By Y. Cherruault

Approach your difficulties from the suitable it's not that they cannot see the answer. It finish and start with the solutions. Then is they cannot see the matter. someday, probably you will discover the ultimate query. G.K. Chesterton. The Scandal of dad Brown 'The element of a Pin'. 'The Hermit Clad in Crane Feathers' in R. van Gulik's The chinese language Maze Murders. transforming into specialization and diversification have introduced a bunch of monographs and textbooks on more and more really expert themes. in spite of the fact that, the "tree" of information of arithmetic and comparable fields doesn't develop purely via placing forth new branches. It additionally occurs, in most cases actually, that branches which have been regarded as thoroughly disparate are by surprise obvious to be similar. extra, the type and point of class of arithmetic utilized in quite a few sciences has replaced enormously lately: degree thought is used (non-trivially) in local and theoretical economics; algebraic geometry interacts with physics; the Minkowsky lemma, cod ing conception and the constitution of water meet each other in packing and overlaying concept; quantum fields, crystal defects and mathematical professional gramming cash in on homotopy conception; Lie algebras are correct to filtering; and prediction and electric engineering can use Stein spaces.

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**Sample text**

T j ), we can m~n~m~se J 4 as a funct~on of ai' b i , c i ' d i (~ = 1, 2). 28) Since this is a linear algebraic system we have a solution to the identification problem. In general, when unknown parameters appear in a linear manner in the mathematical equations, the identification problem can be reduced to the resolution of a linear system by introducing a quadratic functional such as (2:27). There are no more general results for the non-linear case. Nevertheless, an important remark which will be very useful is the following: Consider experimental data.

What can a mathematician propose in such a situation? As seen previously non-uniqueness results from insufficient observations. Sometimes it is possible to obtain some other data, but it is often impossible to do new experiments. Then two steps are possible. (i) Use a system model which is drastically reduced so that simplified equations for which the solutions will be unique can be obtained. (ii) Introduce some new relations to ensure uniqueness. For this the introduction of an optimal criterion is very useful.

We obtain a functional system as below: i 1, • • • ,n = To solve this for the k ij and the unknown introduce yet another functional: c pi we can n ~ F~ i=1 ~ and minimise it as a function of the k .. and the unknown Ci . As before, there ought to be a v~fiant in which tle unknowns are related through a change of variables. Then a minimization problem with a single variable is obtained and can be solved by a classical method. 18) without solving the differential system. We introduce the functional: n ~ kjiXj)2dt + ~ i=1 LINEAR COMPARTMENTAL IDENTIFICATION 35 where (Bx) i is the i-th component of the vector z of observations.