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SOLUTIONS TO DIFFERENTIAL EQUATIONS 1.a) ẋ=-x1-x1x22 ẋ2=-2x2-2x12x2 x=0is the equilibrium point for this system. If we introduce a quadratic Lyapunov function V=x12+ax22 Where a is a positive constant to be determined. v is positive definite on the entire state spaceℝ2. V is also radially unbounded that is| v(x)|→∞ as‖ x‖→∞. The derivative of v along the trajectories is given by V'=2x12ax2-x1-x1x22 -2x2-2x12x2 =2x1(-x1-x12)+2ax2(-2x2-2x12x2) =-2x12+(-2-4a)x1x22-4ax22 If we choose a =-1/2 then we eliminate x1x2and v' becomes v'=-2(x12-x22) .Therefore x=0 is globally asymptotically stable equilibrium point if x1>x2or -x1<-x2 since v(x) is a continuous differentiable function i.e. v'(x)≤-k‖x‖afor all x∊ℝ2and where k, a>0 hence the origin is exponentially stable . b) x1'=x2 x2'=-x1-x23 X=0 is the equilibrium point for this system. If we introduce a quadratic Lyapunov function V=x12+ax22
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SOLUTIONS TO DIFFERENTIAL EQUATIONS Where a is a positive constant to be determined. v is positive definite on the entire state spaceℝ2. V is also radially unbounded that is| v(x)|→∞ as‖ x‖→∞. The derivative of v along the trajectories is given by V'= 2x12ax2x2 -x1-x23 =2x1x2+2ax2(-x1-x23) =(2-2a)x1x2-2ax24) If we choose a=1 we then eliminate the cross terms and we then havev'=-2x24therefore x=0 is a globally asymptotically stable equilibrium point since v(x) is a continuous differentiable function i.e. v'(x)≤-k‖x‖afor all x∊ℝ2and where k,a>0 hence the origin is globally exponentially stable. c) x1'=-x2-x1(1-x12-x22) x2'=x1-x2(1-x12-x22) X=0 is the equilibrium point for this system. If we introduce a quadratic Lyapunov function V=x12+ax22 Where a is a positive constant to be determined. v is positive definite on the entire state spaceℝ2. V is also radially unbounded that is| v(x)|→∞ as‖ x‖→∞. The derivative of v along the trajectories is given by
SOLUTIONS TO DIFFERENTIAL EQUATIONS V'=2x12ax2-x2-x1(1-x12-x22) X1-x2(1-x12-x22) Multiplying this matrix we obtain v'=-2x12+2x14-2ax22+2ax24+(-2+2a)x1x2+(2+2a)x12x22 If we choose a=1 so that we eliminate the cross term we have v' = -2x12+2x14-2x22+2x24+4x12x22 Hence x=0 is not a globally asymptotically stable equilibrium point.since v(x) is a continuous differentiable function i.e. v'(x)≥-k‖x‖afor all x∊ℝ2and where k, a>0 hence the origin is neither exponentially stable nor globally exponentially stable. 2) x'=σ(y-x) y'=rx-y-xz z'=xy-bz where σ, r, b are positive constants and again we have that 0<r≤1 using the Lyapunov function v(x,y,z)=x2/σ+y2+z2where σ is to be determined It is clear that v is positive definite onℝ3and is radially unbounded. The derivative of v along the trajectories of the system is given by v'= 2x/σ2y2zσ(y-z) rx-y-xz xy-bz =-2x2-2y2-2bz2+2xy 2rxy
SOLUTIONS TO DIFFERENTIAL EQUATIONS =-2[(x2+y2+bz2-(1+r)xy)] =-2[(x-1/2(1+r)y)2+(1-(1+r/2)2)y2+1/2bz2) Since 0<r≤1 it follows that 0<(1+r)/2<1 and therefore v' is negative definite on the entire state spaceℝ3hence the origin is globally asymptotically stable. 3.a) x1'=x2 X2'=-h1(x1)-x2-h2(x3) X3'=x2-x3 Where h1and h2are locally Lipschitz function that satisfy hi(0)=0 and yhi(y)>0 for all y0.⧧ X2=0 X3=0 -h1(x1)-h2(0)=0 Since h2(0)=0 implies that h1(x1)=0 and therefore x1=0 Hence the system has a unique equilibrium point at the origin b) v(x)=∫ 0 x1 h1(y)dy +x22/2+∫ 0 x3 h2(y)dy If we define v(x) the way it has been defined above, then it is clear that v(x) is locally positive definite. c) v'(x) =-h1(x1)2+x2-h2(x3)2 Which is locally negative definite implying that x=0 or the origin is asymptotically stable equilibrium point.
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SOLUTIONS TO DIFFERENTIAL EQUATIONS d) The function v(x) should be positive definite on the entire state space and has the property |v(x)|→∞ as ‖x‖→∞ and again v'(x) should be negative definite on the entire state space and this is only achieved by h1and h2satisfying hi(0)=0 and yhi(y)>0 for all y⧧0 4) x1'=x2 X2'=-sinx1-g(t)x2 Where g(t) is continuously differentiable and satisfies 0<a≤g(t)≤β<∞, g'(t)≤γ<2,for all t≥0 Lyapunov function V(t,x)=1/2(asinx1+x2)2+[1 +ag(t) -a2](1-cosx1) To show that v(t,x) is positive definite and decrescent onGror origin. We assume that a>0 V(t,x)=1/2(asinx1+x2)2+[1+ag(t)-a2]2(sin2x1/2) Choose Gr={x∊ℝn:‖x‖<𝜋}. Thus v monotonically increases with ‖x‖ from the origin until x1=±𝜋when sin2x1/2=sin2𝜋/2=1 and x1term is maximum with 2 respect to x1 Now ‖2asin2x1/2‖≤‖x‖2max(a/2,1/2) where a/2 condition in the max function arises from |sinx1/2|≤|x1/2| for all x1 And 1/2 condition in the max function is for the case where x22/2 dominate if a is too small. Therefore w(‖x‖)=max(a/2,1/2)‖x‖2is a class w function that bound v from above showing that v is decrescent on Gr. To show that v is positive definite on Gr, we use
SOLUTIONS TO DIFFERENTIAL EQUATIONS ‖2asin2x1/2 +x22/2‖≥min(2a/𝜋2)‖x‖2 where x22/2 dominate if a is too big. This 2a/𝜋2term is from solving for the coefficient necessary for x12to intersect 2asin2x1/2 at x1=𝜋when 2asin2𝜋/2=k𝜋2. The parabola can only intercept the square of the sin at one point between 0 and𝜋 and it does so from below. Thus min (2a/𝜋2)‖x‖2another w function bounds v from below on Grshowing that v is positive definite on Gr b) v'(t,x)=(asinx1+x2)(1+acosx1)x2+ag'(t)sinx1(-sinx1-g(t)x2) = a2x2/2sin2x1+x2asinx1+ax2cosx1+x22-ag'(t)sin2x1-a(g'(t))2x2 ≤-(a-a)x22-a(2-γ)(1-cosx1)+0(|x|3) where 0(|x|3)is a term bounded by k|x|3(k>0) in some neighbourhood of the origin. c) From the above (b) we have shown that v'≤0 hence this suffices to show that the origin is uniformly asymptotically stable. 5) x1'=h(t)x2-g(t)x13 X2'=-h(t)x1-g(t)x23 X=0 is an equilibrium point of this system. If we introduce Lyapunov function v(x)=x12+ax22then we have v'=2h(t)x12-2g(t)x14-2ah(t)x1x2-2ag(t)x24 if we choose a=0 then we have v'=2(h(t)-g(t)x12)x12and therefore v'≤0 if and only if g(t)>h(t) hence x=0 is uniformly asymptotically stable since the Lyapunov function above is positive definite on the entire space such that |v(x)|→∞ as ‖x‖→∞ in addition v'is negative definite on the entire state space then x=0 which is the equilibrium point is globally uniformly asymptotically stable.
SOLUTIONS TO DIFFERENTIAL EQUATIONS since v(x) is a continuous differentiable function ie v'(x)≤-k‖x‖afor all x∊ℝ2and where k, a>0 hence the origin is exponentially stable. If this happens in the entire state space then x=0 is said to be globally uniformly exponentially stable. 6)x'=x3-x5 0=x3-x5 X=1hence x=0 is unstable equilibrium point. To show that all solutions are bounded and defined on [0,∞) we integrate the equation so as to obtain X=1/4x4-1/6x6or x-1/4x4+1/6x6=0 if we solve for the values of x we realize that they are bounded on0≤x<∞ 7)x'=f(x) with f(0)=0 and f:ℝn→ℝnis continuously differentiable on ℝnand there exist two real symmetric positive definite matrices inℝnxnsuch that the Jacobian𝛛f/𝛛x satisfies P𝛛f/𝛛x (x)+𝛛f/𝛛x (x)Tp≤-Q, for all x∊ℝnwhere S≤ℝfor two real symmetric positive definite matrices inℝnxnmeans that S-ℝ is negative semidefinite. Consider a Lyapunov function candidate of the the formv(x)=xTpx or v(x)=fT(x)pf(x). Let S={(x)∊ℝnsuch that v'=0} .Then we have S={x=0}. Suppose that the solution (x) stay in S then we have x=0, in addition we have f(x)x=0 which deduce x=0. Therefore, no solution can stay in S forever other than the origin (0).By Barbashin-Krasovskii Theorem, we can state the origin is globally asymptotically stable.
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SOLUTIONS TO DIFFERENTIAL EQUATIONS 8)x1'=-6x1/u2+2x2) X2'=-2(x1+x2)/u2 Where u =1+x12Let v(x)= x12/1+x12+x22 =x12+x22+x12x22/u Therefore it is clear to see that v(x) >o for all x∊ℝ2/{0} v'=2x1(1+x12)-x12(2x1)/(1+x12)22x2- 6x1/1+x12+2x2 =-12x12+4x1x2+4x13/(1+x12)3-4x1x2-4x22/1+x12 <-(4x1x2+4x22/1+x12which clearly shows that v'(x)<0 for all x∊ℝ2/{0} b) x2=2/x1-√2 The vector field on the boundary of this hyperbola, also the trajectories to the right of the branch in the first quadrant cannot cross that branch because the trajectories in the direction of the vector fields are approaching the boundary ofℝ2asymptotically and therefore they cannot cross them. \ c)This is simply because the hyperbola does not pass through the origin and for it to be globally asymptotically stable the function should be positive definite on the entire state space and in addition its derivative should also be negative definite on the entire space that’s this conditions also apply to Lyapunov stability theorem and there it cannot contradict. References
SOLUTIONS TO DIFFERENTIAL EQUATIONS 1. V. M. ALEKSEEV, An estimate for the perturbations of the solutions of ordinary differen tial equations, Vestnik Moskou. Univ. Ser. I. Math. Mekh, 2 (1961), 28-36. [Russian] 2. Z. S. ATHANASSOV, Perturbation theorems for nonlinear systems of ordinary differential equations, J. Math. Anal. Appl. 86 (1982), 194-207. 3. I. BIHARI, A generalization of a lemma of Bellman and its application to uniqueness problems of differential equations, Acta Math. Hungar. 7 (1956), 71-94. 4. G. BIRKHOFF AND G.-C. ROTA, “Ordinary Differential Equations,” 3rd ed., Wiley, New York, 1978. 5. F. BRAUER, Perturbations of nonlinear systems of differential equations, J. Math. Anal. Appl. 14 (1967), 198-206. 6. F. BRAUER, Perturbations of nonlinear systems of differential equations, II, J. Mad Anal. Appl. 17 (1967), 418434. LIPSCHITZ STABILITY OF NONLINEAR SYSTEMS 577 7. F. BRAUER AND A. STRAUSS,
SOLUTIONS TO DIFFERENTIAL EQUATIONS Perturbations of nonlinear systems of differential equations, III, J. Math. Anal. Appl. 31 (1970), 3748. 8. F. BFCALJER, Perturbations of nonlinear systems of differential equations, IV, J. Math. Anal. Appl. 31 (1972), 214-222