Introduction to Optimization

Yavuz Eren; Ibrahim B. Küçükdemiral; Ilker Üstoğlu

doi:10.1016/B978-0-08-101041-9.00002-8

Introduction to Optimization

Yavuz Eren^*
, Ibrahim B. Küçükdemiral
, Ilker Üstoğlu

^*Corresponding author for this work

Yildiz Technical University
Glasgow Caledonian University

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

52 Citations (Scopus)

Abstract

In this chapter, the basic principles of optimization and the mathematical formulation of the optimization problem have been provided. Besides, the categorization of the optimization problems has been presented in terms of the number of constraints, the structure of the variables, and linearity of the formulation elements. Considering the most familiar type of optimization problem, linear optimization approach has been examined in details. Then, some remarkable optimization techniques under the classification of unconstrained and constrained techniques have been investigated. Moreover, as regarding the increasing trend in the utilization of intelligent constrained optimization methods for the implementation and operational problems of renewable energy technologies, the literature have been reviewed.

Original language	English
Title of host publication	Optimization in Renewable Energy Systems
Subtitle of host publication	Recent Perspectives
Publisher	Elsevier Inc.
Pages	27-74
Number of pages	48
ISBN (Electronic)	9780081012093
ISBN (Print)	9780081010419
DOIs	https://doi.org/10.1016/B978-0-08-101041-9.00002-8
Publication status	Published - 6 Mar 2017
Externally published	Yes

Bibliographical note

Publisher Copyright:
© 2017 Elsevier Ltd. All rights reserved.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Constrained optimization
Linear optimization
Nonlinear optimization
Solving techniques
Unconstrained optimization

Access to Document

10.1016/B978-0-08-101041-9.00002-8

Cite this

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title = "Introduction to Optimization",

abstract = "In this chapter, the basic principles of optimization and the mathematical formulation of the optimization problem have been provided. Besides, the categorization of the optimization problems has been presented in terms of the number of constraints, the structure of the variables, and linearity of the formulation elements. Considering the most familiar type of optimization problem, linear optimization approach has been examined in details. Then, some remarkable optimization techniques under the classification of unconstrained and constrained techniques have been investigated. Moreover, as regarding the increasing trend in the utilization of intelligent constrained optimization methods for the implementation and operational problems of renewable energy technologies, the literature have been reviewed.",

keywords = "Constrained optimization, Linear optimization, Nonlinear optimization, Solving techniques, Unconstrained optimization",

author = "Yavuz Eren and K{\"u}{\c c}{\"u}kdemiral, \{Ibrahim B.\} and Ilker {\"U}stoğlu",

year = "2017",

month = mar,

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doi = "10.1016/B978-0-08-101041-9.00002-8",

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T1 - Introduction to Optimization

AU - Eren, Yavuz

AU - Küçükdemiral, Ibrahim B.

AU - Üstoğlu, Ilker

PY - 2017/3/6

Y1 - 2017/3/6

N2 - In this chapter, the basic principles of optimization and the mathematical formulation of the optimization problem have been provided. Besides, the categorization of the optimization problems has been presented in terms of the number of constraints, the structure of the variables, and linearity of the formulation elements. Considering the most familiar type of optimization problem, linear optimization approach has been examined in details. Then, some remarkable optimization techniques under the classification of unconstrained and constrained techniques have been investigated. Moreover, as regarding the increasing trend in the utilization of intelligent constrained optimization methods for the implementation and operational problems of renewable energy technologies, the literature have been reviewed.

AB - In this chapter, the basic principles of optimization and the mathematical formulation of the optimization problem have been provided. Besides, the categorization of the optimization problems has been presented in terms of the number of constraints, the structure of the variables, and linearity of the formulation elements. Considering the most familiar type of optimization problem, linear optimization approach has been examined in details. Then, some remarkable optimization techniques under the classification of unconstrained and constrained techniques have been investigated. Moreover, as regarding the increasing trend in the utilization of intelligent constrained optimization methods for the implementation and operational problems of renewable energy technologies, the literature have been reviewed.

KW - Constrained optimization

KW - Linear optimization

KW - Nonlinear optimization

KW - Solving techniques

KW - Unconstrained optimization

UR - https://www.scopus.com/pages/publications/85040610968

U2 - 10.1016/B978-0-08-101041-9.00002-8

DO - 10.1016/B978-0-08-101041-9.00002-8

M3 - Chapter

AN - SCOPUS:85040610968

SN - 9780081010419

SP - 27

EP - 74

BT - Optimization in Renewable Energy Systems

PB - Elsevier Inc.

ER -

Introduction to Optimization

Abstract

Bibliographical note

UN SDGs

Keywords

Access to Document

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