Optimization techniques and applications with examples / Xin-She Yang.

By: Yang, Xin-She [author.]Material type: TextTextPublisher: Hoboken, New Jersey : John Wiley & Sons, 2018Description: xxxi, 350 pages : illustrations ; 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9781119490548Subject(s): Mathematical optimizationDDC classification: 519.6 LOC classification: QA402.5 | .Y366 2018
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.
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Item type Current library Collection Call number Copy number Status Date due Barcode
Book Book University of Macedonia Library
Βιβλιοστάσιο Α (Stack Room A) 		Main Collection QA402.5.Y366 2018 (Browse shelf (Opens below)) 1 Available 0013148720

Includes bibliographical references and index.

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.

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