000 01373nam a2200205 4500
008 220502b ||||| |||| 00| 0 eng d
020 _a9781886529441 (hb.)
082 _a519.703
_bBER
100 _aBertsekas, Dimitri P.
_9809
245 _aDynamic programming and optimal control :
_bapproximate dynamic programming
250 _a4th ed.
260 _aMassachusetts
_bAthena Scientific
_c2012
300 _axxi, 695p.,
500 _ahttp://athenasc.com/dpbook.html
520 _aThe leading and most up-to-date textbook on the far-ranging 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 far-reaching methodology of Neuro-Dynamic Programming/Reinforcement Learning.
650 _aMathematical optimization
_9688
650 _aDynamic programming
_9640
650 _aControl theory
_9605
942 _cBK
999 _c7861
_d7861