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Computer Science - Theoretical Computer Science | Adjoint Equations and Analysis of Complex Systems

Adjoint Equations and Analysis of Complex Systems

Marchuk, Guri I.

Originally published in Russian

1995, X, 468 p.

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  • About this book

New statements of problems arose recently demanding thorough ana­ lysis. 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 environ­ ment 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.

Content Level » Research

Keywords » Mathematica - algorithm - algorithms - calculus - complex systems - optimization

Related subjects » Applications - Environmental Sciences - Mathematics - Theoretical Computer Science

Table of contents 

Author's Preface to the English Edition. Introduction. Part I: Adjoint Equations and Perturbation Theory. 1. Main and Adjoint Equations. Perturbation Theory. 2. Simple Main and Adjoint Equations in Mathematical Physics. 3. Nonlinear Equations. 4. Inverse Problems and Adjoint Equations. Part 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. Appendix II: Difference Analogue of Nonstationary Heat Diffusion Equation in Atmosphere and Ocean. Bibliography. Index.

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