Dynamic Programming And Optimal Control [4th ed.] [Vol.1] / (Record no. 2545)

MARC details
000 -LEADER
fixed length control field 02249nam a22002297a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251126171627.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180327b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781886529434
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.703
Item number BerD4 Vol.1
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Bertsekas, Dimitri P.
245 ## - TITLE STATEMENT
Title Dynamic Programming And Optimal Control [4th ed.] [Vol.1] /
Statement of responsibility, etc Dimitri P. Bertsekas
250 ## - EDITION STATEMENT
Edition statement 4th ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication USA:
Name of publisher Athena Scientific;
Year of publication ©2017
300 ## - PHYSICAL DESCRIPTION
Number of Pages xix, 555p.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Contents: 1. The Dynamic Programming Algorithm. 2. Deterministic Systems and the Shortest Path<br/>Problem. 3. Problems with Perfect State Information. 4. Problems with Imperfect State Information. 5. Introduction to Infinite Horizon Problems. 6. Approximate Dynamic Programming. 7. Deterministic Continuous-Time Optimal Control.
520 ## - SUMMARY, ETC.
Summary, etc This 4th edition is a major revision of Vol. I of the leading two-volume dynamic programming textbook by Bertsekas, and contains a substantial amount of new material, particularly on approximate DP in Chapter 6. This chapter was thoroughly reorganized and rewritten, to bring it in line, both with the contents of Vol. II, whose latest edition appeared in 2012, and with recent developments, which have propelled approximate DP to the forefront of attention.<br/><br/>Some of the highlights of the revision of Chapter 6 are an increased emphasis on one-step and multistep lookahead methods, parametric approximation architectures, neural networks, rollout, and Monte Carlo tree search. Among other applications, these methods have been instrumental in the recent spectacular success of computer Go programs. The material on approximate DP also provides an introduction and some perspective for the more analytically oriented treatment of Vol. II.<br/><br/>The book includes a substantial number of examples, and exercises, detailed solutions of many of which are posted on the internet. It was developed through teaching graduate courses at M.I.T., and is supported by a large amount of educational material, such as slides and videos, posted at the MIT Open Courseware, the author's, and the publisher's web sites.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Dynamic Programming
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Control Theory
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Mathematical Optimization
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Collection code Home library Current library Shelving location Date acquired Source of acquisition Purchase Price Bill number Full call number Accession Number Print Price Bill Date/Price effective from Koha item type
      Computer Science Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 27/03/2018 The Book Syndicate 3909.92 BS/35705 519.703 DIM 04419 4496.40 27/03/2018 Books
      Computer Science Indian Institute of Technology Tirupati Indian Institute of Technology Tirupati General Stacks 27/03/2018 The Book Syndicate 3909.92 BS/35705 519.703 DIM 04420 4496.40 27/03/2018 Books