Improvement of retrieval in Case-Based Reasoning for system design

(1)

This is an author-deposited version published in:

http://oatao.univ-toulouse.fr/

Eprints ID: 8867

To cite this version:

Coudert, Thierry and Vareilles, Elise and Geneste, Laurent and

Aldanondo, Michel Improvement of retrieval in Case-Based Reasoning for

system design. (2012) In: IEEE Industrial engineering and engineering

management - IEEM, 10-13 Dec 2012, Hong Kong, China.

O

pen

A

rchive

T

oulouse

A

rchive

O

uverte (

OATAO

)

OATAO is an open access repository that collects the work of Toulouse researchers and

makes it freely available over the web where possible.

Any correspondence concerning this service should be sent to the repository

administrator:

staff-oatao@listes-diff.inp-toulouse.fr

(2)

! " # # $ ! % ! # & ! ' ! ( ! ) ! ! "#$ "%$ & ' ( ) * ) + ",$ "-$ . * "/$ "0$ "1$ "2$+ ( 3 4 ) 5 6 6 6 ( ' 7 5 ( 7 5 . 7 ) 8 "/$ 5 6 8 . 9 6 ) : ; 6 < . ! 6 ( 6 . ; => = ?@ A ; !B! ?= ?! A . . < ( 6 6 . < ' * c+ ? 8 C * c+ > . < * + > . > 9 ; # * + ! " ! " " " " # " ! $ # ; # ?9

*

#

_{6 ? D}

%

_{6 @ A}

#

_{6 = >}

% #_@AE _@ _AF _E ₆ _? ₆ _{6 ;} % A AF 6 ?=> 6 > 6 ; * G 6 ? D G 6 @ A G 6 = > G

(3)

. < H < > > ! ! * 8 + ( ! = ! #+ ' 6 ( ' + ( 6 + ( D + ( ( 6 6 8 ; % % %&&' % % ' ' % % ( ' ( " ( ( ) ( ) " ( ) % ' * ) * % ' %&&' + + % % % % ( ( , -; % ( 6 ( * +6 . ( D 6 ( ( < %+ ' ' + ! 6 + ! D 6 + ! D *; ,+ % ' % ' % ) ) " ) * ) . / % % %&&' % " ( ) ( . / + % % ) ) % ' % ; , ! > 6 6 *! + ( ( ! ! ! ' ! * ' ! II + ! ! D ! * ! D + > ( D * > ( D + 6 ! D < * > ! D + ? ! D * + ?J ?=? ! ?; E ?!!' ?A > ; ?! A ? E ?;? ? ?! ; . 6 ( E ' − ( * +6 − 6 ( ( > 9 9 @ 9 V V v₁, v₂, , v_n 6 6 D D_{v 1}, D_{v 2}, , D_{v n} @ K V X_a x₁₁, x₁₂, , x_1n , x₂₁, x₂₂, , x_2n, , x_p1, x_p2, , x_pn 98 8 @ Vvalue 6 . V : Vvalue _X a 6 6 LM ' : D_v1 D_v2 D_v n 0, 1 ' ! #' LM K T_i 1, T_i X_a ! %' * K X_na D_v1 D_v2 D_v n Xa6 9 > 8 N # 8 9 ! . 6 ( 9 9

(4)

8 + . 9 9 ( . 9 9 6 8 ( * + 5 6 8 * _RC c_j +6 "O$ * ( #+ ; 6 s i m c_{1 ,}c₂ 2 d e p t hS y s t e m cc o m d e p t h_{S y s t e m} c₁ d e p t h_{S y s t e m} c₂ *#+ ' depth_System c ' * + 3 4 * + 6 c_{c o m}_' 8 ; 6 6 * _RC RC 1C _RC c_j sim RC ,c_j c_j RC 8 ( C RC ck 0 . ( ! @ ?D?@ E=? E ?!!' ? ?D>@ ; E ! @ ! 6 ' ! *! + 6 > ) "#$ "%$6 * < + ( 6 * 9 + ( 6 ( = #6 ( > * + * + #+ ' * V + @ ! . ( V_Sol k value V_Sol k ! . ! ! . ( % Comp Sol_k, 1 if V V_Sol k and VSolk value _Xa *%+ V_Sol k value _{if V} _V Solk and V_Sol k value _Xa RC SoC if V VSolk < K 6 9 *#+ K 6 * +6 ' #+ E ' ( N C %+ ' ( # C ,+ ' ! * RCSoC + 6 . ( 9 ' ! . = * { _1, _2,..., _M}+ ! = . . "#N$ * ( ,+ Comp Sol_k, i 1 M 1 M Comp Sol_k, _i 1 *,+ * 1' 6 ' 9 + 6 6 ,+ ' 6 6

(5)

D >!? ! B #+ ' < ' ! # ! % ; # >)@? >!?&)>!? ? ! @ ' ! # ! ! P ! " D *V_Sol 1+ * + * + * + 9 D *V_Sol 1 value + # /NN #NN = 0N ! @ ' ! % ! P # " D *V_Sol 2+ * + * + * + = * + D *V_Sol 2 value + # -NN 1/ #/N = %+ $ ' 9 3%&

& & '((( &

& & " ,+ ' . * + >)@? ?E >@= ?@! Q 5 5? ) * $ ?E *; = 5? @ AB+ =

Aileron Lenght L , Width W , Weight Wg

= Aileron 900, 1000, 1100, 1200, 1300, 1400, 1500 , 45,50,55, 60,65, 70,75 , 25,50,75, 100, 125, 150, 175, 200, 250, 300, 350,400, 450, 500, 550 = Aileron 1: L 20 W , 2: W 25,50, 75,100,125 ( . @6 Q Q 1 2 * 6 + 16 2+ 3 4 3 * P #NNN+ 4 9 K#6 K%6 K, K ->)@? ?J ?=? ! ?E6 D> >)@?!6 => ! > ! > ! ( ' P 3 4 R * + d_l 900, 1000, 1100, 1200, 1300, 1400, 1500 * + d_w 45,50, 55,60,65, 70,75 Q * + dwg 25, 50,75,100, 125, 150,175, 200, 250, 300, 350, 400, 450, 500, 550 1:l 20 w Xa1 900,45 , 1000, 50 , 1100,55 , 1200, 60 , 1300,65 , 1400, 70 , 1500,75 2: w 30.00 , 100.00 Xa2 45,50, 55,60,65, 70,75 > R =

* + dmt Carbon Fiber , Metal

>

( & 3: mt Carbon Fiber Xa3 4: l 1000.00 Xa4 -+ # ' ; - 9 3! ! ; 4 3> 4 0&1 0&22 Aileron " ! " " " " 0&1 % _0&1 ! ; - ! 1 3 D >)@? D >@@ Q? > E ?;? ? & E@?! ; D>@ ?! # % , - / 0 1 2 O #N ON N #NNN ##NN #%NN #,NN #-NN #/NN #-NN #,NN #%NN -/ /N // 0N 0/ 1N 1/ 1/ 1/ 1/ 1Ti # # # # # # # N 2 N 1 N / # % ; = 3 Ti # N % 2 4 ' 2 T_i 1 T_i Xa₂; 2 T_i 0 OtherwiseC 4 T_i 1 T_i Xa₄; 4 T_i 0 Otherwise

(6)

/+ ' ! # ! % . 1 4 ! # ' 1 ! # *V_Sol 1 l ,wg ,mt ; V 1 l , w ;V 1 VSol1+ 6 ( %+6

Comp Sol₁, ₁ _Aileron Single Slotted Flap 0.33

2 ! #' Comp Sol₁, ₂ 0.33 3 ! # ' Comp Sol₁, ₃ 3 metal 0.2 4 ! # #/NN ' Comp Sol₁, ₄ 4 1500 0 > ' ! # ( *-+ 2 M 4 Comp Sol₁, i 0 4 1 4 Comp Sol₁, _i 2 1 2 0.25 0.33² 0.33² 0.2² 0 0.253 *-+ ! % ' ) 1 ! % * Comp Sol₂, ₁ 1 1400, 75 0.8+ . 1/ ! % 2 ' Comp Sol₂, ₂ 2 75 1 . 3= 4 ! %

3 ' Comp Sol2, 3 3 Metal 0.2

. #-NN ! % 4 ' Comp Sol₂, ₄ ₄ 1400 0 > ' ! % 9 * 2+ ( / Comp Sol₂, i 0 4 1 4 Comp Sol₂, _i 2 1 2 0.25 0.8² 1² 0.2² 0²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