﻿Nonsmooth Optimization Algorithms in Some Problems of Fracture Dynamics

Intelligent Information Management
Vol.2 No.11(2010), Article ID:3238,10 pages DOI:10.4236/iim.2010.211073

Nonsmooth Optimization Algorithms in Some Problems of Fracture Dynamics

V. V. Zozulya

Centro de Investigacion Cientifica de Yucatan A.C, Colonia Chuburná de Hidalgo,

Yucatán, México

E-mail: zozulya@cicy.mx

Received October 16, 2009; revised July 10, 2010; accepted September 15, 2010

Keywords: Unilateral Contact, Friction, Crack, Variational Principles, Boundary Variational Functional, Nonsmooth Optimization Algorithm

Abstract

Mathematical statement of elastodynamic contact problem for cracked body with considering unilateral restrictions and friction of the crack faces is done in classical and weak forms. Different variational formulations of unilateral contact problems with friction based on boundary variational principle are considered. Nonsmooth optimization algorithms of Udzawa’s type for solution of unilateral contact problem with friction have been developed. Convergence of the proposed algorithms has been studied numerically.

1. Introduction

The mathematical formulation of the elastodynamic problem for a cracked body, that takes into account the possibility of crack edge contact interaction and the formation of areas with close contact, adhesion and sliding, was presented first in [1]. The algorithm for the solution of this problem was elaborated in [2] and is based on a theory of subdifferentional functionals and the finding of their saddle points. Many examples of the crack faces contact interaction and friction influence on the fracture mechanics criterions have been considered in the book by Guz and Zozulya [3] and review papers [4-6]. In these cases the contact area is “a priori” unknown and the unilateral conditions have to be imposed on the relative displacements and the mutual tractions. The unilateral contact restriction with friction can be written as an inequality for the displacement and traction vectors. As a result a complete set of boundary conditions at crack faces is written as a system of equations and inequalities. The presence of inequality type boundary conditions implies the boundary problems to be nonlinear, which requires the investigation of corresponding boundary value problems.

Mathematical formulation of the problem of crack faces contact interaction in the dynamic case has bee done in [3-5,7]. Since the constraints concern boundary variables only, it is natural to look for a numerical solution by means of boundary integral equation (BIE) method. Approach is based on use of fundamental solutions. In [8] BIE formulation via energy method is based on boundary min-max principle, i.e., a principle expressed in terms of the boundary unknowns. First time boundary variational formulation of elastodynamic contact a problem with frication was proposed in [2] and then was extended and applied to elastodynamic problems for bodies with cracks with considering unilateral frictional contact of the crack faces in Guz and Zozulya [3,5].

There are many algorithms for unilateral contact problems with friction. Because of nonlinearity of the problem most of them include discretization and iterative procedure to satisfy unilateral constrains. Iterative algorithms of such type in [9,10] are named Uzawa’s type algorithms. For the first time Uzawa’s type algorithm was proposed in for solution elastodynamic frictional contact problem for body with crack in [1]. Then the approach was developed and more algorithms were proposed in [2,11-13]. The algorithms are based on saddle point finding and projection on the set of unilateral restrictions and friction respectively. In [14] it was shown that proposed algorithms are convergent and was studies rate of convergence. Some mathematical problems related existence and uniqueness of the problem of unilateral contact problem with friction were studied in [7,15,16]. More information related to mathematical formulation and numerical solution of the unilateral contact problems can found in [17,18].

The aim of this paper is to present variational formulation of the elastodynamic problem for body with crack with considering possibility for unilateral crack faces contact interaction with friction. Variational formulation of the problem, which is based boundary variational principle is presented. Nonsmooth functionals that correspond to unilareral frictional contact conditions are constructed. The case of the crack in infinite elastic media is considered in more details. In order to study convergence of the proposed algorithms, two problems related to the crack faces contact interaction under action of the harmonic tension-compression and shear waves have been solved numerically using BIE method.

2. Classical Formulation of the Problem

Let us consider dynamical loading of crack in an infinite homogeneous, lineally elastic body. The crack is described by a corresponding oriented middle surface since we suppose that only small deformations occur. We assume that displacements of body points and their gradients are small.

In this case in the differential equations of equilibrium in displacement may be presented in the form

,

(1)

The operator Aij  for an isotropic body has the form

, (2)

where l and m are Lame constants, and, is a Kronecker’s symbol, denotes the partial derivatives with respect to space, denotes the partial derivatives with respect to time. Throughout this paper we use the Einstein summation convention.

If the problem is defined on an infinite region, then the solution of Equation (1) is uniquely determined by assigning displacements and velocity vectors in the initial instant of time. Then the initial conditions are

(3)

Additional conditions at the infinity must be satisfied

, for in 3-D case                (4)

, for

in 2-D case               (5)

Here is the distance in the 3-D and 2-D Euclidian spaces respectively.

The differential operator is called stress operator. It transforms the displacements into the tractions. For homogeneous isotropic elastic medium it has the forms

(6)

Here are components of the outward unit normal vector, is a derivative in direction of the vector normal to the surface.

The contact forces which arise on the cracks edges during the interaction are denoted by

(7)

where is the strain tensor;,; and are the normal unit vectors directed to the positive side of the opposite cracks edges.

The displacement discontinuity vector characterizes mutual displacements of the cracks edges

, (8)

where and are displacements of opposite cracks edges.

Furthermore, we impose the following Signorini constraints

(9)

and Coulomb’s friction law:

(10)

with for; the Coulomb’s friction coefficient is here assumed to be constant.

Here the normal and tangential components of the displacement discontinuity on are denoted by

,

, (11)

and the normal and tangential components of the contact forces on are denoted by

,

. (12)

Classical formulation of the elastodynamic problem for body with crack with considering opposite crack sides interaction consists in solution of the initial boundary value problem (1)-(5) with considering Signorini contact conditions (9) with friction (10).

In classical elastodynamics the equations of motion (1) and initial conditions (2) must be satisfied exactly (see [19]). This means that the components of the displacement vector should be functions of the class. Here is a functional space of functions, with k smooth derivatives with respect to the space coordinates and smooth derivatives with respect to the time. In order to satisfy all the equations of elastodynamics in the classical sense, the components of the stress-strain state should belong to the following functional spaces

(13)

These requirements of classical elastodynamics are very stringent. Therefore many important physics and engineering problems, in particular problems with unilateral restrictions and friction, have no classical solution. For this reason it is necessary to consider “weakened” formulations to elastodynamic problems. With such an approach it is not necessary to fulfill all the elastodynamics equations in the classical sense.

3. Variational Formulation of the Problem without Contact Conditions

In order to formulate an elastostatic contact problem for body with crack in week form we will consider the boundary variational principle introduced in [2,5,11,12].

In [2,5] it have been shown that in the case if body with crack occupied infinite region the boundary variational functional may be presented in the form

(14)

where, is a vector of given loading applied to the crack edges, is a vector of contact forces,.

The boundary variational functional (14) is smooth and Gateaux-differentiable, therefore the following condition of functional minima take place

(15)

and the problem of finding minima is equivalent to the following integral equation

(16)

We can represent boundary variational functional (14) in the form

(17)

where is matrix integral operator defined in (16).

Then variational formulation of an elastodynamic problem for cracked body without unilateral constraints (7) and friction (8) is as follows:

(18)

where

(19)

4. Nonsmooth Functionals for Unilateral Contact Conditions with Friction

In order to formulate boundary conditions in form of inequalities (9) and (10) in week form let us consider a maximal monotone operators. For each maximal monotone operator may be defined with accuracy up to a constant component convex semi-continuous from below functional such, that. Here ¶ is denoted the subdifferential of the nonsmooth functional (see [18] for details).

4.1. Signorini Boundary Conditions in Functional Space

Let and satisfy following conditions , Here denotes the duality pairing between the functional spaces and. Then corresponding functional has the form

(20)

The conjugate functional has the form

(21)

4.2. Boundary Conditions with Coulomb Friction

Lets and satisfy following conditions if then, if then and also. Here denotes the duality pairing between the functional spaces and. Then corresponding functional has the form

(22)

The conjugate functional has the form

(23)

4.3. Signorini Boundary Conditions with Friction

These boundary conditions may be considered as combination of the previously considered boundary conditions. Really lets and satisfy following conditions, , and also and satisfy following conditions if then, if then and also. We consider functionals such that

and

(24)

These functionals have the form

(25)

(26)

4.4. Sets of Admissible Displacements and Traction for Signorini Boundary Conditions with Friction

For variational formulation of the unilateral contact problems with friction also are used sets of admissible displacements

,

, ,

(27)

and traction

,

,

(28)

5. Variational Formulation of the Problem with Contact and Friction

In order to formulate an elastodynamic contact problem for body with crack in variational form we consider functional (17) on the set of admissible displacements (27) or admissible traction (28).

In the first case the problem is formulated in the form

(29)

In the second case the problem is formulated in the form

(30)

In order to formulate an elastodynamic contact problem for body with crack in week form using nonsmooth functionals (23) and (24) we will consider the boundary variational principle in the form

(31)

where

(32)

In the same way we can consider the complementary functional

. (33)

In this case the problem well be

(34)

Functional in (29) and (30) has a simple form, but the sets of restrictions (27) and (28) are complicate, they contains unilateral constraints (9) and (10). Functionals (30) and (31) are more complicate and nonsmooth, but the set of restrictions (19) is simple, it does not contain unilateral constraints (9) and (10). Which for is more is preferable depend on algorithm used for numerical solution of the problem. It is necessary to mention that the boundary variational principles are usually used with BEM.

6. Dual Variational Formulation and Uzawa’s Optimization Algorithm

We can reformulate above variational problems using duality feature. On these dual formulations are based Uzawa’s nonsmooth optimization algorithms. Let us consider dual formulations and corresponding Uzawa’s algorithms for the problems under consideration.

Let us introduce functional

(35)

which is considered on the following sets of restrictions

, (36)

Dual to (31) variational formulation of the contact problem with friction for elastic body with crack has the form

(37)

The Uzawa’s algorithm includes the following steps:

1) specify an initial value2) solve the minimization problem for known and determine the unknown quantity

(38)

3) correct the quantity to satisfy the constraints

(39)

where is the operator of projection in on and coefficient is selected so as to provide the best convergence of the algorithm4) proceed to the next step of iteration.

6.2. Bounadry Variational Principles II. Let us Introduce Functional

(40)

Which is considered on the following sets of restrictions

, (41)

Dual to (34) variational formulation of the contact problem with friction for elastic body with crack has the form

(42)

The Uzawa’s algorithm includes the following steps:

1) specify an initial value2) solve the minimization problem for known

and determine the unknown quantity

(43)

3) correct the quantity to satisfy the constraints

(44)

where is the operator of projection in on and coefficient is selected so as to provide the best convergence of the algorithm4) proceed to the next step of iteration.

Next we will show how these algorithm applied to some problems of fracture dynamics. More application one can find in the book [3] and review papers [4-6].

Let a load, which changes harmonically in time be applied to crack edges. Moreover, we suppose that on the crack edges the unilateral restrictions (9) and friction (10) should be satisfied. In [4,5] it was shown that in this case the contact interaction vector is not harmonic and can not be presented in the form. Therefore components of the contact forces and displacements discontinuity vectors have to be expanded into Fourier series, which depend on the loading parameter w,

(45)

where

(46)

Here, and are direct and inverse discrete Fouirer transforms.

Fourier coefficients of the components of the contact forces and displacements discontinuity are related by the following integral equations

(47)

Because of the unilateral restrictions (9) and friction (10) the problem becomes a “constructively” nonlinear one. This means that the functionals (20) - (26) define unilateral contact conditions with friction point by point and in fuctional spaces can not be rewritten in frequency domain because of their nonlinearity. As result of all above variational formulation of the problem can not be formulated in frequency domain. Therefore we will use vatiational formulations (32) and (33) in space-time domain and adapt algorithms 1-4 for solution of the problem in the case of harmonic loading with considering unilateral restrictions (9) and friction (10).

Algorithm 1 includes the following steps:

1) specify an initial value2) calculate Fourier coefficients

(48)

3) calculate substituting known in the internals equation

(49)

4) calculate using known

(50)

5) correct the quantity to satisfy the constraints

(51)

where is the operator of projection on the sets and and coefficient is selected so as to provide the best convergence of the algorithm6) proceed to the next step of iteration.

Algorithm 2 includes the following steps:

1) specify an initial value2) calculate Fourier coefficients

(52)

3) calculate solving internals equation for known

(53)

4) calculate using known

(54)

5) correct the quantity to satisfy the constraints

(55)

where is the operator of projection on the sets and, and coefficient is selected so as to provide the best convergence of the algorithm6) proceed to the next step of iteration.

Algorithm 3 includes the following steps:

1) specify an initial value2) calculate Fourier coefficients

(56)

3) calculatesubstituting known in the internals equation

(57)

4) calculate using known

(58)

5) correct the quantity to satisfy the constraints

(59)

where is the operator of projection on the sets and6) calculate Fourier coefficients

(60)

7) calculate solving internals equation for known

(61)

8) calculate using known

(62)

9) correct the quantity to satisfy the constraints

(63)

where is the operator of projection on the sets and10) proceed to the next step of iteration.

Algorithm 4 includes the following steps:

1) specify an initial value2) calculate Fourier coefficients

(64)

3) calculate solving internals equation for known

(65)

4) calculate using known

(66)

1) correct the quantity to satisfy the constraints

(67)

where is the operator of projection on the sets and2) calculate Fourier coefficients

(68)

3) calculate substituting known in the internals equation

(69)

4) calculate using known

(70)

5) correct the quantity to satisfy the constraints

(71)

where is the operator of projection on the sets and6) proceed to the next step of iteration.

8. Numerical Study of the Algorithms Convergence

Convergence and comparison analyses of the above four algorithms were done for two test problems with the following parameters. The cracked material has the following mechanical characteristics: elastic modulus, Poisson’s ratio, specific density. The finite crack is located in the plane and its surface is described by the Cartesian coordinates

(72)

8.1. Tension-Compression Wave

Let harmonic tension-compression P-wave with multiple frequencies propagates normally to the crack surface. The incident wave is defined by the potential function

(73)

where is the amplitude of the incident wave, is the wave number, is the velocity of the P-wave, is the frequency, is the period of wave propagation, and are the Lame constant, and is the density of the material.

Following [3-5] we consider two separate problems: the problem for incident waves and the problem for reflection waves. Obviously, in the case under consideration the problem for incident wave is trivial. Therefore we will pay attention to solution of the problem for the reflected waves.

The load on the crack’s edges caused by the incident waves has the form

, (74)

In this case the crack surfaces are subjected to the boundary conditions

for       (75)

for, as it is shown in the Figure 1.

With considering contact interaction at the crack edges, the load vector on the crack edges has the form

(76)

where is a region of close contact, which is varied during time.

The force of contact interaction at the crack edges

and displacement discontinuity (crack opening)

should satisfy the contact constrains in the form

(77)

Loading on the crack edges and their opening may be expanded into Fourier series

,

(78)

where

,

(79)

Fourier series expansions of the displacement discontinuity and the traction are related by the BIE of the form

,

, (80)

The kernels may be obtained from fundamental solutions for the 2-D steady-state wave equations of elastodynamics, which is well known and may be find in [3,4,20].

This problem was solved using above four algorithms. Dependence of the algorithms convergence rate on wave number is presented in Figure 2. Analysis of these data shows that all algorithms are convergent and obtained results coincide for all algorithms, but convergence rate is different.

An analysis of results in Figure 2 reveals that Algorithm 3 and Algorithm 4 have significantly faster convergence for all wave numbers.

8.2. Shear H-Wave

Let harmonic shear H-wave with multiple frequencies propagates normally to the crack surface. The incident wave is defined by the potential function

Figure 2. Convergence of the algorithms for different wave numbers.

, (81)

where is the amplitude of the incident wave, is the wave number, is the velocity of the H-wave, is the frequency.

Following [3,4] we consider two separate problems: the problem for incident waves and the problem for reflection waves. Obviously, in the case under consideration the problem for incident wave is trivial. Therefore we will pay attention to solution of the problem for the reflected waves.

The load on the crack’s edges caused by the incident waves has the form

, (82)

In this case the crack surfaces are subjected to the boundary conditions

for,    (83)

for, as it is shown in the Figure 3.

With considering contact interaction at the crack edges, the load vector on the crack edges has the form

(84)

where is a region of close contact, which is varied during time.

The force of contact interaction at the crack edges and displacement discontinuity (crack opening) should satisfy the contact constrains in the form

(85)

where is a friction ration; is a coefficient that depend on quality if contact faces, is

a normal contact force, in the problem under consideration it is known before.

Loading on the crack edges and their opening may be expanded into Fourier series

(86)

where

,

(87)

In Guz and Zozulya 2001, 2002 it was shown that Fourier series expansions of the displacement discontinuity and the traction are related by the BIE of the form

,

, (88)

The kernels may be obtained from fundamental solutions for the 2-D steady-state wave equations of elastodynamics, which is well known and may be find in [3,4,20].

This problem was solved using above four algorithms. Dependence of the algorithms convergence rate on wave number is presented in Figure 4.

Analysis of these data shows that all algorithms are convergent and obtained results coincide for all algorithms and convergence rate is not differing significantly. Our calculations show that all four above algorithms are convergent in elastodynamic problems with contact and with friction for infinite cracked body. It is important to mention that Algorithm 3 and Algorithm 4 have significantly faster convergence in both cases frictionless contact problem and problem with friction.

9. Conclusions

This paper present various variational formulations of elastodynamic problem for body with crack with considering possibility for unilateral crack faces contact interaction and friction. Variational formutations is based on boundary variational principle and on fundamental solu-

Figure 4. Convergence of the algorithms for different wave numbers.

tions. Nonsmooth functionals that correspond to unilareral frictional contact conditions are constructed. Iterative algorithms of the Uzawa’s type that are based on projection on the set of unilateral restrictions and friction are proposed. It was shown that in the case if varational formulation is based on principles formulated only for boundary the BIE method may be used. The case of the crack in infinite elastic media is considered in more details and four new algorithms are proposed. To study convergence of the proposed algorithms two problems related to the crack faces contact interaction under action of the harmonic tension-compression and shear waves have been solved numerically using BIE method.

10. References

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