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Original Articles

Enhanced multiobjective particle swarm optimization in combination with adaptive weighted gradient-based searching

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Pages 789-804 | Received 04 Apr 2007, Published online: 19 Aug 2008

References

  • Arakawa , M. , Nakayama , H. and Ishikawa , H. 2003 . Development of genetic range genetic algorithms (case of multi-objective optimum design) . Transactions of the Japan Society of Mechanical Engineers, Series C , 69 ( 686 ) : 2707 – 2713 . (in Japanese)
  • Bosman , P. A.N. and de Jong , E. D. Exploiting gradient information in numerical multi-objective evolutionary optimization . Proceedings of GECCO–2005: Genetic and Evolutionary Computation Conference . Jun 25–29 2005 , Washington, D.C.. pp. 755 – 762 . New York : ACM Press .
  • Charnes , A. , Cooper , W. W. and Rhodes , E. 1978 . Measuring the efficiency of decision making units . European Journal of Operation Research , 2 ( 6 ) : 429 – 444 .
  • Coello Coello , C. A. , Pulido , G. T. and Lechuga , M. S. 2004 . Handling multiple objectives with particle swarm optimization . IEEE Transactions on Evolutionary Computation , 8 ( 3 ) : 256 – 279 .
  • Crain , T. , Bishop , R. H. and Fowler , W. 2000 . Interplanetary flyby mission optimization using a hybrid global–local search method . Journal of Spacecraft and Rockets , 37 ( 4 ) : 468 – 474 .
  • Deb , K. and Jain , S. 2003 . Multi-speed gearbox design using multi-objective evolutionary algorithms . Journal of Mechanical Design , 125 ( 3 ) : 609 – 619 .
  • Deb , K. , Pratap , A. and Meyarivan , T. 2002 . A fast and elitist multiobjective genetic algorithm: NSGA-II . IEEE Transactions on Evolutionary Computation , 6 ( 2 ) : 182 – 197 .
  • Fan , S.-K. S. , Liang , Y.-C. and Zahara , E. 2004 . Hybrid simplex search and particle swarm optimization for the global optimization of multimodal functions . Engineering Optimization , 36 ( 4 ) : 401 – 418 .
  • Fourie , P. C. and Groenwold , A. A. 2002 . The particle swarm optimization algorithm in size and shape optimization . Structural and Multidisciplinary Optimization , 23 ( 1 ) : 259 – 267 .
  • He , S. , Prempain , E. and Wu , Q. H. 2004 . An improved particle swarm optimizer for mechanical design optimization problems . Engineering Optimization , 36 ( 5 ) : 585 – 605 .
  • Izui , K. , Nishiwaki , S. and Yoshimura , M. 2007 . Swarm algorithms for single and multi-objective optimization problems incorporating sensitivity analysis . Engineering Optimization , 39 ( 8 ) : 981 – 998 .
  • Kelner , V. and Leonard , O. 2004 . Application of genetic algorithms to lubrication pump stacking design . Journal of Computational and Applied Mathematics , 168 ( 1–2 ) : 255 – 265 .
  • Kennedy , J. and Eberhart , R. 2001 . Swarm Intelligence , San Francisco : Morgan Kaufmann .
  • Kita , H. 2001 . A comparison study of self-adaptation in evolution strategies and real-coded genetic algorithms . Evolutionary Computation , 9 ( 2 ) : 223 – 242 .
  • Mahinthakumar , G. and Sayeed , M. 2005 . Hybrid genetic algorithm–local search methods for solving groundwater source identification inverse problems . Journal of Water Resources Planning and Management , 131 ( 1 ) : 45 – 57 .
  • Ray , T. and Tsai , H. M. 2004 . Swarm algorithm for single- and multiobjective airfoil design optimization . AIAA Journal , 42 ( 2 ) : 366 – 373 .
  • Schutte , J. F. and Groenwold , A. A. 2003 . Sizing design of truss structures using particle swarm . Structural and Multidisciplinary Optimization , 25 ( 4 ) : 261 – 269 .
  • Venter , G. and Sobieszczanski-Sobieski , J. 2003 . Particle Swarm Optimization . AIAA Journal , 41 ( 5 ) : 1583 – 1589 .
  • Venter , G. and Sobieszczanski-Sobieski , J. 2004 . Multidisciplinary optimization of a transport aircraft wing using particle swarm . Structural and Multidisciplinary Optimization , 26 ( 1–2 ) : 121 – 131 .
  • Watanabe , S. , Hiroyasu , T. and Miki , M. Proceedings of the Fourth Asia-Pacific Conference on Simulated Evolution and Learning . Neighborhood cultivation genetic algorithm for multi-objective optimization problems . November 18–22 2002 . pp. 198 – 202 . Singapore
  • Wu , J. and Azarm , S. 2001 . Metrics for quality assessment of a multiobjective design optimization solution set . Journal of Mechanical Design , 123 ( 1 ) : 18 – 25 .
  • Yoon , J.-H. and Shoemaker , C. A. 2001 . Improved real-coded ga for groundwater bioremediation . Journal of Computing in Civil Engineering , 15 ( 3 ) : 224 – 231 .
  • Yoshimura , M. , Nishiwaki , S. and Izui , K. 2005 . A multiple cross-sectional shape optimization method for automotive body frames . Journal of Mechanical Design , 127 ( 1 ) : 49 – 57 .

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