The Performance of a New Version of MOEA/D on CEC09 Unconstrained MOP Test Instances

被引：472

作者：

Zhang, Qingfu ^{[1
]}

Liu, Wudong ^{[1
]}

Li, Hui ^{[2
]}

机构：

[1] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England

[2] Univ Nottingham, Dept Comp Sci, Nottingham NG8 1BB, England

来源：

2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-5 | 2009年

关键词：

MOEA/D; Test problems; Multiobjective optimization; GENETIC LOCAL SEARCH; ALGORITHM;

D O I：

10.1109/CEC.2009.4982949

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper describes the idea of MOEA/D and proposes a strategy for allocating the computational resource to different subproblems in MOEA/D. The new version of MOEA/D has been tested on all the CEC09 unconstrained MOP test instances.

引用

页码：203 / +

页数：5

共 15 条

[1]

[Anonymous], CES489 U ESS SCH COM

[2] MOEA/D for Flowshop Scheduling Problems [J].

Chang, Pei Chann ;

Chen, Shih Hsin ;

Zhang, Qingfu ;

Lin, Jun Lin .

2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, :1433-+

[3] A fast and elitist multiobjective genetic algorithm: NSGA-II [J].

Deb, K ;

Pratap, A ;

Agarwal, S ;

Meyarivan, T .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) :182-197

[4]

Hughes EJ, 2003, IEEE C EVOL COMPUTAT, P2678

[5] A multi-objective genetic local search algorithm and its application to flowshop scheduling [J].

Ishibuchi, H ;

Murata, T .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 1998, 28 (03) :392-403

[6] Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling [J].

Ishibuchi, H ;

Yoshida, T ;

Murata, T .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2003, 7 (02) :204-223

[7]

ISHIBUCHI H, 2009, P 5 INT C DEV EV MUL

[8] On the performance of multiple-objective genetic local search on the 0/1 knapsack problem - A comparative experiment [J].

Jaszkiewicz, A .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (04) :402-412

[9]

Knowles J., 1999, P 1999 C EV COMP CEC, V1, P98, DOI DOI 10.1109/CEC.1999.781913

[10]

LI H, 2009, IEEE T EVOL IN PRESS

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