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 |