Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms

T. M. CHAN; S. KWONG; K. F. MAN; K. S. TANG

doi:10.1109/IECON.2001.976444

Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms

T. M. CHAN, S. KWONG, K. F. MAN, K. S. TANG

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

1 Citation (Scopus)

Abstract

This paper deals with the minimization of the total system cost in the PCS network using CDMA cellular system standard. The total system cost includes the installation costs of Base Stations (BSs), Base Station Controllers (BSCs) and PCS Exchanges (PCXs), the weighted-distance connection costs between BSs and BSCs and between BSCs and PCXs and the hard handoff cost. Our objective is to keep each of these costs as a minimum with guaranteed service performance. However, there exists tradeoff property between these costs. Therefore, we use an efficient and effective searching technique, Hierarchical Genetic Algorithms (HGA), which has the ability to handle multiobjective functions and various constraints and find multiple different solutions for decision making.

Original language	English
Title of host publication	IECON’01 : The 27th Annual Conference of the IEEE Industrial Electronics Society
Publisher	IEEE
Pages	7-12
Number of pages	6
Volume	1
ISBN (Print)	0780371089
DOIs	https://doi.org/10.1109/IECON.2001.976444
Publication status	Published - 2001
Externally published	Yes
Event	27th Annual Conference of the IEEE Industrial Electronics Society, 2001 - Hyatt Regency Tech Center, Denver, United States Duration: 29 Nov 2001 → 2 Dec 2001

Conference

Conference	27th Annual Conference of the IEEE Industrial Electronics Society, 2001
Abbreviated title	IECON'01
Country/Territory	United States
City	Denver
Period	29/11/01 → 2/12/01

Keywords

Code division multiple access (CDMA)
Hierarchical genetic algorithms
Personal communication services

Access to Document

10.1109/IECON.2001.976444

Cite this

@inproceedings{56fa9cc50e504ebb9338217c8c77e958,

title = "Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms",

abstract = "This paper deals with the minimization of the total system cost in the PCS network using CDMA cellular system standard. The total system cost includes the installation costs of Base Stations (BSs), Base Station Controllers (BSCs) and PCS Exchanges (PCXs), the weighted-distance connection costs between BSs and BSCs and between BSCs and PCXs and the hard handoff cost. Our objective is to keep each of these costs as a minimum with guaranteed service performance. However, there exists tradeoff property between these costs. Therefore, we use an efficient and effective searching technique, Hierarchical Genetic Algorithms (HGA), which has the ability to handle multiobjective functions and various constraints and find multiple different solutions for decision making.",

keywords = "Code division multiple access (CDMA), Hierarchical genetic algorithms, Personal communication services",

author = "CHAN, {T. M.} and S. KWONG and MAN, {K. F.} and TANG, {K. S.}",

year = "2001",

doi = "10.1109/IECON.2001.976444",

language = "English",

isbn = "0780371089",

volume = "1",

pages = "7--12",

booktitle = "IECON{\textquoteright}01 : The 27th Annual Conference of the IEEE Industrial Electronics Society",

publisher = "IEEE",

note = "27th Annual Conference of the IEEE Industrial Electronics Society, 2001, IECON'01 ; Conference date: 29-11-2001 Through 02-12-2001",

}

CHAN, TM, KWONG, S, MAN, KF & TANG, KS 2001, Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms. in IECON’01 : The 27th Annual Conference of the IEEE Industrial Electronics Society . vol. 1, IEEE, pp. 7-12, 27th Annual Conference of the IEEE Industrial Electronics Society, 2001, Denver, Colorado, United States, 29/11/01. https://doi.org/10.1109/IECON.2001.976444

Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms. / CHAN, T. M.; KWONG, S.; MAN, K. F. et al.
IECON’01 : The 27th Annual Conference of the IEEE Industrial Electronics Society . Vol. 1 IEEE, 2001. p. 7-12.

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

TY - GEN

T1 - Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms

AU - CHAN, T. M.

AU - KWONG, S.

AU - MAN, K. F.

AU - TANG, K. S.

PY - 2001

Y1 - 2001

N2 - This paper deals with the minimization of the total system cost in the PCS network using CDMA cellular system standard. The total system cost includes the installation costs of Base Stations (BSs), Base Station Controllers (BSCs) and PCS Exchanges (PCXs), the weighted-distance connection costs between BSs and BSCs and between BSCs and PCXs and the hard handoff cost. Our objective is to keep each of these costs as a minimum with guaranteed service performance. However, there exists tradeoff property between these costs. Therefore, we use an efficient and effective searching technique, Hierarchical Genetic Algorithms (HGA), which has the ability to handle multiobjective functions and various constraints and find multiple different solutions for decision making.

AB - This paper deals with the minimization of the total system cost in the PCS network using CDMA cellular system standard. The total system cost includes the installation costs of Base Stations (BSs), Base Station Controllers (BSCs) and PCS Exchanges (PCXs), the weighted-distance connection costs between BSs and BSCs and between BSCs and PCXs and the hard handoff cost. Our objective is to keep each of these costs as a minimum with guaranteed service performance. However, there exists tradeoff property between these costs. Therefore, we use an efficient and effective searching technique, Hierarchical Genetic Algorithms (HGA), which has the ability to handle multiobjective functions and various constraints and find multiple different solutions for decision making.

KW - Code division multiple access (CDMA)

KW - Hierarchical genetic algorithms

KW - Personal communication services

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M3 - Conference paper (refereed)

SN - 0780371089

VL - 1

SP - 7

EP - 12

BT - IECON’01 : The 27th Annual Conference of the IEEE Industrial Electronics Society

PB - IEEE

T2 - 27th Annual Conference of the IEEE Industrial Electronics Society, 2001

Y2 - 29 November 2001 through 2 December 2001

ER -

Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms

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Keywords

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