000 | 04096nam a22005655i 4500 | ||
---|---|---|---|
001 | 978-3-319-72428-7 | ||
003 | DE-He213 | ||
005 | 20220801220654.0 | ||
007 | cr nn 008mamaa | ||
008 | 180118s2018 sz | s |||| 0|eng d | ||
020 |
_a9783319724287 _9978-3-319-72428-7 |
||
024 | 7 |
_a10.1007/978-3-319-72428-7 _2doi |
|
050 | 4 | _aQ342 | |
072 | 7 |
_aUYQ _2bicssc |
|
072 | 7 |
_aTEC009000 _2bisacsh |
|
072 | 7 |
_aUYQ _2thema |
|
082 | 0 | 4 |
_a006.3 _223 |
100 | 1 |
_aRezvanian, Alireza. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _951676 |
|
245 | 1 | 0 |
_aRecent Advances in Learning Automata _h[electronic resource] / _cby Alireza Rezvanian, Ali Mohammad Saghiri, Seyed Mehdi Vahidipour, Mehdi Esnaashari, Mohammad Reza Meybodi. |
250 | _a1st ed. 2018. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2018. |
|
300 |
_aXIX, 458 p. 240 illus., 126 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aStudies in Computational Intelligence, _x1860-9503 ; _v754 |
|
505 | 0 | _aLearning automata theory -- Cellular learning automata -- Learning automata for wireless sensor networks -- Learning automata for cognitive Peer-to-peer networks -- Learning automata for Complex Social Networks -- Adaptive petri net based on learning automata -- Summary and future directions. | |
520 | _aThis book collects recent theoretical advances and concrete applications of learning automata (LAs) in various areas of computer science, presenting a broad treatment of the computer science field in a survey style. Learning automata (LAs) have proven to be effective decision-making agents, especially within unknown stochastic environments. The book starts with a brief explanation of LAs and their baseline variations. It subsequently introduces readers to a number of recently developed, complex structures used to supplement LAs, and describes their steady-state behaviors. These complex structures have been developed because, by design, LAs are simple units used to perform simple tasks; their full potential can only be tapped when several interconnected LAs cooperate to produce a group synergy. In turn, the next part of the book highlights a range of LA-based applications in diverse computer science domains, from wireless sensor networks, to peer-to-peer networks, to complex social networks, and finally to Petri nets. The book accompanies the reader on a comprehensive journey, starting from basic concepts, continuing to recent theoretical findings, and ending in the applications of LAs in problems from numerous research domains. As such, the book offers a valuable resource for all computer engineers, scientists, and students, especially those whose work involves the reinforcement learning and artificial intelligence domains. | ||
650 | 0 |
_aComputational intelligence. _97716 |
|
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 1 | 4 |
_aComputational Intelligence. _97716 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
700 | 1 |
_aSaghiri, Ali Mohammad. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _951677 |
|
700 | 1 |
_aVahidipour, Seyed Mehdi. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _951678 |
|
700 | 1 |
_aEsnaashari, Mehdi. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _951679 |
|
700 | 1 |
_aMeybodi, Mohammad Reza. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _951680 |
|
710 | 2 |
_aSpringerLink (Online service) _951681 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319724270 |
776 | 0 | 8 |
_iPrinted edition: _z9783319724294 |
776 | 0 | 8 |
_iPrinted edition: _z9783319891828 |
830 | 0 |
_aStudies in Computational Intelligence, _x1860-9503 ; _v754 _951682 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-72428-7 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cEBK | ||
999 |
_c78814 _d78814 |