Bertsekas, Dimitri P.
Overview
Works:  168 works in 529 publications in 6 languages and 7,831 library holdings 

Genres:  Textbooks 
Roles:  Author, Originator 
Classifications:  T57.83, 519.703 
Publication Timeline
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Most widely held works by
Dimitri P Bertsekas
Data networks by
Dimitri P Bertsekas(
Book
)
38 editions published between 1982 and 2004 in 4 languages and held by 870 WorldCat member libraries worldwide
38 editions published between 1982 and 2004 in 4 languages and held by 870 WorldCat member libraries worldwide
Dynamic programming and optimal control by
Dimitri P Bertsekas(
Book
)
37 editions published between 1995 and 2012 in English and Italian and held by 539 WorldCat member libraries worldwide
"The leading and most uptodate textbook on the farranging algorithmic methododogy of Dynamic Programming, which can be used for optimal control, Markovian decision problems, planning and sequential decision making under uncertainty, and discrete/combinatorial optimization. The treatment focuses on basic unifying themes, and conceptual foundations. It illustrates the versatility, power, and generality of the method with many examples and applications from engineering, operations research, and other fields. It also addresses extensively the practical application of the methodology, possibly through the use of approximations, and provides an extensive treatment of the farreaching methodology of NeuroDynamic Programming/Reinforcement Learning. The first volume is oriented towards modeling, conceptualization, and finitehorizon problems, but also includes a substantive introduction to infinite horizon problems that is suitable for classroom use. The second volume is oriented towards mathematical analysis and computation, treats infinite horizon problems extensively, and provides an uptodate account of approximate largescale dynamic programming and reinforcement learning. The text contains many illustrations, workedout examples, and exercises."Publisher's website
37 editions published between 1995 and 2012 in English and Italian and held by 539 WorldCat member libraries worldwide
"The leading and most uptodate textbook on the farranging algorithmic methododogy of Dynamic Programming, which can be used for optimal control, Markovian decision problems, planning and sequential decision making under uncertainty, and discrete/combinatorial optimization. The treatment focuses on basic unifying themes, and conceptual foundations. It illustrates the versatility, power, and generality of the method with many examples and applications from engineering, operations research, and other fields. It also addresses extensively the practical application of the methodology, possibly through the use of approximations, and provides an extensive treatment of the farreaching methodology of NeuroDynamic Programming/Reinforcement Learning. The first volume is oriented towards modeling, conceptualization, and finitehorizon problems, but also includes a substantive introduction to infinite horizon problems that is suitable for classroom use. The second volume is oriented towards mathematical analysis and computation, treats infinite horizon problems extensively, and provides an uptodate account of approximate largescale dynamic programming and reinforcement learning. The text contains many illustrations, workedout examples, and exercises."Publisher's website
Parallel and distributed computation : numerical methods by
Dimitri P Bertsekas(
Book
)
23 editions published between 1989 and 1997 in English and held by 538 WorldCat member libraries worldwide
Mathematics of Computing  Parallelism
23 editions published between 1989 and 1997 in English and held by 538 WorldCat member libraries worldwide
Mathematics of Computing  Parallelism
Constrained optimization and Lagrange multiplier methods by
Dimitri P Bertsekas(
Book
)
25 editions published between 1981 and 2014 in 3 languages and held by 535 WorldCat member libraries worldwide
The method of multipliers for equality constrained problems; the method of multipliers for inequality constrained and nondifferentiable optimization problems; exact penalty methods and lagrangian methods; nonquadratic penalty functions  convex programming
25 editions published between 1981 and 2014 in 3 languages and held by 535 WorldCat member libraries worldwide
The method of multipliers for equality constrained problems; the method of multipliers for inequality constrained and nondifferentiable optimization problems; exact penalty methods and lagrangian methods; nonquadratic penalty functions  convex programming
Dynamic programming and stochastic control by
Dimitri P Bertsekas(
Book
)
14 editions published between 1976 and 1983 in English and held by 494 WorldCat member libraries worldwide
Control of uncertain systems over a finite horizon; Control of uncertain systems over an infinite horizon
14 editions published between 1976 and 1983 in English and held by 494 WorldCat member libraries worldwide
Control of uncertain systems over a finite horizon; Control of uncertain systems over an infinite horizon
Stochastic optimal control : the discrete time case by
Dimitri P Bertsekas(
Book
)
20 editions published between 1978 and 1996 in English and held by 479 WorldCat member libraries worldwide
Analysis of dynamic programming models; Stochastic optimal control theory
20 editions published between 1978 and 1996 in English and held by 479 WorldCat member libraries worldwide
Analysis of dynamic programming models; Stochastic optimal control theory
Nonlinear programming by
Dimitri P Bertsekas(
Book
)
30 editions published between 1995 and 2008 in English and French and held by 466 WorldCat member libraries worldwide
30 editions published between 1995 and 2008 in English and French and held by 466 WorldCat member libraries worldwide
Linear network optimization : algorithms and codes by
Dimitri P Bertsekas(
Book
)
17 editions published between 1991 and 1992 in English and held by 334 WorldCat member libraries worldwide
17 editions published between 1991 and 1992 in English and held by 334 WorldCat member libraries worldwide
Dynamic programming : deterministic and stochastic models by
Dimitri P Bertsekas(
Book
)
11 editions published between 1976 and 1987 in English and held by 285 WorldCat member libraries worldwide
11 editions published between 1976 and 1987 in English and held by 285 WorldCat member libraries worldwide
Introduction to probability by
Dimitri P Bertsekas(
Book
)
19 editions published between 2002 and 2008 in English and held by 271 WorldCat member libraries worldwide
19 editions published between 2002 and 2008 in English and held by 271 WorldCat member libraries worldwide
Neurodynamic programming by
Dimitri P Bertsekas(
Book
)
9 editions published in 1996 in English and held by 268 WorldCat member libraries worldwide
9 editions published in 1996 in English and held by 268 WorldCat member libraries worldwide
Nondifferentiable optimization by
M. L Balinski(
Book
)
5 editions published in 1975 in English and held by 221 WorldCat member libraries worldwide
Nondifferentiable optimization via approximation; On improving relaxation methods by modified gradient techniques; The minimization of certain nondifferentiable sums of eigenvalues of symmetric matrices; Using duality to solve discrete optimization problems: theory and computational experience; An extension of Davidon methods to non differentiable problems; Minimax solution of nonlinear equations without calculating derivatives; The use of the boxstep method in discrete optimization; A method of conjugate subgradients for minimizing nondifferentiable functions
5 editions published in 1975 in English and held by 221 WorldCat member libraries worldwide
Nondifferentiable optimization via approximation; On improving relaxation methods by modified gradient techniques; The minimization of certain nondifferentiable sums of eigenvalues of symmetric matrices; Using duality to solve discrete optimization problems: theory and computational experience; An extension of Davidon methods to non differentiable problems; Minimax solution of nonlinear equations without calculating derivatives; The use of the boxstep method in discrete optimization; A method of conjugate subgradients for minimizing nondifferentiable functions
Convex analysis and optimization by
Dimitri P Bertsekas(
Book
)
10 editions published between 2003 and 2009 in English and held by 198 WorldCat member libraries worldwide
10 editions published between 2003 and 2009 in English and held by 198 WorldCat member libraries worldwide
Network optimization : continuous and discrete methods by
Dimitri P Bertsekas(
Book
)
4 editions published in 1998 in English and held by 140 WorldCat member libraries worldwide
4 editions published in 1998 in English and held by 140 WorldCat member libraries worldwide
Dynamic programming and optimal control by
Dimitri P Bertsekas(
Book
)
13 editions published between 1995 and 2012 in English and held by 80 WorldCat member libraries worldwide
13 editions published between 1995 and 2012 in English and held by 80 WorldCat member libraries worldwide
Dynamic programming and optimal control by
Dimitri P Bertsekas(
Book
)
11 editions published between 1995 and 2005 in English and held by 73 WorldCat member libraries worldwide
11 editions published between 1995 and 2005 in English and held by 73 WorldCat member libraries worldwide
Convex optimization theory by
Dimitri P Bertsekas(
Book
)
4 editions published between 2009 and 2011 in English and held by 55 WorldCat member libraries worldwide
An insightful, concise, and rigorous treatment of the basic theory of convex sets and functions in finite dimensions, and the analytical/geometrical foundations of convex optimization and duality theory. Convexity theory is first developed in a simple accessible manner, using easily visualized proofs. Then the focus shifts to a transparent geometrical line of analysis to develop the fundamental duality between descriptions of convex sets and functions in terms of points and in terms of hyperplanes. Finally, convexity theory and abstract duality are applied to problems of constrained optimization, Fenchel and conic duality, and game theory to develop the sharpest possible duality results within a highly visual geometric framework
4 editions published between 2009 and 2011 in English and held by 55 WorldCat member libraries worldwide
An insightful, concise, and rigorous treatment of the basic theory of convex sets and functions in finite dimensions, and the analytical/geometrical foundations of convex optimization and duality theory. Convexity theory is first developed in a simple accessible manner, using easily visualized proofs. Then the focus shifts to a transparent geometrical line of analysis to develop the fundamental duality between descriptions of convex sets and functions in terms of points and in terms of hyperplanes. Finally, convexity theory and abstract duality are applied to problems of constrained optimization, Fenchel and conic duality, and game theory to develop the sharpest possible duality results within a highly visual geometric framework
Network optimization : continuous and discrete models by
Dimitri P Bertsekas(
Book
)
6 editions published in 1998 in English and held by 42 WorldCat member libraries worldwide
6 editions published in 1998 in English and held by 42 WorldCat member libraries worldwide
Convex Optimization Algorithms by
Dimitri P Bertsekas(
Book
)
2 editions published in 2015 in English and held by 11 WorldCat member libraries worldwide
2 editions published in 2015 in English and held by 11 WorldCat member libraries worldwide
Abstract dynamic programming by
Dimitri P Bertsekas(
Book
)
1 edition published in 2013 in English and held by 10 WorldCat member libraries worldwide
1 edition published in 2013 in English and held by 10 WorldCat member libraries worldwide
more
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Audience Level
0 

1  
Kids  General  Special 
Related Identities
 Shreve, Steven E.
 Τσιτσικλής, Γιάννης Ν Author
 Gallager, Robert G. Author
 Wolfe, Philip 1941
 Balinski, M. L.
 Ozdaglar, Asuman E.
 Nedić, Angelia
 Massachusetts Institute of Technology Laboratory for Information and Decision Systems Funder
 Center for Intelligent Control Systems (U.S.)
 Tseng, Paul Author
Useful Links
Associated Subjects
Algorithms Computer networks Computer science Control theory Convex functions Convex programming Data transmission systems Duality theory (Mathematics) Dynamic programming Electronic data processingDistributed processing Functions, Continuous Functions of real variables Mathematical optimization Mathematics Maxima and minima Measure theory Multipliers (Mathematical analysis) Network analysis (Planning) Neural networks (Computer science) Nondifferentiable functions Nonlinear programming Parallel processing (Electronic computers) Probabilities Random variables Stochastic control theory Stochastic processes