000			02249nam a22002297a 4500
005			20251126171627.0
008			180327b xxu||||| |||| 00| 0 eng d
020			_a9781886529434
041			_aeng
082			_a519.703 _bBerD4 Vol.1
100			_aBertsekas, Dimitri P.
245			_aDynamic Programming And Optimal Control [4th ed.] [Vol.1] / _cDimitri P. Bertsekas
250			_a4th ed.
260			_aUSA: _bAthena Scientific; _c©2017
300			_axix, 555p.
505			_aContents: 1. The Dynamic Programming Algorithm. 2. Deterministic Systems and the Shortest Path 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			_aThis 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. 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. 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			_aDynamic Programming
650			_aControl Theory
650			_aMathematical Optimization
942			_cBK
999			_c2545 _d2545