1.9922 2.0000 1.8471 NrFrames 8 8 12 20 NrStringers 80 100 90 80 StringerFactor 1.2765 1.0765 0.6137 0.8333 InteriorCoreThickness (mm) 4 7 5 6345345435345Fhfghfghfghfghfghfghfhfghmkjlysd wr eterDfgdh w45345 34gfjyg jgEr235363 s sadasdasdada FghtullifidzS dsdfsdfsdf 2222333 4Dsfdgdfginnfhindf11111111111111111111111111111111111111122222222222222222222222222222222222222222Asj bausdhuasd hashdasjhda hashdashdoasn fpskf jagAsduasgd jpjohasd iasdoaoshdas aisdk ahuais d,hawysdnlaksdh89adapsdk*0asdu ha8y aypak poyta87 ta j8a97yt7