A Jumping Gene Algorithm for Multiobjective Resource Management in Wideband CDMA Systems

T. M. Chan, K. F. Man, K. S. Tang, S. Kwong
2005 Computer journal  
In this paper, a newly developed jumping genes evolutionary paradigm is proposed for optimizing the multiobjective resource management problem in direct sequence-wideband code division multiple access systems. This formulation enables both total transmission power and total transmission rate to be simultaneously optimized. Since these two objectives are conflicting in nature, a set of tradeoff non-dominated solutions could be obtained without violating the quality of service. This new algorithm
more » ... This new algorithm has been statistically tested and compared with a number of various multiobjective evolutionary algorithms including the use of binary ε-indicator for classifying the capability in generating the quality of non-dominated solution sets. In addition, the capacity of finding a number of extreme solutions is an extra indication to show its ability to measure the diversity along the Pareto-optimal solution front in a unique fashion.
doi:10.1093/comjnl/bxh135 fatcat:hw7xg2ciqfhd7irxvtymkdipfu