Optimization techniques and applications with examples
Title:
Optimization techniques and applications with examples
Author:
Yang, Xin-She, author.
ISBN:
9781119490609
9781119490623
Personal Author:
Physical Description:
1 online resource (385 pages)
Contents:
Mathematical foundations -- Algorithms, complexity and convexity -- Optimization -- Constrained optimization -- Optimization techniques : approximation methods -- Linear programming -- Integer programming -- Regression and regularization -- Machine learning algorithms -- Queueing theory and simulation -- Multiobjective optimization -- Constraint-handling techniques -- Evolutionary algorithms -- Nature-inspired algorithms.
Local Note:
Electronic reproduction. Ann Arbor, MI : ProQuest, 2018. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Subject Term:
Genre:
Electronic Access:
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