Characteristics of good meta-heuristic algorithms for the frequency assignment problem

被引:8
作者
Smith, DH [1 ]
Allen, SM
Hurley, S
机构
[1] Univ Glamorgan, Div Math, Pontypridd CF37 1DL, M Glam, Wales
[2] Cardiff Univ, Dept Comp Sci, Cardiff CF2 3XF, S Glam, Wales
关键词
radio frequency assignment; algorithms; weighted constraints;
D O I
10.1023/A:1014919603430
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Most writers on frequency assignment algorithms have described the details of a single algorithm, and evaluated the algorithm on selected data sets. There has been relatively little emphasis on describing the common features that are important if an algorithm is to have good performance. This paper describes the key features, with particular emphasis on algorithms for weighted fixed spectrum problems. The use of algorithms handling weighted constraints has become increasingly common in recent years. The advantages and disadvantages of weighting constraints are demonstrated.
引用
收藏
页码:285 / 301
页数:17
相关论文
共 19 条
[1]  
Allen SM, 1999, DISCRETE MATH, V197, P41
[2]   SIMULATION STUDY OF SOME DYNAMIC CHANNEL ASSIGNMENT ALGORITHMS IN A HIGH-CAPACITY MOBILE TELECOMMUNICATIONS SYSTEM [J].
ANDERSON, LG .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1973, CO21 (11) :1294-1301
[3]  
[Anonymous], 1999, METAHEURISTICS
[4]   A new strategy for the application of genetic algorithms to the channel-assignment problem [J].
Beckmann, D ;
Killat, U .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1999, 48 (04) :1261-1269
[6]  
HANSSON P, 1997, MOBILE COMMUNICA DEC, P89
[7]   Tabu search for frequency assignment in mobile radio networks [J].
Hao, JK ;
Dorne, R ;
Galinier, P .
JOURNAL OF HEURISTICS, 1998, 4 (01) :47-62
[8]   FASoft: A system for discrete channel frequency assignment [J].
Hurley, S ;
Smith, DH ;
Thiel, SU .
RADIO SCIENCE, 1997, 32 (05) :1921-1939
[9]  
Hurley S, 2000, IEEE VTS VEH TECHNOL, P1714, DOI 10.1109/VETECF.2000.886117
[10]  
KOLEN AWJ, 1999, GENETIC ALGORITHM FR