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<br /> CYBERSECURITY: O.R. and the search for ‘cyber subs’<br /> October 2016<br /> Volume 43 • Number 5<br /> ormstoday.informs.org<br /> Also Inside:<br /> • AlphaGo:<br /> man vs. ‘intelligent’ machines<br /> • Analytics education:<br /> leaders weigh in on present & future<br /> Decisions,<br /> decisions<br /> So many questions, so many answers:<br /> • 2016 survey of decision<br /> analysis software<br /> • Decision definition:<br /> irrevocably allocating resources<br /> • Election analytics:<br /> predicting the next president<br /> <br /> <br /> Contents<br /> October 2016 | Volume 43, No. 5 | ormstoday.informs.org<br /> Features<br /> 2<br /> 0<br /> 20 Using big data in cybersecurity<br /> By Douglas A. Samuelson<br /> Operations research analysts search for “cyber subs”: defending<br /> U.S. cyber assets is mission crit<a title="ORMS Today, October2016 page 1" href="http://viewer.zmags.com/publication/7ae2b8e9?page=1"> CYBERSECURITY: O.R. and the search for ‘cyber sub</a> <a title="ORMS Today, October2016 page 2" href="http://viewer.zmags.com/publication/7ae2b8e9?page=2"> </a> <a title="ORMS Today, October2016 page 3" href="http://viewer.zmags.com/publication/7ae2b8e9?page=3"> </a> <a title="ORMS Today, October2016 page 4" href="http://viewer.zmags.com/publication/7ae2b8e9?page=4"> Contents October 2016 | Volume 43, No. 5 | or</a> <a title="ORMS Today, October2016 page 5" href="http://viewer.zmags.com/publication/7ae2b8e9?page=5"> Welcome to Analytic Solver® Cloud-based Optimizat</a> <a title="ORMS Today, October2016 page 6" href="http://viewer.zmags.com/publication/7ae2b8e9?page=6"> October 2016 | Volume 43, No. 5 | ormstoday.i</a> <a title="ORMS Today, October2016 page 7" href="http://viewer.zmags.com/publication/7ae2b8e9?page=7"> Welcome to Analytic Solver® Cloud-based Simulatio</a> <a title="ORMS Today, October2016 page 8" href="http://viewer.zmags.com/publication/7ae2b8e9?page=8"> Inside Story Peter Horner, editor peter.hor</a> <a title="ORMS Today, October2016 page 9" href="http://viewer.zmags.com/publication/7ae2b8e9?page=9"> Welcome to Analytic Solver® Cloud-based Data and </a> <a title="ORMS Today, October2016 page 10" href="http://viewer.zmags.com/publication/7ae2b8e9?page=10"> President’s Desk Ed Kaplan ‘</a> <a title="ORMS Today, October2016 page 11" href="http://viewer.zmags.com/publication/7ae2b8e9?page=11"> Is your solver provider getting in the way of you</a> <a title="ORMS Today, October2016 page 12" href="http://viewer.zmags.com/publication/7ae2b8e9?page=12"> INFORMS in the News Compiled by Ashley Kilg</a> <a title="ORMS Today, October2016 page 13" href="http://viewer.zmags.com/publication/7ae2b8e9?page=13"> timing and location, weather and travel logistics</a> <a title="ORMS Today, October2016 page 14" href="http://viewer.zmags.com/publication/7ae2b8e9?page=14"> Issues in Education By Gopalakrishnan Naray</a> <a title="ORMS Today, October2016 page 15" href="http://viewer.zmags.com/publication/7ae2b8e9?page=15"> AMPL MeAns Business Modeling Software for Large</a> <a title="ORMS Today, October2016 page 16" href="http://viewer.zmags.com/publication/7ae2b8e9?page=16"> PuzzlORJohn Toczek puzzlor@gmail.com Camping </a> <a title="ORMS Today, October2016 page 17" href="http://viewer.zmags.com/publication/7ae2b8e9?page=17"> What's Your StORy? Terry Harrison, CAP Prof</a> <a title="ORMS Today, October2016 page 18" href="http://viewer.zmags.com/publication/7ae2b8e9?page=18"> INFORMS Initiatives Annual meeting, CAP, pro bo</a> <a title="ORMS Today, October2016 page 19" href="http://viewer.zmags.com/publication/7ae2b8e9?page=19"> Stop compromising. With FICO's advanced analytic</a> <a title="ORMS Today, October2016 page 20" href="http://viewer.zmags.com/publication/7ae2b8e9?page=20"> ViewpointBy Joseph Byrum Crowdfarming, or how</a> <a title="ORMS Today, October2016 page 21" href="http://viewer.zmags.com/publication/7ae2b8e9?page=21"> happen if agriculture is going to have the produc</a> <a title="ORMS Today, October2016 page 22" href="http://viewer.zmags.com/publication/7ae2b8e9?page=22"> Defending U.S. cyber assets against adversaries i</a> <a title="ORMS Today, October2016 page 23" href="http://viewer.zmags.com/publication/7ae2b8e9?page=23"> representatives in the country, Lt. Gen. H. R. Mc</a> <a title="ORMS Today, October2016 page 24" href="http://viewer.zmags.com/publication/7ae2b8e9?page=24"> Cybersecurity cases, that is, activities that a</a> <a title="ORMS Today, October2016 page 25" href="http://viewer.zmags.com/publication/7ae2b8e9?page=25"> could reveal too much to prospective adversaries.</a> <a title="ORMS Today, October2016 page 26" href="http://viewer.zmags.com/publication/7ae2b8e9?page=26"> The game of Go originated in China more than 2,50</a> <a title="ORMS Today, October2016 page 27" href="http://viewer.zmags.com/publication/7ae2b8e9?page=27"> number of possible configurations due to a much la</a> <a title="ORMS Today, October2016 page 28" href="http://viewer.zmags.com/publication/7ae2b8e9?page=28"> AlphaGo AlphaGo deep neural net</a> <a title="ORMS Today, October2016 page 29" href="http://viewer.zmags.com/publication/7ae2b8e9?page=29"> first applied to multi-stage decision-making model</a> <a title="ORMS Today, October2016 page 30" href="http://viewer.zmags.com/publication/7ae2b8e9?page=30"> AlphaGo AlphaGo In other words</a> <a title="ORMS Today, October2016 page 31" href="http://viewer.zmags.com/publication/7ae2b8e9?page=31"> tool for games or sequential decision-making unde</a> <a title="ORMS Today, October2016 page 32" href="http://viewer.zmags.com/publication/7ae2b8e9?page=32"> Election analytics Student-driven STEM learning </a> <a title="ORMS Today, October2016 page 33" href="http://viewer.zmags.com/publication/7ae2b8e9?page=33"> In 2012, the team launched a new and improved</a> <a title="ORMS Today, October2016 page 34" href="http://viewer.zmags.com/publication/7ae2b8e9?page=34"> Present and future of analytics education </a> <a title="ORMS Today, October2016 page 35" href="http://viewer.zmags.com/publication/7ae2b8e9?page=35"> information among the analytics community.With su</a> <a title="ORMS Today, October2016 page 36" href="http://viewer.zmags.com/publication/7ae2b8e9?page=36"> Analytics Education communicate in a future wor</a> <a title="ORMS Today, October2016 page 37" href="http://viewer.zmags.com/publication/7ae2b8e9?page=37"> rather than focusing on introducing in-depth know</a> <a title="ORMS Today, October2016 page 38" href="http://viewer.zmags.com/publication/7ae2b8e9?page=38"> D E C I S I O N A N A LY S I S S</a> <a title="ORMS Today, October2016 page 39" href="http://viewer.zmags.com/publication/7ae2b8e9?page=39"> S achievements for the first 50 years of the fi</a> <a title="ORMS Today, October2016 page 40" href="http://viewer.zmags.com/publication/7ae2b8e9?page=40"> D E C I S I O N A N A LY S I S S</a> <a title="ORMS Today, October2016 page 41" href="http://viewer.zmags.com/publication/7ae2b8e9?page=41"> What's Your StORy? 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