Basic Theoretical Background

Hongliang Zhang; Lingyang Song; Zhu Han

doi:10.1007/978-3-030-33039-2_2

Basic Theoretical Background

Hongliang Zhang
, Lingyang Song
, Zhu Han

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

Abstract

In this chapter, we will review some theories which will be used in the following chapters, including optimization theory, game theory, and machine learning. This chapter is organized as follows: We give some brief introductions of optimization theory in Sect. 2.1. In Sect. 2.2, we give the overview of game theory. In Sect. 2.3, the related machine learning technologies are presented.

Original language	English
Title of host publication	Wireless Networks(United Kingdom)
Publisher	Springer Science and Business Media B.V.
Pages	27-60
Number of pages	34
DOIs	https://doi.org/10.1007/978-3-030-33039-2_2
Publication status	Published - 2020

Publication series

Name	Wireless Networks(United Kingdom)
ISSN (Print)	2366-1186
ISSN (Electronic)	2366-1445

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Publisher Copyright:
© 2020, Springer Nature Switzerland AG.

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10.1007/978-3-030-33039-2_2

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title = "Basic Theoretical Background",

abstract = "In this chapter, we will review some theories which will be used in the following chapters, including optimization theory, game theory, and machine learning. This chapter is organized as follows: We give some brief introductions of optimization theory in Sect. 2.1. In Sect. 2.2, we give the overview of game theory. In Sect. 2.3, the related machine learning technologies are presented.",

author = "Hongliang Zhang and Lingyang Song and Zhu Han",

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doi = "10.1007/978-3-030-33039-2\_2",

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AU - Zhang, Hongliang

AU - Song, Lingyang

AU - Han, Zhu

PY - 2020

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AB - In this chapter, we will review some theories which will be used in the following chapters, including optimization theory, game theory, and machine learning. This chapter is organized as follows: We give some brief introductions of optimization theory in Sect. 2.1. In Sect. 2.2, we give the overview of game theory. In Sect. 2.3, the related machine learning technologies are presented.

UR - https://www.scopus.com/pages/publications/85107059423

U2 - 10.1007/978-3-030-33039-2_2

DO - 10.1007/978-3-030-33039-2_2

M3 - Chapter

AN - SCOPUS:85107059423

T3 - Wireless Networks(United Kingdom)

SP - 27

EP - 60

BT - Wireless Networks(United Kingdom)

PB - Springer Science and Business Media B.V.

ER -

Basic Theoretical Background

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