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Optimization techniques and applications with examples /

Bibliographic Details
Main Author: Yang, Xin-She (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Hoboken, New Jersey : John Wiley & Sons, 2018.
Subjects:
Mathematical optimization.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of 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.