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03432aam a2200373 i 4500 001 8A66653272D911EDA0B05B7C49ECA4DB 003 SILO 005 20221203010154 008 210427t20212021enka b 001 0 eng 010 $a 2021019446 020 $a 1108494749 020 $a 9781108494748 035 $a (OCoLC)1240492417 040 $a DLC $b eng $e rda $c DLC $d YDX $d OCLCO $d OCLCF $d UKMGB $d YDX $d AAA $d OCLCO $d NWQ $d SILO 042 $a pcc 050 00 $a T57.92 C44 2021 084 $a COM021000 $2 bisacsh 100 1 $a Chen, Yan $c (Authority on networks), $e author. 245 10 $a Reciprocity, evolution, and decision games in network and data science / $c Yan Chen, University of Science and Technology of China, Chih-Yu Wang, Academia Sinica, Chunxiao Jiang, Tsinghua University, K.J. Ray Liu, University of Maryland, College Park. 264 1 $a Cambridge, United Kingdom ; $b Cambridge University Press, $c 2021. 300 $a xv, 457 pages : $b illustrations ; $c 26 cm 504 $a Includes bibliographical references and index. 520 $a "Learn how to analyze and manage evolutionary and sequential user behaviors in modern networks, and how to optimize network performance by using indirect reciprocity, evolutionary games, and sequential decision-making. Understand the latest theory without the need to go through the details of traditional game theory. With practical management tools to regulate user behavior and simulations and experiments with real data sets, this is an ideal tool for graduate students and researchers working in networking, communications, and signal processing"-- $c Provided by publisher. 505 0 $a Basic game theory -- Part I. Indirect reciprocity. Indirect reciprocity game in cognitive networks ; Indirect reciprocity game for dynamic channel access ; Multiuser indirect reciprocity game for cooperative communications ; Indirect reciprocity data fusion game and application to cooperative spectrum sensing -- Part II. Evolutionary games. Evolutionary game for cooperative peer-to-peer streaming ; Evolutionary game for spectrum sensing and access in cognitive networks ; Graphical evolutionary game for dsistributed adaptive networks ; Graphical evolutionary game for information diffusion in social networks ; Graphical evolutionary game for information diffusion in heterogeneous social networks -- Part III. Sequential decision-making. Introduction to sequential decision-making ; Chinese restaurant game : sequential decision-making in static systems ; Chinese restaurant game : sequential decision-making in dynamic systems ; Indian buffet game for multiple choices ; Hidden Chinese restaurant game : learning from actions ; Wireless network access with mechanism design ; Deal selection on social media with behavior prediction ; Social computing : answer vs. vote. 650 0 $a Game theory. 650 0 $a System analysis. 700 1 $a Wang, Chih-Yu, $d 1984- $e author. 700 1 $a Jiang, Chunxiao, $d 1987- $e author. 700 1 $a Liu, K. J. Ray, $d 1961- $e author. 776 08 $i Online version: $a Chen, Yan (Authority on networks). $t Reciprocity, evolution, and decision games in network and data science $d Cambridge, United Kingdom ; New York, NY, USA : Cambridge University Press, 2021 $z 9781108859783 $w (DLC) 2021019447 941 $a 1 952 $l USUX851 $d 20230302020237.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=8A66653272D911EDA0B05B7C49ECA4DB 994 $a C0 $b IWAInitiate Another SILO Locator Search