**************************************************************************************************************** Important Note: Please cite the following article(s): 1. C. S. Pedamallu, L. Ozdamar, and T. CSendes. Interval Partitioning Approach for Continuous Global Optimization. In: Models and Algorithms for Global Optimization, eds: Torn, A., Zilinskas, J., Springer, 2007. ISBN-10:0-387-36720-9 2. C. S. Pedamallu, L. Ozdamar, T.Csendes, and T. Vinko, Efficient interval partitioning approach for global optimization, Journal of Global Optimization, Accepted, 2008. For original reference for the below problem please refer the above article. **************************************************************************************************************** 1:// hs87 nnoneq=4; //no of nonlinear equalities nnonineq=0; //no of nonlinear inequalities tineq=0; //total no inequalties teq=6; //total no of equalities dim=11; //dimension starts from 1. Global optimia : -8654.42 Maximize: Z=0-((30*x7)+(31*x8)+(28*x9)+(29*x10)+(30*x11)) (0.000656500561892293*(x3^2))-(0.007629045301271*(x3*(x4*Cos(1.48477-x6))))-x1+300=0 (0.000656500561892293*(x4^2))-(0.007629045301271*(x3*(x4*Cos(1.48477+x6))))-x2=0 (0.00689584082973523*(x4^2))-(0.007629045301271*(x3*(x4*Sin(1.48477+x6))))-x5=0 (0.00689584082973523*(x3^2))-(0.007629045301271*(x3*(x4*Sin(1.48477-x6))))+200=0 x1-x7-x8=0 (x2-x9)-(x10+x11)=0 x1=[-400,400] x2=[-1000,1000] x3=[340,420] x4=[340,420] x5=[-1000,1000] x6=[-0.5236,0.5236] x7=[-300,300] x8=[-100,100] x9=[-100,100] x10=[-100,100] x11=[-800,800] 2:// Robot nnoneq=2; nnonineq=0; tineq=0; teq=2; dim=14; globalOptima=0.000; Maximize: Z=0-(((x1-x8)^2)+((x2-x9)^2)+((x3-x10)^2)+((x4-x11)^2)+((x5-x12)^2)+((x6-x13)^2)+((x7-x14)^2)) (Cos(x1)+Cos(x2)+Cos(x3)+Cos(x4))+(Cos(x5)+Cos(x6)+(0.5*Cos(x7)))-4=0 (Sin(x1)+Sin(x2)+Sin(x3)+Sin(x4))+(Sin(x5)+Sin(x6)+(0.5*Sin(x7)))-4=0 x1=[-10,10] x2=[-10,10] x3=[-10,10] x4=[-10,10] x5=[-10,10] x6=[-10,10] x7=[-10,10] x8=[-10,10] x9=[-10,10] x10=[-10,10] x11=[-10,10] x12=[-10,10] x13=[-10,10] x14=[-10,10] 3:// O32 nnoneq=0; nnonineq=6; tineq=6; teq=0; dim=5; global optima=50740.7164 Maximize: Z=0-((37.293239*x1)+(0.8356891*(x5*x1))+(5.3578547*(x3^2))-40792.141) (0.0056858*(x2*x5))+(0.0006262*(x1*x4))-(0.0022053*(x3*x5))-6.665593<=0 0-((0.0022053*(x3*x5))+(0.0056858*(x2*x5))+(0.0006262*(x1*x4))+85.334407)<=0 (0.0071317*(x2*x5))+(0.0021813*(x3^2))+(0.0029955*(x1*x2))-29.48751<=0 9.48751-(0.0071317*(x2*x5))-(0.0021813*(x3^2))-(0.0029955*(x1*x2))<=0 (0.0047026*(x3*x5))+(0.0019085*(x3*x4))+(0.0012547*(x1*x3))-15.699039<=0 10.699039-(0.0047026*(x3*x5))-(0.0019085*(x3*x4))-(0.0012547*(x1*x3))<=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] 4:// aircraftb nnoneq=5; nnonineq=0; tineq=0; teq=10; dim=15; global optima =0.00 0-(((x1+x6)^2)+((x2+x7)^2)+((x3+x8)^2)+((x4+x9)^2)+((x5+x10)^2))>=0 x1-((8.39*(x13*x14))-(0.727*(x12*x13))-(684.4*(x14*x15))+(63.5*(x14*x12)))=0 x2-((0.949*(x11*x13))+(0.173*(x11*x15)))=0 x3-((1.132*(x14*x12))-(0.716*(x11*x12))-(1.578*(x11*x14)))=0 (x11*x15)+x4=0 x5-(x11*x14)=0 x6+(3.933*x11)-(0.107*x12)-(0.126*x13)+(9.99*x15)+4.583=0 x7+(0.987*x12)+(22.95*x14)-1.4185=0 x8-(0.002*x11)+(0.235*x13)-(5.67*x15)+0.0921=0 x9-x12+x14-0.0084=0 (x10+x13)+(0.196*x15)+0.00071=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] x6=[-1000,1000] x7=[-1000,1000] x8=[-1000,1000] x9=[-1000,1000] x10=[-1000,1000] x11=[-1000,1000] x12=[-1000,1000] x13=[-1000,1000] x14=[-1000,1000] x15=[-1000,1000] 5:// hs053 nnoneq=0; nnonineq=0; tineq=0; teq=3; dim=5; Global Optima= -4.09302326 Maximize Z=0-(((x1-x2)^2)+((x2+x3-2)^2)+((x4-1)^2)+((x5-1)^2)) x1+(3*x2)=0 x3+x4-(2*x5)=0 x2-x5=0 x1=[-10,10] x2=[-10,10] x3=[-10,10] x4=[-10,10] x5=[-10,10] 6://ex5_2_4 nnoneq=0; nnonineq=3; tineq=5; teq=1; dim=7; Global optima = 450 Maximize Z=((5*x7)+(9*x4)+(15*x5)-x6)-((6*(x1*x4))+(16*(x2*x4))+(15*(x3*x4))+(6*(x1*x5))+(16*(x2*x5))+(15*(x3*x5))) x1+x2+x3-1=0 x5+x7-200<=0 x4+x6-100<=0 (0.5*x7)+(3*(x1*x5))+(x2*x5)+(x3*x5)-(1.5*x5)<=0 (3*(x4*x1))+(x4*x2)+(x4*x3)-(2.5*x4)-(0.5*x6)<=0 (x3*x4)+(x3*x5)-50<=0 x1=[0,1] x2=[0,1] x3=[0,1] x4=[0,100] x5=[0,200] x6=[0,100] x7=[0,200] 7://hs056 nnoneq=4; nnonineq=0; tineq=0; teq=4; dim=7; Global Optima=3.456 Maximize Z=(x5*(x6*x7))>=0 x5+(2*x6)+(2*x7)-(7.2000000000000002*(Sin(x4)^2))=0 x5-(4.2000000000000002*(Sin(x1)^2))=0 x7-(4.2000000000000002*(Sin(x3)^2))=0 x6-(4.2000000000000002*(Sin(x2)^2))=0 x1=[0,1000] x2=[0,1000] x3=[0,1000] x4=[0,1000] x5=[0,1000] x6=[0,1000] x7=[0,1000] 8://S355 nnoneq=5; nnonineq=0; tineq=0; teq=5; dim=8; Global Optima=-44.1328 Maximize Z=0-((x1^2)+(x2^2)) (x5*x8)+(x6*x8)-(x7*x8)+x1-11=0 (x6*(x8*x5))-(x6*(x8*x7))-(10*x6)-(x5-x7+x8-x2)=0 (4*(x5*x8))+(4*(x6*x8))-(x7*x8)+x3-11=0 (8*(x6*(x8*x5)))-(2*(x6*(x8*x7)))-(2*x5)-(20*x6)+(0.5*x7)-(2*x8)+ x4=0 ((x1^2)+(x2^2))-((x3^2)+(x4^2))=0 x1=[-10000,10000] x2=[-10000,10000] x3=[-10000,10000] x4=[-10000,10000] x5=[0.1,10000] x6=[0.1,10000] x7=[-10000,10000] x8=[-10000,10000] 9://S203 nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Global Optima=0.00 Maximize Z=0-((x1^2)+(x2^2)+(x3^2)) ((1-x5)*x4)+x1-1.5=0 ((1-(x5^2))*x4)+x2-2.25=0 ((1-(x5^3))*x4)+x3-2.625=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] 10://ex9_1_4 nnoneq=4; nnonineq=0; tineq=0; teq=9; dim=10; Global optima=37 Maximize Z=(4*x10)-x9 x5+(5*x6)-(3*x7)-x8+1=0 x4-x10=0 x3+(2*x9)-(3*x10)+4=0 x2+(2*x9)+(5*x10)-108=0 x1-(2*x9)+x10=0 (x1*x5)=0 (x2*x6)=0 (x4*x8)=0 (x3*x7)=0 x1=[0,200] x2=[0,200] x3=[0,200] x4=[0,200] x5=[0,200] x6=[0,200] x7=[0,200] x8=[0,200] x9=[0,200] x10=[0,200] 11://mwright nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Global Optima=-1.288 Maximize Z=0-((x1^2)+((x1-x2)^2)+((x2-x3)^3)+((x3-x5)^4)+((x5-x4)^4)) (x1*x4)-2=0 (x2+x5)-((x3^2)+0.82842712474619029)=0 x1+(x2^2)+(x3^2)-6.2426406871192857=0 x1=[-10,10] x2=[-10,10] x3=[-10,10] x4=[-10,10] x5=[-10,10] 12://mhw4d nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Global Optima=-0.0293 Maximize Z=0-(((x1-1)^2)+((x1-x2)^2)+((x2-x3)^3)+((x3-x5)^4)+((x5-x4)^4)) (x1*x4)-2=0 x2+x5-(x3^2)-0.82842712474618996=0 x1+(x2^2)+(x3^3)-6.2426406871192901=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] 13://Genhs28 nnoneq=0; nnonineq=0; tineq=0; teq=8; dim=10; Global optima= -0.927 Maximize Z= 0-(((x1+x2)^2)+((x2+x3)^2)+((x3+x4)^2)+((x4+x5)^2)+((x5+x6)^2)+((x6+x7)^2)+((x7+x8)^2)+((x8+x9)^2)+((x9+x10)^2)) x1+(2*x2)+(3*x3)-1=0 x2+(2*x3)+(3*x4)-1=0 x3+(2*x4)+(3*x5)-1=0 x4+(2*x5)+(3*x6)-1=0 x5+(2*x6)+(3*x7)-1=0 x6+(2*x7)+(3*x8)-1=0 x7+(2*x8)+(3*x9)-1=0 x8+(2*x9)+(3*x10)-1=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] x6=[-1000,1000] x7=[-1000,1000] x8=[-1000,1000] x9=[-1000,1000] x10=[-1000,1000] 14://hs407 nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Global optima=0.027 Maximize Z=0-(((x1-x2)^2)+((x2-x3)^3)+(((x3-x4)^2)^2)+(((x4-x5)^2)^2)) (x2^2)+(x3^3)+x1-3=0 x2+x4-(x3^2)-1=0 (x1*x5)-1=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] 15://dipigri nnoneq=0; nnonineq=4; tineq=4; teq=0; dim=7; Global optima=-680.63 Maximize Z=0-(((x1-10)^2)+(5*((x2-12)^2))+(x3^4)+(3*((x4-11)^2))+(10*(x5^6))+(7*(x6^2))+(x7^4)-(4*(x6*x7))-(10*x6)-(8*x7)) (2*(x1^2))+(3*(x2^4))+(4*(x4^2))+x3+(5*x5)-127<=0 (10*(x3^2))+(7*x1)+(3*x2)+x4-x5-282<=0 (x2^2)+(6*(x6^2))+(23*x1)-(8*x7)-196<=0 (4*(x1^2))+(x2^2)-(3*(x1*x2))+(2*(x3^2))+(5*x6)-(11*x7)<=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] x6=[-1000,1000] x7=[-1000,1000] 16://bt11 nnoneq=2; nnonineq=0; tineq=0; teq=3; dim=5; Global optia=-0.825 Maximize Z=0-(((x1-1)^2)+((x1-x2)^2)+((x2-x3)^2)+((x3-x4)^4)+((x4-x5)^4)) (x2^2)+(x3^3)+x1-2.24264068711928=0 x2+x4-(x3^2)-0.82842712474619=0 (x1-x5)-2=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] 17://dengen1pa nnoneq=0; nnonineq=0; tineq=0; teq=14; dim=20; Global optima=-3.060 Maximize Z=0-((0.01*x2)+(33.332999999999998*x3)+(100*x4)+(0.01*x5)+(33.343000000000004*x6)+(100.01000000000001*x7)+(33.332999999999998*x8)+(133.33000000000001*x9)+(100*x10)) (0.0084100000000000008*x12)-(0.084059999999999996*x13)-(0.20666999999999999*x14)+(20.658000000000001*x16)+(1.0700000000000001*x18)-(10.5*x19)=0 (0.0062899999999999996*x11)-(0.20555000000000001*x12)-(4.1105999999999998*x13)+(101.04000000000001*x15)+(505.10000000000002*x16)-(256.72000000000003*x19)=0 (0.25220999999999999*x12)-(0.0025699999999999998*x11)-(6.2000000000000002*x14)+(1.0900000000000001*x17)=0 (0.0025200000000000001*x13)-(0.0000025741999999999998*x11)-(0.61975000000000002*x16)+(1.03*x20)=0 (0.002*x4)-(1.02*x10)+(100*x16)+(0.029999999999999999*x19)+(0.01*x20)=0 (0.02*x3)-(1.0600000000000001*x8)+(100*x14)+(0.029999999999999999*x17)+(0.01*x19)=0 (0.001*x3)+(0.01*x4)-(1.04*x9)+(100*x15)+(0.029999999999999999*x18)+(0.01*x19)=0 (0.001*x2)+(0.48899999999999999*x4)-(101.03*x7)+(100*x13)+(0.029999999999999999*x15)+(0.01*x16)=0 (0.01*x2)+(0.48899999999999999*x3)-(101.03*x6)+(100*x12)+(0.029999999999999999*x14)+(0.01*x15)=0 x1+(2*x2)+(2*x3)+(2*x4)+x5+(2*x6)+(2*x7)+x8+(2*x9)+x10-0.70784999999999998=0 (0.97799999999999998*x2)-(201*x5)+(100*x11)+(0.029999999999999999*x12)+(0.01*x13)=0 (0.00066666999999999996*x1)-(1.01*x4)+(200*x7)+(0.059999999999999998*x9)+(0.02*x10)=0 (0.0066667000000000002*x1)-(1.03*x3)+(200*x6)+(0.059999999999999998*x8)+(0.02*x9)=0 (0.32600000000000001*x1)-(101*x2)+(200*x5)+(0.059999999999999998*x6)+(0.02*x7)=0 x1=[0,1] x2=[0,1] x3=[0,1] x4=[0,1] x5=[0,1] x6=[0,1] x7=[0,1] x8=[0,1] x9=[0,1] x10=[0,1] x11=[0,1] x12=[0,1] x13=[0,1] x14=[0,1] x15=[0,1] x16=[0,1] x17=[0,1] x18=[0,1] x19=[0,1] x20=[0,1] 18://hs108 nnoneq=0; nnonineq=12; tineq=12; teq=0; dim=9; Global optima=0.866 Maximize Z=0-((0.5*(x2*x3))-(0.5*(x1*x4))-(0.5*(x3*x9))-(0.5*(x5*x8))+(0.5*(x5*x9))+(0.5*(x6*x7))) (x6*x7)-(x5*x8)<=0 (x2*x3)-(x1*x4)<=0 0-(x3*x9)<=0 x5*x9<=0 (x7^2)+((x8-x9)^2)-1<=0 (x3^2)+(x4^2)-1<=0 ((x3-x5)^2)+((x4-x6)^2)-1<=0 (x5^2)+(x6^2)-1<=0 (x1^2)+((x2-x9)^2)-1<=0 ((x3-x7)^2)+((x4-x8)^2)-1<=0 ((x1-x5)^2)+((x2-x6)^2)-1<=0 ((x1-x7)^2)+((x2-x8)^2)-1<=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] x6=[-100,100] x7=[-100,100] x8=[-100,100] x9=[0,1] 19://s336 nnoneq=1; nnonineq=0; tineq=0; teq=2; dim=3; Global optima=5.079 Maximize Z=(7*x1)-(6*x2)+(4*x3) (5*x1)+(5*x2)-(3*x3)-6=0 (x1^2)+(2*(x2^2))+(3*(x3^2))-1=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] 20://hs080 nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Global optima=-0.054 Maximize Z=0-(Exp(x1*(x2*(x3*(x4*x5))))) (x1^2)+(x2^2)+(x3^2)+(x4^2)+(x5^2)-10=0 (x2*x3)-(5*(x4*x5))=0 (x1^3)+(x2^3)+1=0 x1=[-2.3,2.3] x2=[-2.3,2.3] x3=[-3.2,3.2] x4=[-3.2,3.2] x5=[-3.2,3.2] 21://s262 nnoneq=0; nnonineq=0; tineq=3; teq=1; dim=4; Global optima=247 Maximize Z=0-((0.5*x1)+x2+(0.5*x3)+x4) x1+x2+x3+x4-10<=0 (0.2*x1)+(0.5*x2)+x3+(2*x4)-10<=0 (2*x1)+x2+(0.5*x3)+(0.2*x4)-10<=0 x1+x2+x3-(2*x4)-6=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] 22://hs043 nnoneq=0; nnonineq=3; tineq=3; teq=0; dim=4; Global optima=83.098 Maximize Z=(x1^2)+(x2^2)+(2*(x3^2))+(x4^2)-(5*x1)-(5*x2)-(21*x3)+(7*x4) (x1^2)+(x2^2)+(x3^2)+(x4^2)+x1-x2+x3-x4-8<=0 (x1^2)+(2*(x2^2))+(x3^2)+(2*(x4^2))-x1-x4-10<=0 (2*(x1^2))+(x2^2)+(x3^2)+(2*x1)-x2-x4-5<=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] 23://median_socp_vareps nnoneq=0; nnonineq=3; tineq=3; teq=0; dim=5; Global optima=399.9999 Maximize Z=x1+x3+x4+x5 Sqrt((x1^2)+((x2-0.171747132)^2))-x3<=0 Sqrt((x1^2)+((x2-0.843266708)^2))-x4<=0 Sqrt((x1^2)+((x2-0.550375356)^2))-x5<=0 x1=[0,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] 24://fermat_socp_eps nnoneq=0; nnonineq=3; tineq=3; teq=0; dim=5; Global optima=300 Maximize Z=x3+x4+x5 Sqrt(0.00000002+(x1^2)+(x2^2))-x3<=0 Sqrt(0.00000002+((x1-4)^2)+(x2^2))-x4<=0 Sqrt(0.00000002+((x1-2)^2)+((x2-4)^2))-x5<=0 x1=[0,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] 25://lootsma nnoneq=0; nnonineq=2; tineq=2; teq=0; dim=3; Global optima=-1.414 Maximize Z=(6*(x1^2))-(11*x1)-x3-(x1^3) 4-((x1^2)+(x2^2)+(x3^2))<=0 (x1^2)+(x2^2)-(x3^2)<=0 x1=[0,5] x2=[0,5] x3=[0,5] 26://madsen nnoneq=0; nnonineq=6; tineq=6; teq=0; dim=3; Global optima=-0.616 Maximize Z=0-x3 0-(Cos(x2)+x3)<=0 (x1^2)+(x2^2)+(x1*x2)-x3<=0 Cos(x2)-x3<=0 0-(Sin(x1)+x3)<=0 0-(x3+(x1^2)+(x2^2)+(x1*x2))<=0 Sin(x1)-x3<=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] 27://bt4 nnoneq=1; nnonineq=0; tineq=0; teq=2; dim=3; Global optima=45.511 Maximize Z=0-(x2-x1+(x1^3)) x1+x2+x3-1=0 (x1^2)+(x2^2)+(x3^2)-25=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] 28://bt8 nnoneq=2; nnonineq=0; tineq=0; teq=2; dim=5; Global optima=-1.00 Maximize Z=0-((x1^2)+(x2^2)+(x5^2)) x1+(x2^2)-(x3^2)-1=0 (x1^2)+(x2^2)-(x4^2)-1=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] 29://bt12 nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Global optima=-6.188 Maximize Z=0-((x2^2)+(0.01*(x1^2))) x1+x2-(x3^2)-25=0 x1-(x5^2)-2=0 (x2^2)+(x1^2)-(x4^2)-25=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] 30://matrix2 nnoneq=0; nnonineq=2; tineq=2; teq=0; dim=6; Global optmia=0.000 Maximize: Z=0-(((x1-x4)^2)+((x3-x6)^2)+(2*((x2-x5)^2))) (x4*x6)-(x5^2)<=0 (x2^2)-(x1*x3)<=0 x1=[0,100] x2=[-100,100] x3=[0,100] x4=[-100,0] x5=[-100,100] x6=[-100,0] 31://minmaxrb nnoneq=0; nnonineq=2; tineq=4; teq=0; dim=3; Global optima=0.000 Maximize: Z=0-x3 x1-x3-1<=0 1-(x1+x3)<=0 (10*x2)+x3-(10*(x1^2))<=0 (10*(x1^2))-(10*x2)+x3<=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] 32://bt7 nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=5; Maximize: Z=0-(((x1-1)^2)+(100*((x2-(x1^2))^2))) x1+(x5^2)-0.5=0 (x1*x2)-(x3^2)-1=0 x1+(x2^2)-(x4^2)=0 x1=[-100,100] x2=[-100,100] x3=[-100,100] x4=[-100,100] x5=[-100,100] 33://Steifold nnoneq=3; nnonineq=0; tineq=0; teq=3; dim=4; Global optima=2.5 Maximize: Z=(x1^2)+(0.5*(x2^2))+(x3^2)+(1.5*(x4^2)) (x1^2)+(x2^2)-1=0 (x3^2)+(x4^2)-1=0 (x1*x3)+(x2*x4)=0 x1=[-100000,100000] x2=[-100000,100000] x3=[-100000,100000] x4=[-100000,100000] 34://ex9_2_5 nnoneq=3; nnonineq=0; tineq=0; teq=7; dim=8; Maximize: Z=0-(((x7-2)^2)+((x8-3)^2)) (x3*x6)=0 (x2*x5)=0 (x1*x4)=0 x4-(2*x5)+(2*x6)+(2*x7)-10=0 x3+(2*x7)+x8-14=0 x2-(2*x7)+x8-2=0 x1+x7-(2*x8)-1=0 x1=[0,100] x2=[0,100] x3=[0,100] x4=[0,100] x5=[0,100] x6=[0,100] x7=[0,100] x8=[0,8] 35://ex14_1_5 nnoneq=0; nnonineq=2; tineq=2; teq=4; dim=6; Global optima=0.00 Maximize: Z=0-x6 (x1*(x2*(x3*(x4*x5))))-x6-1<=0 1-x6-(x1*(x2*(x3*(x4*x5))))<=0 x1+x2+x3+(2*x4)+x5-6=0 x1+x2+(2*x3)+x4+x5-6=0 x1+(2*x2)+x3+x4+x5-6=0 (2*x1)+x2+x3+x4+x5-6=0 x1=[-2,2] x2=[-2,2] x3=[-2,2] x4=[-2,2] x5=[-2,2] x6=[-2,2] 36:// AKYL nnoneq=6; nnonineq=0; tineq=0; teq=7; dim=14; Global optima=1.765 Maximize: Z=0-((5.04*x3)+x4+(0.34999999999999998*x13)+(3.3599999999999999*x14)-(6.2999999999999998*(x1*x2))) x1-(0.81967213114754101*x3)-(0.81967213114754101*x14)=0 1.3300000000000001-(3*x2)+(x8*x12)=0 (22.199999999999999*x8)+(x7*x11)-35.82=0 (0.00038000000000000002*(x6^2))-(0.32500000000000001*x5)-(0.010980000000000002*x6)+(x2*x10)-0.57425000000000004=0 (0.97999999999999998*x4)-(x5*x4)-(0.01*(x5*(x1*x7)))=0 (0.0067000000000000002*(x3*(x6^2)))+(x1*x9)-(0.13167000000000001*(x3*x6))-(1.1200000000000001*x3)=0 (10*x13)+x14-(x3*x6)=0 x1=[1,5] x2=[0.90000000000000002,0.94999999999999996] x3=[0,2] x4=[0,1.2] x5=[0.84999999999999998,0.93000000000000005] x6=[3,12] x7=[1.2,4] x8=[1.45,1.6200000000000001] x9=[0.98999999999999999,1.0101010101010099] x10=[0.98999999999999999,1.0101010101010099] x11=[0.90000000000000002,1.112] x12=[0.98999999999999999,1.0101010101010099] x13=[0,1.6000000000000001] x14=[0,2] 37://mistake nnoneq=0; nnonineq=12; tineq=12; teq=0; dim=9; Global optima=1.00 Maximize: Z=(0.5*(x1*x4))+(0.5*(x3*x9))+(0.5*(x5*x8)))-((0.5*(x2*x3))+(0.5*(x5*x9))+(0.5*(x6*x7))) 0-(x5*x9)<=0 (x2*x3)-(x1*x4)<=0 (x6*x7)-(x5*x8)<=0 0-(x8*x9)<=0 (x7^2)+(x8*x9)-1<=0 (x3^2)+(x4^2)-1<=0 ((x3-x7)^2)+((x4-x8)^2)-1<=0 (x5^2)+(x6^2)-1<=0 (x1^2)+((x2-x9)^2)-1<=0 ((x3-x5)^2)+((x4-x6)^2)-1<=0 ((x1-x5)^2)+((x2-x6)^2)-1<=0 ((x1-x7)^2)+((x2-x8)^2)-1<=0 x1=[0,500] x2=[0,500] x3=[0,500] x4=[0,100] x5=[0,200] x6=[0,500] x7=[0,500] x8=[0,500] x9=[0,1] 38://Dispatch nnoneq=1; nnonineq=0; tineq=1; teq=1; dim=4; Global optima=-3155.2879 Maximize: Z=0-((11.669*x1)+(10.333*x2)+(10.833*x3)+(0.0053299999999999997*(x1^2))+(0.0088900000000000003*(x2^2))+(0.0074099999999999999*(x3^2))+653.10000000000002) 210-x1-x2-x3+x4<=0 (0.00076599999999999997*x1)+(0.000034199999999999998*x2)-(0.00018900000000000001*x3)+x4-(0.00067599999999999995*(x1^2))-(0.00052099999999999998*(x2^2))-(0.00029399999999999999*(x3^2))-(0.0001906*(x1*x2))+(0.000050699999999999999*(x1*x3))+(0.000050699999999999999*(x1*x3))-(0.00018020000000000002*(x2*x3))-0.040356999999999997=0 x1=[50,200] x2=[37.5,150] x3=[45,180] x4=[0,200] 39://avgasb nnoneq=0; nnonineq=10; tineq=10; teq=0; dim=8; Global optima=4.483 Maximize: Z=((2*x2)+(3*x4)+(2*x5)+(4*x6)+(3*x7)+(5*x8)+(x1*x2)+(x2*x3)+(x3*x4)+(x4*x5)+(x5*x6)+(x6*x7)+(x7*x8)+x3)-((2*(x1^2))+(2*(x2^2))+(2*(x3^2))+(2*(x4^2))+(2*(x5^2))+(2*(x6^2))+(2*(x7^2))+(2*(x8^2))) (3*x6)+(2*x8)-x2<=0 x4-x2+(3*x6)+(5*x8)<=0 (3*x5)+x7-(5*x1)-(3*x3)<=0 x7-(2*x1)-x3<=0 x1+x3+x5+x7-2<=0 x2+x4+x6+x8-2<=0 x7+x8-1<=0 x5+x6-1<=0 x3+x4-1<=0 x1+x2-1<=0 x1=[0,1] x2=[0,1] x3=[0,1] x4=[0,1] x5=[0,1] x6=[0,1] x7=[0,1] x8=[0,1] 40://himmel11 nnoneq=3; nnonineq=0; tineq=1; teq=3; dim=9; Global optima=30665.54 Maximize: Z=40792.141000000003-(37.293239*x1)-(5000*x9)-(5.3578546999999999*(x2^2))-(0.83568909999999996*(x1*x3)) x1-(7*x2)+x3-(5*x9)<=0 x8+(4*x9)-(0.0012547000000000001*(x1*x2))-(0.0047026000000000004*(x2*x3))-(0.0019085*(x2*x5))-9.3009609999999991=0 x7-(0.0021813000000000002*(x2^2))-(0.0071317000000000004*(x3*x4))-(0.0029954999999999999*(x1*x4))-80.51249=0 x6+(2*x9)-(0.00062620000000000004*(x1*x5))+(0.0022052999999999999*(x2*x3))-(0.0056858000000000004*(x3*x4))-85.334406999999999=0 x1=[78,102] x2=[27,45] x3=[27,45] x4=[33,45] x5=[27,45] x6=[0,92] x7=[90,110] x8=[20,25] x9=[0,25] 41://ex_8_4_1 nnoneq=10; nnonineq=0; tineq=0; teq=10; dim=22; Global optima=-0.619 Maximize: Z=0-((x1^2)+((x2-0.90000000000000002)^2)+((x3-1.8)^2)+((x4-2.6000000000000001)^2)+((x5-3.2999999999999998)^2)+((x6-4.4000000000000004)^2)+((x7-5.2000000000000002)^2)+((x8-6.0999999999999996)^2)+((x9-6.5)^2)+((x10-7.4000000000000004)^2)+((x12-5.9000000000000004)^2)+((x13-5.4000000000000004)^2)+((x14-4.4000000000000004)^2)+((x15-4.5999999999999996)^2)+((x16-3.5)^2)+((x17-3.7000000000000002)^2)+((x18-2.7999999999999998)^2)+((x19-2.7999999999999998)^2)+((x20-2.3999999999999999)^2)+((x21-1.5)^2)) (x10*x11)-x21+x22=0 (x9*x11)-x20+x22=0 (x8*x11)-x19+x22=0 (x7*x11)-x18+x22=0 (x6*x11)-x17+x22=0 (x5*x11)-x16+x22=0 (x4*x11)-x15+x22=0 (x3*x11)-x14+x22=0 (x2*x11)-x13+x22=0 (x1*x11)-x12+x22=0 x1=[-0.5,0.5] x2=[0.4,1.4] x3=[1.3,3] x4=[2.1,3.1] x5=[2.7999999999999998,3.7999999999999998] x6=[3.8999999999999999,4.9000000000000004] x7=[4.7000000000000002,5.7000000000000002] x8=[5.5999999999999996,6.5999999999999996] x9=[6,7] x10=[6.9000000000000004,7.9000000000000004] x11=[-2,2] x12=[5.4000000000000004,6.4000000000000004] x13=[4.9000000000000004,5.9000000000000004] x14=[3.8999999999999999,4.9000000000000004] x15=[4.0999999999999996,5.0999999999999996] x16=[3,4] x17=[3.2000000000000002,4.2000000000000002] x18=[2.2999999999999998,3.2999999999999998] x19=[2.2999999999999998,3.2999999999999998] x20=[1.8999999999999999,2.8999999999999999] x21=[1,2] x22=[0,10] 42://Pgon nnoneq=0; nnonineq=15; tineq=20; teq=0; dim=12; Global optima=0.675 Maximize: Z=(0.5*((x8*(x7*Sin(x2-x1)))+(x9*(x8*Sin(x3-x2)))+(x10*(x9*Sin(x4-x3)))+(x11*(x10*Sin(x5-x4)))+(x12*(x11*Sin(x6-x5))))) (x7^2)+(x8^2)-(2*(x7*(x8*Cos(x2-x1))))-1<=0 (x7^2)+(x9^2)-(2*(x7*(x9*Cos(x3-x1))))-1<=0 (x7^2)+(x10^2)-(2*(x7*(x10*Cos(x4-x1))))-1<=0 (x7^2)+(x11^2)-(2*(x7*(x11*Cos(x5-x1))))-1<=0 (x7^2)+(x12^2)-(2*(x7*(x12*Cos(x6-x1))))-1<=0 (x8^2)+(x9^2)-(2*(x8*(x9*Cos(x3-x2))))-1<=0 (x8^2)+(x10^2)-(2*(x8*(x10*Cos(x4-x2))))-1<=0 (x8^2)+(x11^2)-(2*(x8*(x11*Cos(x5-x2))))-1<=0 (x8^2)+(x12^2)-(2*(x8*(x12*Cos(x6-x2))))-1<=0 (x9^2)+(x10^2)-(2*(x9*(x10*Cos(x4-x3))))-1<=0 (x9^2)+(x11^2)-(2*(x9*(x11*Cos(x5-x3))))-1<=0 (x9^2)+(x12^2)-(2*(x9*(x12*Cos(x6-x3))))-1<=0 (x10^2)+(x11^2)-(2*(x10*(x11*Cos(x5-x4))))-1<=0 (x10^2)+(x12^2)-(2*(x10*(x12*Cos(x6-x4))))-1<=0 (x11^2)+(x12^2)-(2*(x11*(x12*Cos(x6-x5))))-1<=0 x1-x2<=0 x2-x3<=0 x3-x4<=0 x4-x5<=0 x5-x6<=0 x1=[-3.14159265358979,0.2] x2=[-3.14159265358979,1.57432] x3=[1.57432,1.57432] x4=[-3.14159265358979,3.14159265358979] x5=[-3.14159265358979,3.14159265358979] x6=[3.14159265358979,3.14159265358979] x7=[-3.14159265358979,1] x8=[-3.14159265358979,1] x9=[1,1] x10=[-3.14159265358979,1] x11=[-3.14159265358979,1] x12=[0,0] 43://hs116 nnoneq=0; nnonineq=10; tineq=15; teq=0; dim=13; Global optima=-86.985 Maximize: Z=0-(x11+x12+x13) (1.262626*x10)-x13-(1.2310589999999999*(x3*x10))<=0 0.90000000000000002-x2+(0.002*(x2*x10))-(0.002*(x3*x10))<=0 (500*x2)-(500*x6)-(x2*x9)+(x6*x9)-(x2*x10)+(x3*x10)<=0 (0.034750000000000003*x2)-x5-(0.00975*(x2^2))+(0.97499999999999998*(x2*x5))<=0 x5+x6+(0.002*(x2*x9))-(0.002*(x1*x8))-(0.002*(x5*x8))-(0.002*(x6*x9))-1<=0 (x1*x8)-(x4*x7)-(x4*x8)-(x5*x7)<=0 (1.262626*x8)-x11-(1.2310589999999999*(x1*x8))<=0 (0.034750000000000003*x3)-x6-(0.00975*(x3^2))+(0.97499999999999998*(x3*x6))<=0 (1.262626*x9)-x12-(1.2310589999999999*(x2*x9))<=0 (0.034750000000000003*x1)-x4-(0.00975*(x1^2))+(0.97499999999999998*(x1*x4))<=0 50-(x11+x12+x13)<=0 (x11+x12+x13)-250<=0 (0.002*x7)-(0.002*x8)-1<=0 x1-x2<=0 x2-x3<=0 x1=[0.10000000000000001,1] x2=[0.10000000000000001,1] x3=[0.10000000000000001,1] x4=[0.0001,0.10000000000000001] x5=[0.10000000000000001,0.90000000000000002] x6=[0.10000000000000001,0.90000000000000002] x7=[0.10000000000000001,1000] x8=[0.10000000000000001,1000] x9=[500,1000] x10=[0.10000000000000001,500] x11=[1,150] x12=[0.0001,150] x13=[0.0001,150] 44://immum nnoneq=0; nnonineq=0; tineq=0; teq=7; dim=21; Global optima=0.00 Maximize: Z=0-((x1^2)+((50000-x2)^2)+((42000-x3)^2)+((40000-x4)^2)+((40000-x5)^2)+((45000-x6)^2)) x7-(40.9351218608642*x8)-(43.201865262881498*x9)-(45.347331110186801*x10)-(39.805625287986999*x11)-(41.312576949405297*x12)-(41.878149854114099*x13)-(42.140321344808399*x14)-(46.603891467033698*x15)=0 (1115.8195763046001*x11)+(1126.3428356729*x12)+(134.50350827059299*x13)+(136.452834477414*x14)+(185.185989647919*x15)+(1.0760017435043401*x20)-x21-x6=0 (1167.30216560492*x10)+(74.454899129982294*x11)+(84.724540389290297*x12)+(88.575655861530706*x13)+(89.859361018944199*x14)+(121.951989954281*x15)+(1.05*x19)-x20-x5=0 (75.456505608032998*x10)+(36.777120380385803*x11)+(41.849826639749402*x12)+(43.752091487010802*x13)+(44.386179769431202*x14)+(60.2383868299423*x15)+(1.02284761238063*x18)-x19-x4=0 (75.577639511960001*x10)+(36.836160434400703*x11)+(41.917010149490402*x12)+(43.822328792649103*x13)+(44.457435007035301*x14)+(60.3350903666908*x15)+(1.0391091639109*x17)-x18-x3=0 (1044.8072745632601*x8)+(1079.40354193291*x9)+(74.544203311322306*x10)+(36.332468840812503*x11)+(41.343843853338399*x12)+(43.2231094830356*x13)+(43.8495313596014*x14)+(59.510078273744703*x15)+(1.0094009315372301*x16)-x17-x2=0 0-(x1+x16)=0 x1=[0,187217.324724184] x2=[0,187217.324724184] x3=[0,187217.324724184] x4=[0,187217.324724184] x5=[0,187217.324724184] x6=[0,187217.324724184] x7=[0,187217.324724184] x8=[0,187217.324724184] x9=[0,187217.324724184] x10=[0,187217.324724184] x11=[0,187217.324724184] x12=[0,187217.324724184] x13=[0,187217.324724184] x14=[0,187217.324724184] x15=[0,187217.324724184] x16=[0,187217.324724184] x17=[0,187217.324724184] x18=[0,187217.324724184] x19=[0,187217.324724184] x20=[0,187217.324724184] x21=[0,187217.324724184] 45://S381 nnoneq=0; nnonineq=0; tineq=3; teq=1; dim=13; Global optima=98.683 Maximize: Z=(0.8*x1)+(1.1*x2)+(0.85*x3)+(3.45*x4)+(2*x5)+(2.1*x6)+(3*x7)+(0.8*x8)+(0.45*x9)+(0.72*x10)+(1.8*x11)+(3*x12)+(0.6*x13) 18-(((11.6*x1)+(13.7*x2)+(9.5*x3)+(48.5*x4)+(31.9*x5))+((51.1*x6)+(65.5*x7)+(21.8*x11)+(46.9*x12)))<=0 1-((0.05*x1)+(0.07*x2)+(0.33*x4)+(1.27*x6)+(1.27*x7)+(23.35*x8)+(35.84*x9)+(0.81*x10)+(1.79*x11)+(7.34*x12))<=0 0.9-((0.35*x1)+(0.37*x2)+(0.1*x3)+(0.62*x4)+(1.03*x6)+(1.69*x7)+(18.21*x8)+(0.01*x9)+(0.08*x10)+(0.31*x11)+(1.59*x12)+(22.45*x13))<=0 (x1+x2+x3+x4+x5+x6+x7)+(x8+x9+x10+x11+x12+x13)-1=0 x1=[-10,10] x2=[-10,10] x3=[-10,10] x4=[-10,10] x5=[-10,10] x6=[-10,10] x7=[-10,10] x8=[-10,10] x9=[-10,10] x10=[-10,10] x11=[-10,10] x12=[-10,10] x13=[-10,10] 46://degenlpb nnoneq=0; nnonineq=0; tineq=0; teq=15; dim=20; Global optima=30.742 Maximize: Z=((0.01*x2)+(33.332999999999998*x3)+(100*x4)+(0.01*x5)+(33.343000000000004*x6))+((100.01000000000001*x7)+(33.332999999999998*x8)+(133.33000000000001*x9)+(100*x10)) ((300*x2)+(0.089999999999999997*x3))+((0.029999999999999999*x4)-x1)=0 (0.0084100000000000008*x12)-(0.084059999999999996*x13)-(0.20666999999999999*x14)+(20.658000000000001*x16)+(1.0700000000000001*x18)-(10.5*x19)=0 (0.0062899999999999996*x11)-(0.20555000000000001*x12)-(4.1105999999999998*x13)+(101.04000000000001*x15)+(505.10000000000002*x16)-(256.72000000000003*x19)=0 ((1.0900000000000001*x17)-(0.0025699999999999998*x11))+((0.25220999999999999*x12)-(6.2000000000000002*x14))=0 ((0.0025200000000000001*x13)-(0.0000025741999999999998*x11))-((0.61975000000000002*x16)+(1.03*x20))=0 (0.002*x4)-(1.02*x10)+(100*x16)+(0.029999999999999999*x19)+(0.01*x20)=0 (0.02*x3)-(1.0600000000000001*x8)+(100*x14)+(0.029999999999999999*x17)+(0.01*x19)=0 (0.001*x3)+(0.01*x4)-(1.04*x9)+(100*x15)+(0.029999999999999999*x18)+(0.01*x19)=0 (0.001*x2)+(0.48899999999999999*x4)-(101.03*x7)+(100*x13)+(0.029999999999999999*x15)+(0.01*x16)=0 x1+(2*x2)+(2*x3)+(2*x4)+x5+(2*x6)+(2*x7)+x8+(2*x9)+x10-0.70784999999999998=0 (0.01*x2)+(0.48899999999999999*x3)-(101.03*x6)+(100*x12)+(0.029999999999999999*x14)+(0.01*x15)=0 (0.97799999999999998*x2)-(201*x5)+(100*x11)+(0.029999999999999999*x12)+(0.01*x13)=0 (0.00066666999999999996*x1)-(1.01*x4)+(200*x7)+(0.059999999999999998*x9)+(0.02*x10)=0 ((0.0066667000000000002*x1)-(1.03*x3))+((200*x6)+(0.059999999999999998*x8)+(0.02*x9))=0 ((0.32600000000000001*x1)-(101*x2))+((200*x5)+(0.059999999999999998*x6)+(0.02*x7))=0 x1=[0,1] x2=[0,1] x3=[0,1] x4=[0,1] x5=[0,1] x6=[0,1] x7=[0,1] x8=[0,1] x9=[0,1] x10=[0,1] x11=[0,1] x12=[0,1] x13=[0,1] x14=[0,1] x15=[0,1] x16=[0,1] x17=[0,1] x18=[0,1] x19=[0,1] x20=[0,1] 47://eigminc nnoneq=22; nnonineq=0; tineq=0; teq=22; dim=22; Global optima=1.00 Maximize: Z=0-x1 ((x2^2)+(x3^2)+(x4^2)+(x5^2)+(x6^2)+(x7^2)+(x8^2)+(x9^2)+(x10^2)+(x11^2))+((x12^2)+(x13^2)+(x14^2)+(x15^2)+(x16^2)+(x17^2)+(x18^2)+(x19^2)+(x20^2)+(x21^2)+(x22^2))-1=0 (x2*x1)-(10*x2)-x3=0 (x3*x1)-(9*x3)-x2-x4=0 (x4*x1)-(8*x4)-x3-x5=0 (x5*x1)-(7*x5)-x4-x6=0 (x6*x1)-(6*x6)-x5-x7=0 (x7*x1)-(5*x7)-x6-x8=0 (x8*x1)-(4*x8)-x7-x9=0 (x9*x1)-(3*x9)-x8-x10=0 (x10*x1)-(2*x10)-x9-x11=0 (x11*x1)-x11-x10-x12=0 (x12*x1)-x11-x13=0 (x13*x1)+x13-x12-x14=0 (x14*x1)+(2*x14)-x13-x15=0 (x15*x1)+(3*x15)-x14-x16=0 (x16*x1)+(4*x16)-x15-x17=0 (x17*x1)+(5*x17)-x16-x18=0 (x18*x1)+(6*x18)-x17-x19=0 (x19*x1)+(7*x19)-x18-x20=0 (x20*x1)+(8*x20)-x19-x21=0 (x21*x1)+(9*x21)-x20-x22=0 (x22*x1)+(10*x22)-x21=0 x1=[-1,1] x2=[-1,1] x3=[-1,1] x4=[-1,1] x5=[-1,1] x6=[-1,1] x7=[-1,1] x8=[-1,1] x9=[-1,1] x10=[-1,1] x11=[-1,1] x12=[-1,1] x13=[-1,1] x14=[-1,1] x15=[-1,1] x16=[-1,1] x17=[-1,1] x18=[-1,1] x19=[-1,1] x20=[-1,1] x21=[-1,1] x22=[-1,1] 48://ex_8_4_2 nnoneq=10; nnonineq=0; tineq=0; teq=10; dim=24; Global optima=-0.485 Maximize: Z=0-((x1^2)+((x2-0.9)^2)+((x3-1.8)^2)+((x4-2.6)^2)+((x5-3.3)^2)+((x6-4.4)^2)+((x7-5.2)^2)+((x8-6.1)^2)+((x9-6.5)^2)+((x10-7.4)^2)+((x14-5.9)^2)+((x15-5.4)^2)+((x16-4.4)^2)+((x17-4.6)^2)+((x18-3.5)^2)+((x19-3.7)^2)+((x20-2.8)^2)+((x21-2.8)^2)+((x22-2.4)^2)+((x23-1.5)^2)) (x10*x11)+(x12*(x10^2))+(x13*(x10^3))-x23+x24=0 (x9*x11)+(x12*(x9^2))+(x13*(x9^3))-x22+x24=0 (x8*x11)+(x12*(x8^2))+(x13*(x8^3))-x21+x24=0 (x7*x11)+(x12*(x7^2))+(x13*(x7^3))-x20+x24=0 (x6*x11)+(x12*(x6^2))+(x13*(x6^3))-x19+x24=0 (x5*x11)+(x12*(x5^2))+(x13*(x5^3))-x18+x24=0 (x4*x11)+(x12*(x4^2))+(x13*(x4^3))-x17+x24=0 (x3*x11)+(x12*(x3^2))+(x13*(x3^3))-x16+x24=0 (x2*x11)+(x12*(x2^2))+(x13*(x2^3))-x15+x24=0 (x1*x11)+(x12*(x1^2))+(x13*(x1^3))-x14+x24=0 x1=[-0.5,0.5] x2=[0.4,1.4] x3=[1.3,3] x4=[2.1,3.1] x5=[2.7999999999999998,3.7999999999999998] x6=[3.8999999999999999,4.9000000000000004] x7=[4.7000000000000002,5.7000000000000002] x8=[5.5999999999999996,6.5999999999999996] x9=[6,7] x10=[6.9000000000000004,7.9000000000000004] x11=[-2,2] x12=[-2,2] x13=[-2,2] x14=[5.4000000000000004,6.4000000000000004] x15=[4.999999999999996,5.999999999999996] x16=[3.8999999999999999,4.9000000000000004] x17=[4.0999999999999996,5.0999999999999996] x18=[3,4] x19=[3.2000000000000002,4.2000000000000002] x20=[2.2999999999999998,3.2999999999999998] x21=[2.2999999999999998,3.2999999999999998] x22=[1.8999999999999999,2.8999999999999999] x23=[1,2 x24=[0,10] 49://Lewispol nnoneq=6; nnonineq=0; tineq=0; teq=9; dim=6; Global optima=-2.928 Maximize: Z=0-(((x1^2)+(x2^2)+(x3^2))+((x4^2)+(x5^2)+(x6^2))) (0.0001*(x6^3))-(0.0001*x6)=0 (0.0001*(x1^3))-(0.0001*x1)=0 (0.0001*(x5^3))-(0.0001*x5)=0 (0.0001*(x4^3))-(0.0001*x4)=0 (0.0001*(x3^3))-(0.0001*x3)=0 (0.0001*(x2^3))-(0.0001*x2)=0 30+(((4*x3)+(9*x4))+((16*x5)+(25*x6)))=0 6+((2*x3)+(3*x4)+(4*x5)+(5*x6)+x2)=0 1+((x1+x2+x3)+(x4+x5+x6))=0 x1=[-10,10] x2=[-10,10] x3=[-10,10] x4=[-10,10] x5=[-10,10] x6=[-10,10] 50://f_e nnoneq=0; nnonineq=3; tineq=7; teq=0; dim=7; Global optima=310 Maximize Z=0-x1 ((100*x2)+(4*x3)+(2*x4)+(8*x5)+(2*x6)+(8*x7)-x1)-((25*(x2^2))+(x3^2)+(x4^2)+(x5^2)+(x6^2)+(x7^2))-138<=0 ((x4*(6-x4))-x5)-5<=0 ((x6*(6-x6))-x7)-5<=0 2-(x2+x3)<=0 (x2+x3)-6<=0 (x3-x2)-2<=0 (x2-(3*x3))-2<=0 x1=[-100000,100000] x2=[0,6] x3=[0,6] x4=[1,5] x5=[0,6] x6=[1,5] x7=[1,10] 51://Sample nnoneq=0; nnonineq=2; tineq=2; teq=0; dim=4; Global optima=-725.479 Maximize: Z=0-((x1+x2)+(x3+x4)) (((0.16/x1)+(0.35999999999999999/x2))+((0.64000000000000001/x3)+(0.64000000000000001/x4)))-0.010085<=0 (((4/x1)+(2.25/x2))+((1/x3)+(0.25/x4)))-0.040099999999999997<=0 x1=[100,400000] x2=[100,300000] x3=[100,200000] x4=[100,100000] 52://Spings nonconvex nnoneq=0; nnonineq=10; tineq=10; teq=0; dim=32; Global optima=-185.446 Maximize: Z=0-((50*((x1^2)+(x2^2)+(x3^2)+(x4^2)+(x5^2)+(x6^2)+(x7^2)+(x8^2)+(x9^2)+(x10^2)))+((9.8*x23)+(9.8*x24)+(9.8*x25)+(9.8*x26)+(9.8*x27)+(9.8*x28)+(9.8*x29)+(9.8*x30)+(9.8*x31))) (x12^2)+(x23^2)-((x1+0.447213595499958)^2)<=0 ((x14-x13)^2)+((x25-x24)^2)-((x3+0.447213595499958)^2)<=0 ((x13-x12)^2)+((x24-x23)^2)-((0.447213595499958+x2)^2)<=0 ((x15-x14)^2)+((x26-x25)^2)-((0.447213595499958+x4)^2)<=0 ((x16-x15)^2)+((x27-x26)^2)-((0.447213595499958+x5)^2)<=0 ((x17-x16)^2)+((x28-x27)^2)-((0.447213595499958+x6)^2)<=0 ((x18-x17)^2)+((x29-x28)^2)-((0.447213595499958+x7)^2)<=0 ((x19-x18)^2)+((x30-x29)^2)-((0.447213595499958+x8)^2)<=0 ((x20-x19)^2)+((x31-x30)^2)-((0.447213595499958+x9)^2)<=0 ((x21-x20)^2)+((x32-x31)^2)-((0.447213595499958+x10)^2)<=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] x6=[-1000,1000] x7=[-1000,1000] x8=[-1000,1000] x9=[-1000,1000] x10=[-1000,1000] x11=[0,0] x12=[-1000,1000] x13=[-1000,1000] x14=[-1000,1000] x15=[-1000,1000] x16=[-1000,1000] x17=[-1000,1000] x18=[-1000,1000] x19=[-1000,1000] x20=[-1000,1000] x21=[2,2] x22=[0,0] x23=[-1000,1000] x24=[-1000,1000] x25=[-1000,1000] x26=[-1000,1000] x27=[-1000,1000] x28=[-1000,1000] x29=[-1000,1000] x30=[-1000,1000] x31=[-1000,1000] x32=[-1,-1] 53://fp_2_1 nnoneq=0; nnonineq=1; tineq=2; teq=0; dim=6; Global optima=17 Maximize: Z=0-x1 ((42*x2)+(44*x3)+(45*x4)+(47*x5)+(47.5*x6)-x1)-(50*((x2^2)+(x3^2)+(x4^2)+(x5^2)+(x6^2)))<=0 (20*x2)+(12*x3)+(11*x4)+(7*x5)+(4*x6)-40<=0 x1=[-250,225.5] x2=[0,1] x3=[0,1] x4=[0,1] x5=[0,1] x6=[0,1] 54: //ex 9 2 6 nnoneq=6; nnonineq=0; tineq=0; teq=12; dim=16; Global optima=1.000 Maximize: Z=((2*x13)+(2*x14)-(x13^2))-((x14^2)+(x15^2)+(x16^2)) (x6*x12)=0 (x1*x7)=0 (x5*x11)=0 (x4*x10)=0 (x2*x8)=0 (x3*x9)=0 (x10-x8)-((2*x14)-(2*x16))=0 (x9-x7)-((2*x13)-(2*x15))=0 x4+x16-1.5=0 x3+x15-1.5=0 x2-x16+0.5=0 x1-x15+0.5=0 x1=[0,200] x2=[0,200] x3=[0,200] x4=[0,200] x5=[0,200] x6=[0,200] x7=[0,200] x8=[0,200] x9=[0,200] x10=[0,200] x11=[0,200] x12=[0,200] x13=[0,1000] x14=[0,1000] x15=[0,1000] x16=[0,1000] 55: //ex 9 2 7 nnoneq=4; nnonineq=0; tineq=0; teq=9; dim=10; Global optima=-17 Maximize: Z=0-(((x9-5)^2)+(((2*x10)+1)^2)) (x4*x8)=0 (x3*x7)=0 (x2*x6)=0 (x1*x5)=0 ((x5-(0.5*x6)+x7)-(x8+(1.5*x9)-(2*x10)))-2=0 (x4-x10)=0 (x3+x9+x10)-7=0 (x2+x9-(0.5*x10))-4=0 ((x1+x10)-(3*x9))+3=0 x1=[0,20] x2=[0,20] x3=[0,20] x4=[0,20] x5=[0,20] x6=[0,20] x7=[0,20] x8=[0,20] x9=[0,1000] x10=[0,1000] 56: //ex9_1_2 nnoneq=4; nnonineq=0; tineq=0; teq=9; dim=10; Global optima=16 Maximize: Z=(x9+(3*x10)) (x1*x5)=0 (x2*x6)=0 (x4*x8)=0 (x3*x7)=0 (((2*x6)+x5)-(x7+x8))+1=0 (x4-x10)=0 (x3+(4*x9)-x10)-12=0 ((x2+x9)+(2*x10))-12=0 ((x1-x9)+x10)-3=0 x1=[0,100] x2=[0,100] x3=[0,100] x4=[0,100] x5=[0,100] x6=[0,100] x7=[0,100] x8=[0,100] x9=[0,100] x10=[0,100] 57: //ex2_1_9 nnoneq=0; nnonineq=0; tineq=0; teq=1; dim=10; Global Optima=0.375 Maximize: Z=((x1*x2)+(x1*x3)+(x1*x5)+(x1*x9)+(x1*x10)+(x2*x3)+(x2*x4)+(x2*x10)+(x3*x4)+(x3*x5)+(x4*x5))+((x4*x6)+(x4*x7)+(x5*x6)+(x5*x7)+(x6*x7)+(x6*x8)+(x7*x8)+(x7*x9)+(x8*x9)+(x8*x10)+(x9*x10)) ((x1+x2+x3+x4+x5)+(x6+x7+x8+x9+x10))-1=0 x1=[0,1000] x2=[0,1000] x3=[0,1000] x4=[0,1000] x5=[0,1000] x6=[0,1000] x7=[0,1000] x8=[0,1000] x9=[0,1000] x10=[0,1000] 58: //ex2_1_3 nnoneq=0; nnonineq=0; tineq=9; teq=0; dim=13; Global optima=15 Maximize: Z=(5*((x1+x2)+(x3+x4)))-((x5+x6+x7+x8+x9)+(x10+x11+x12+x13))-(5*(((x1^2)+(x2^2))+((x3^2)+(x4^2)))) 0-((2*x8)+(x9-x12))<=0 0-((2*x6)+(x7-x11))<=0 0-((2*x4)+(x5-x10))<=0 x12-(8*x3)<=0 x11-(8*x2)<=0 x10-(8*x1)<=0 (((2*x2)+(2*x3))+(x11+x12))-10<=0 (((2*x1)+(2*x3))+(x10+x12))-10<=0 (((2*x1)+(2*x2))+(x10+x11))-10<=0 x1=[0,1] x2=[0,1] x3=[0,1] x4=[0,1] x5=[0,1] x6=[0,1] x7=[0,1] x8=[0,1] x9=[0,1] x10=[0,1000] x11=[0,1000] x12=[0,1000] x13=[0,1] 59:// Rk23 nnoneq=7; nnonineq=0; tineq=0; teq=11; dim=17; Global optima=-0.083 Maximize: Z=0-((x12+x13+x14)+(x15+x16+x17)) (x6+x7+x11)-1=0 (x4+x5+x10)-1=0 x3+x9-x2=0 x8-x1=0 ((x1*x4)+(x2*x5))-0.5=0 ((x1*x6)+(x2*x7))-0.5=0 ((x6*(x1^2))+(x7*(x2^2)))-0.33333333333333331=0 ((12*(x3*(x7*(x1^2))))+x16-x17)-1=0 ((8*(x1*(x2*(x3*x7))))+x14-x15)-1=0 (x1*(x3*x7))-0.16666666666666666=0 ((4*(x6*(x1^3)))+(4*(x7*(x2^3)))+x12-x15)-1=0 x1=[-1000,1000] x2=[-1000,1000] x3=[-1000,1000] x4=[-1000,1000] x5=[-1000,1000] x6=[-1000,1000] x7=[-1000,1000] x8=[-1000,1000] x9=[-1000,1000] x10=[-1000,1000] x11=[-1000,1000] x12=[0,1000] x13=[0,1000] x14=[0,1000] x15=[0,1000] x16=[0,1000] x17=[0,1000] 60: //ex8_4_5 nnoneq=11; nnonineq=0; tineq=0; teq=11; dim=15; Global optima=0.000 Maximize: Z=0-(((x5-0.19570000000000001)^2)+((x6-0.19470000000000001)^2)+((x7-0.17349999999999999)^2)+((x8-0.16)^2)+((x9-0.084400000000000003)^2)+((x10-0.062700000000000006)^2)+((x11-0.045600000000000002)^2)+((x12-0.034200000000000001)^2)+((x13-0.032300000000000002)^2)+((x14-0.0235)^2)+((x15-0.0246)^2)) ((((0.0625*x2)+0.00390625)*x1)/((0.0625*x3)+x4+0.00390625))-x15=0 ((((0.071428571428571397*x2)+0.0051020408163265302)*x1)/((0.071428571428571397*x3)+x4+0.0051020408163265302))-x14=0 ((((0.083333333333333301*x2)+0.0069444444444444397)*x1)/((0.083333333333333301*x3)+x4+0.0069444444444444397))-x13=0 ((((0.10000000000000001*x2)+0.01)*x1)/((0.10000000000000001*x3)+x4+0.01))-x12=0 ((((0.125*x2)+0.015625)*x1)/((0.125*x3)+x4+0.015625))-x11=0 ((((0.16666666666666699*x2)+0.027777777777777801)*x1)/((0.16666666666666699*x3)+x4+0.027777777777777801))-x10=0 ((((4*x2)+16)*x1)/((4*x3)+x4+16))-x5=0 ((((0.25*x2)+0.0625)*x1)/((0.25*x3)+x4+0.0625))-x9=0 ((((0.5*x2)+0.25)*x1)/((0.5*x3)+x4+0.25))-x8=0 ((((2*x2)+4)*x1)/((2*x3)+x4+4))-x6=0 (((x2+1)*x1)/(x3+x4+1))-x7=0 x1=[0.00000001,0.2893] x2=[0.00000001,0.2893] x3=[0.00000001,0.2893] x4=[0.00000001,0.2893] x5=[0.1757,0.2157] x6=[0.17469999999999999,0.2147] x7=[0.1535,0.19350000000000001] x8=[0.14000000000000001,0.17999999999999999] x9=[0.064399999999999999,0.10440000000000001] x10=[0.042700000000000002,0.082699999999999996] x11=[0.025600000000000001,0.065600000000000006] x12=[0.014200000000000001,0.054199999999999998] x13=[0.0123,0.052299999999999999] x14=[0.0035000000000000001,0.043499999999999997] x15=[0.0045999999999999999,0.044600000000000001]