Adjoint Equations and Analysis of Complex Systems / Edition 1

by Guri I. Marchuk

Overview

New statements of problems arose recently demanding thorough analysis. Notice, first of all, the statements of problems using adjoint equations which gradually became part of our life. Adjoint equations are capable to bring fresh ideas to various problems of new technology based on linear and nonlinear processes. They became part of golden fund of science through quantum mechanics, theory of nuclear reactors, optimal control, and finally helped in solving many problems on the basis of perturbation method and sensitivity theory. To emphasize the important role of adjoint problems in science one should mention four-dimensional analysis problem and solution of inverse problems. This range of problems includes first of all problems of global climate changes on our planet, state of environment and protection of environment against pollution, preservation of the biosphere in conditions of vigorous growth of population, intensive development of industry, and many others. All this required complex study of large systems: interac­ tion between the atmosphere and oceans and continents in the theory of climate, cenoses in the biosphere affected by pollution of natural and anthropogenic origin. Problems of local and global perturbations and models sensitivity to input data join into common complex system.

Product Details

ISBN-13:	9789048144440
Publisher:	Springer Netherlands
Publication date:	12/10/2010
Series:	Mathematics and Its Applications , #295
Edition description:	1995
Pages:	468
Product dimensions:	5.83(w) x 8.27(h) x 0.04(d)

Table of Contents

I. Adjoint Equations and Perturbation Theory.- 1. Main and Adjoint Equations. Perturbation Theory.- 2. Simple Main and Adjoint Equations of Mathematical Physics.- 3. Nonlinear Equations.- 4. Inverse Problems and Adjoint Equations.- II. Problems of Environment and Optimization Methods on the Basis of Adjoint Equations.- 5. Analysis of Mathematical Models in Environmental Problems.- 6. Adjoint Equations, Optimization.- 7. Adjoint Equations and Models of General Circulation of Atmosphere and Ocean.- 8. Adjoint Equations in Data Processing Problems.- Appendix I: Splitting Methods in the Solution of Global Problems.- 1. Splitting Methods for Solution of Non-Stationary Problems.- 2. Multicomponent Splitting of Problems.- 3. An Example of Application: Two-Dimensional Problem with Constant Coefficients.- Appendix II: Difference Analogue of Non-Stationary Heat Diffusion Equation in Atmosphere and Ocean.

Editorial Reviews

A revised translation of the Russian monograph of 1992, supplemented with many new results. The first part of the volume describes the theory of adjoint equations and perturbation algorithms and gives examples of applications to problems. Nonlinear problems and statements of inverse problems based on methods of adjoint equations and perturbation theory are considered. The second part focuses on applications to the solution of concrete problems, such as global and regional environmental protection, interaction between atmosphere and ocean, and data assimilation problems. There are two appendices related respectively to applications of the splitting method to complex problems and to a difference analog of a heat diffusion equation. Annotation c. Book News, Inc., Portland, OR (booknews.com)

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