LEADER 00000ngm 2200445Ii 4500 001 902654985 003 OCoLC 005 20150402111929.0 007 vd|cbahou 008 150202s2015 vau720 vleng d 020 1629971103 020 9781629971100 020 9781501910463 020 1501910469 028 50 1342|bTeaching Company 040 JRY|cJRY|erda|dUtOrBLW 092 0 519.542|bSTE 245 10 Mathematical decision making|h[(DVD) videorecording] : |bpredictive models and optimization /|cProfessor Scott P. Stevens. 264 1 Chantilly, Virginia :|bTeaching Company,|c2015. 300 4 videodiscs (approximately 720 minutes) :|bsound, color ; |c4 3/4 in. +|e1 course guidebook (vi, 255 pages : illustrations ; 19 cm) 336 two-dimensional moving image|2rdacontent 336 text|2rdacontent 337 video|2rdamedia 337 unmediated|2rdamedia 338 videodisc|2rdacarrier 338 volume|2rdacarrier 347 video file|bDVD video|2rda 490 1 The great courses. Science & mathematics. Mathematics 500 "Course no. 1342"--Disc label. 500 Course consists of 24 lectures. 500 Each lecture approximately 30 min. 504 Bibliographical references included in course guidebook (pages 250-255). 505 0 Disc 1: The operations research superhighway -- Forecasting with simple linear regression -- Nonlinear trends and multiple regression -- Time series forecasting -- Data mining--exploration and prediction -- Data mining for affinity and clustering -- disc 2: Optimization--goals, decisions and constraints -- Linear programming and optimal network flow -- Scheduling and multiperiod planning -- Visualizing solutions to linear programs -- Solving linear programs in a spreadsheet -- Sensitivity analysis--trust the answer? -- disc 3: Integer programming --all or nothing -- Where is the efficiency frontier -- Programs with multiple goals -- Optimization in a nonlinear landscape -- Nonlinear models--best location, best pricing -- Randomness, probability, and expectation - - disc 4: Decision trees--which scenario is best? -- Bayesian analysis of new information -- Markov models--how a random walk evolves -- Queuing--why waiting lines work or fail -- Monte Carlo simulation for a better job bid -- Stochastic optimization and risk. 511 0 Lecturer: Scott P. Stevens, James Madison University. 538 DVD. 650 0 Decision making|xMathematical models. 650 0 Mathematical optimization. 655 7 Filmed lectures.|2lcgft 655 7 Nonfiction films.|2lcgft 710 2 Teaching Company,|epublisher. 830 0 Great courses (DVD). |pScience & mathematics|pMathematics.
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