A Unified Approach to Dynamic Estimation* (2009)
Robert Kalaba, Leigh Tesfatsion
Discrepancies between assumed dynamical models and observations are often handled by making further probabiIistic assumptions, a tactic which has both strengths and weaknesses. A re-examination of...
Robert Kalaba, Leigh Tesfatsion
invariant imhedding.
Robert Kalaba, Thomas Plum, Leigh Tesfatsion, R. Kalaba, T. Plum, L. Tesfatsion
In 1983 an algorithm ~ was introduced for the systematic exact evaluation of higher-order partial derivatives d functions of many variables. In 1986 the library was extended to permit the automatic...
DIFFEL APPROXIMATION APPLIED TO THE SOLU TION OF CONVOLUTION EQUATIONS, (2006)
Bellman, Richard, Kalaba, Robert, Kotkin, AND Bella
In their work on the construction of mathematical models to aid in the study of physiological proc esses connected with cancer chemotherapy, the authors have encountered convolution equations that...
INVARIANT IMBEDDING AND TIME-DEPENDENT SCATTERING OF LIGHT IN A ONE-DIMENSIONAL MEDIUM, (2005)
Bellman, Richard, Kalaba, Robert, Ueno, Sueo
By means of the invariant-imbedding technique, the integral equations for the reflection and transmission coefficients of radiation in a one dimensional medium are obtained, allowing for the release...
A NOTE ON NONLINEAR SUMMABILITY TECHNIQUES IN INVARIANT IMBEDDING (2005)
BELLMAN,RICHARD, KALABA,ROBERT
The use of principles of invariance, as in invariant imbedding and dynamic programming, leads characteristically to functional equations of the form fn+1(p) = Tn(fn(g(p))), n = 0,1,2,..., where f0(p)...
NONLINEAR EXTRAPOLATION AND TWO-POINT BOUNDARY VALUE PROBLEMS, (2005)
Bellman,Richard, Kagiwada,Harriet, Kalaba,Robert
It is suggested that the convergence properties of the usual Picard successive approximation scheme may be improved through use of nonlinear extrapolation techniques. A numerical example is provided....
DIFFERENTIAL SYSTEMS FOR EIGENVALUES OF FREDHOLM INTEGRAL EQUATIONS, (2005)
Kagiwada,Harriet, Kalaba,Robert, Schumitzky,Alan
The practical computational solution of nonhomogeneous Fredholm integral equations is extended to the eigenvalue problem for homogeneous integral equations. The eigenvalues and eigenfunctions are...
BELLMAN,RICHARD, KALABA,ROBERT, KOTKIN,BELLA
The application of the simple yet powerful computational technique of polynomial approximation to problems in dynamic programming is initiated. The theoretical applicability of orthogonal polynomials...
DYNAMIC PROGRAMMING AND ILL-CONDITIONED LINEAR SYSTEMS, (2005)
Bellman,Richard, Kalaba,Robert, Lockett,Joanne
Dynamic programming, successive approximations, extrapolation, and smoothing are used to treat ill-conditioned systems. Numerical examples are given. (Author)
ON THE PRINCIPLE OF INVARIANT IMBEDDING AND PROPAGATION THROUGH INHOMOGENEOUS MEDIA, (2005)
Bellman,Richard, Kalaba,Robert
The purpose of the paper is to present a new technique for the study of propagation through inhomogeneous and random media, based upon an invariance principle which is called the 'principle of...
APPLICATIONS OF DYNAMIC PROGRAMMING TO SPACE GUIDANCE, SATELLITES, AND TRAJECTORIES. (2005)
Bellman,Richard, Dreyfus,Stuart, Kalaba,Robert
The feasibility of space travel and man-made satellites has triggered a rash of interest in the determination of optimal trajectories and generally in guidance and control processes. These problems,...
ON COMMUNICATION PROCESSES INVOLVING LEARNING AND RANDOM DURATION, (2005)
Bellman,Richard, Kalaba,Robert
The fundamental problem of determining the utility of a communication channel in conveying information is viewed as a problem within the framework of multistage decision processes of stochastic type,...
ON THE ROLE OF DYNAMIC PROGRAMMING IN STATISTICAL COMMUNICATION THEORY, (2005)
Bellman,Richard, Kalaba,Robert
The object of the paper is to show that the fundamental problem of determining the utility of a communication channel in conveying information can be interpreted as a problem within the framework of...
ON WEIGHTED PCM AND MEAN SQUARE DEVIATION, (2005)
Bellman,Richard, Kalaba,Robert
Bedrosian has introduced the concept of weighted pulse-code modulation, WPCM. This differs from normal PCM in that the amplitude of the transmitted pulses representing the binary digits in a...
DYNAMIC PROGRAMMING, SEQUENTIAL ESTIMATION AND SEQUENTIAL DETECTION PROCESSES, (2005)
Bellman,Richard, Kalaba,Robert, Middleton,David
Some general sequential estimation and sequential detection processes are provided with an analytical formulation through use of the functional equation technique of dynamic programming. Some...
INVARIANT IMBEDDING AND MATHEMATICAL PHYSICS, I: PARTICLE PROCESSES. (2005)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
Using invariance principles in a systematic fashion, new analytic formulations are derived of the classical particle processes, those of transport theory, radiative transfer; random walk, multiple...
DYNAMIC PROGRAMMINE AND ADAPTIVE PROCESSES--I: MATHEMATICAL FOUNDATION, (2005)
Bellman,Richard, Kalaba,Robert
A foundatio is laid for a mathematical theory of a significant class of decision processes which have not as yet been studied in any generality. These processes, which are described in some detail,...
INVARIANT IMBEDDING AND NONVARIATIONAL PRINCIPLES IN ANALYTICAL DYNAMICS, (2005)
Bellman,Richard, Kagiwada,Harriet, Kalaba,Robert
An integration theory is provided for the canonical equations of motion with parallels to the classical theory of Jacobi. The new approach is applicable to the general case where there is no...
A NUMERICAL INVERSION OF THE LAPLACE TRANSFORM, (2005)
Bellman, Richard, Kalaba, Robert, Shiffman, Bernard
Usual analytic methods of inverting the Laplace transformation are mostly impractical for numeri cal work. A method applicable to the numerical analysis of the inverse Laplace transform is dis...
Direct Transformation of Variational Problems into Cauchy Systems. I. Scalar-Quadratic Case. (2002)
This series of papers addresses three interrelated problems: the solution of a variational minimization problem, the solution of integral equations, and the solution of an initial valued system of...
Hess,James, Kagiwada,Harriet, Kalaba,Robert
This series of papers addresses three interrelated problems: The solution of a variational problem, the solution of integral equations, and the solution of an initial valued system of...
Akbari,Alireza, Hess,James, Kagiwada,Harriet, Kalaba,Robert
Team decision theory studies the problem of how a group of decision makers should use information to coordinate their actions. Mathematically, the task is to find functions that maximize an objective...
DYNAMIC PROGRAMMING APPLIED TO CONTROL PROCESSES GOVERNED BY GENERAL FUNCTIONAL EQUATIONS (1998)
BELLMAN,RICHARD, KALABA,ROBERT
The fundu=onal equation technique of dynamic programming is applied to the study of co trol processes governed by equ tions of quite general type. Of particular interest are processes with time lags...
Bellman, Richard, Kalaba, Robert, Ueno, Sueo
It is shown how the invariant-imbedding technique is used for the derivation of integral equations governing the reflection and the transmission coefficients of radiation in a one-dimensional medium...
INVARIANT IMBEDDING AND A RESOLVENT OF THE PHOTON-DIFFUSION EQUATION, (1998)
Bellman, Richard, Kalaba, Robert, Ueno, Sueo
In the study of radiative transfer, the classical Boltzmann-type approach focuses attention on the statistical behavior of the particles within the medium. There are, however, analytical and...
ON THE PRINCIPLE OF INVARIANT IMBEDDING AND DIFFUSE RELECTION FROM CYLINDRICAL REGIONS, (1998)
Bellman,Richard, Kalaba,Robert
It is shown that the principle of invariant imbedding (introduced in AD-605 023) permits the treatment of problems of radiative transfer from cylindrical and spherical geometries in a unitary fashion.
ON THE PRINCIPLE OF INVARIANT IMBEDDING AND ONE-DIMENSIONAL NEUTRON MULTIPLICATION, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
A new method is introduced for treating problems involving neutron multiplication by fission, with special regard to questions of critical mass and distribution of neutrons. The results dderive from...
Bellman,Richard, Kalaba,Robert, Lockett,Jo Ann
In a recent article, Beck and Rescigno point out that there are some important biochemical and physiological tracer experiments in which it is necessary to determine the weighting function k(t),...
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
Consideration is given to a one-dimensional version of the reflection and transmission of neutrons, and the phenomenon of critical mass. Although the effects of fission, capture and forward and...
RANDOM WALK, SCATTERING AND INVARIANT IMBEDDING. I: ONE-DIMENSIONAL DISCRETE CASE, (1998)
Bellman,Richard, Kalaba,Robert
In this paper, a new method was introduced of treating problems involving random walk processes, based upon the principle of invariant imbedding which were introduced and applied in previous papers....
INVARIANT IMBEDDING, WAVE PROPAGATION AND THE WKB APPROXIMATION, (1998)
Bellman,Richard, Kalaba,Robert
In previous papers, some applications of the principle of invariant imbedding to radiative transfer and neutron diffusion processes were presented. This use of invariance principles was stimulated by...
INVARIANT IMBEDDING AND NEUTRON TRANSPORT THEORY. II: FUNCTIONAL EQUATIONS, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
Some one-dimensional fission processes are considered with particular regard to questions of critical length and energy dependence of the products of fission. Various interconnections between the...
INVARIANT IMBEDDING AND NEUTRON TRANSPORT THEORY - A GENERALIZED APPROACH, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
In previous papers the theory of invariant imbedding has been applied to a variety of transport problems. Each problem has been treated individually and any change in the geometry of the medium or...
INVARIANT IMBEDDING AND GENERALIZED TRANSPORT THEORY; A BASIC STOCHASTIC FUNCTIONAL EQUATION, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
The aim of the present paper was to extend previous results and techniques so as to include an extensive category of transport processes involving both deterministic and stochastic interaction,...
INVARIANT IMBEDDING AND NEUTRON TRANSPORT THEORY. III. NEUTRON-NEUTRON COLLISION PROCESSES, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
The effects on criticality of neutron-neutron collisions involving annihilation are investigated for one-dimensional, single and multi-group cases. The analytic treatment shows that regardless of the...
ON THE K-TH BEST POLICIES, (1998)
Bellman,Richard, Kalaba,Robert
It is shown how the functional equation technique of dynamic programming can be used to determine the optimal, second best, third best, etc., policies for various deterministic and stochastic...
INVARIANT IMBEDDING AND NEUTRON TRANSPORT THEORY. IV. GENERALIZED TRANSPORT THEORY, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
The aim of the paper is to extend previous results and techniques so as to include an extensive category of transport processes involving deterministic and stochastic interactions and general...
INVARIANT IMBEDDING AND WAVE PROPAGATION IN STOCHASTIC MEDIA, (1998)
Bellman,Richard, Kalaba,Robert
The principle of invariant imbedding leads to the formulation of various functional equations describing plane wave propagation in stochastic media. The approach involves first the derivation of...
MATHEMATICAL EXPERIMENTATION IN TIME-LAG MODULATION, (1998)
Bellman,Richard, Buell,June, Kalaba,Robert
Equations of the form du/dt = g(u(t),u(h(t))) arise in a number of scientific contexts. In this paper, we point out some interesting properties of the solution of u'(t) = - u(t - 1 - k sin omega t) +...
INVARIANT IMBEDDING AND NEUTRON TRANSPORT THEORY. V: DIFFUSION AS A LIMITING CASE, (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
Diffusion theory classically has been regarded as an approximation to the more rigorous (but, of course, not completely rigorous) transport theory under the assumption of high velocity and small mean...
DISSIPATION FUNCTIONS AND INVARIANT IMBEDDING, I. (1998)
Bellman,Richard, Kalaba,Robert, Wing,G. Milton
In a series of papers dating from 1956, the authors have used the theory of invariant imbedding to derive a variety of nonlinear functional equations for the description of radiative transfer,...
REDUCTION OF DIMENSIONALITY, DYNAMIC PROGRAMMING, AND CONTROL PROCESSES. (1998)
Bellman,Richard, Kalaba,Robert
A major difficulty in the way of a successful systematic approach to the study of control processes by way of the theory of dynamic programming is the occurrence of processes having state vectors of...
Bellman,Richard, Kalaba,Robert
This Memorandum shows how to approximate a nonlinear partial differential integral equation by a system of ordinary differential equations. A table of necessary constants is provided, and the results...
QUASILINEARIZATION, INVARIANT IMBEDDING, AND THE CALCULATION OF EIGENVALUES, (1998)
Bellman,Richard, Kagiwada,Harriet, Kalaba,Robert
Several eigenvalue problems for systems of ordinary differential equations are considered. They are resolved computationally using the quasilinearization technique, a quadratically convergent...
MULTIPLE ANISOTROPIC SCATTERING IN SLABS WITH AXIALLY SYMMETRIC FIELDS, (1998)
Kagiwada,Harriet, Kalaba,Robert
The invariant imbedding approach is applied to the problem of diffuse reflection from a slab having a strongly elongated phase function. The diffuse radiation field is assumed to be axially...
VERIFICATION OF AN APPROXIMATE FORMULA FOR MULTIPLE SCATTERING OF SLOW ELECTRONS, (1998)
Kagiwada,Harriet, Kalaba,Robert
Verification of an approximate formula recently proposed by two Russian authors for the multiple scattering of slow electrons in a gas. This study shows how the true solution can be computed...
INITIAL-VALUE METHODS FOR INTEGRAL EQUATIONS ARISING IN THEORIES OF THE SOLAR ATMOSPHERE, (1998)
Kagiwada,Harriet, Kalaba,Robert, Ueno,Sueo
A computationally useful initial-value theory for determining the intensity of radiation emerging normal to the surface of the atmosphere for comparison with observed profiles is discussed. In this...
Bellman,Richard, Juncosa,Mario, Kalaba,Robert
Using a generalization of Newton's method, a nonlinear parabolic equation of the form u sub t - u sub xx = g(u), and a nonlinear elliptic equation u sub xx + u sub yy = e superscript u, are solved...
A Multicriteria Approach to Model Specification and Estimation (1996)
Robert Kalaba, Leigh Tesfatsion
: In decision theory, incommensurabilities among conflicting decision criteria are typically handled by multicriteria optimization methods such as Pareto efficiency and meanvariance analysis. In...
Robert Kalaba, Leigh Tesfatsion
Abstract. Parameter estimation problems for nonlinear systems are typically formulated as nonlinear optimization problems. For such problems, one has the usual difficulty that standard successive...
Complete comparative static differential equations (1981)
Robert Kalaba, Leigh Tesfatsion
Key words and phrases: Parameterized system of equations, complete variational equations, qualitative analysis, numerical implementation, economic applications. 1.
Local and nonlocal comparative static analysis of economic systems (1981)
Robert Kalaba, Leigh Tesfatsion, Jonelin Wang
A complete differential-equation system has been developed for the local and nonlocal comparative static analysis of general parametrized economic systems ‘k ( r, a) = 0. The differential equations...
A Multicriteria Approach to Model Specification and Estimation
Robert Kalaba, Leigh Tesfatsion
In decision theory, incommensurabilities among conflicting decision criteria are typically handled by multicriteria optimization methods such as Pareto efficiency and mean-variance analysis. In...
Programme for "Flexible Least Squares for Approximately Linear Systems"
Robert Kalaba, Leigh Tesfatsion
Fortran code for the programme used for the article by R. Kalaba and Leigh Tesfatsion "Flexible Least Squares for Approximatley Linear Systems", IEEE Transactions on Systems, Man, and Cybernetics,...
Programme to "Nonlocal Automated Comparative Static Analysis"
Robert Kalaba, Leigh Tesfatsion
Fortran code for the programme used for the article by Leigh Tesfatsion "Nonlocal Automated Comparative Static Analysis," Computer Science in Economics and Management_ (now Computational Economics),...
INVARIANT IMBEDDING AND THE REDUCTION OF TWO-POINT BOUNDARY VALUE PROBLEMS TO INITIAL VALUE PROBLEMS
INVARIANT IMBEDDING AND THE REDUCTION OF TWO-POINT BOUNDARY VALUE PROBLEMS TO INITIAL VALUE PROBLEMS
A Multicriteria Approach to Model Specification and Estimation
Kalaba, Robert, Tesfatsion, Leigh
This study considers why multicriteria techniques have not been widely adopted in econometrics to date. It then presents a multicriteria approach to estimation problems for which the basic objective...