Evolutionary design method and its application

Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering

Volumn 40, Issue 1, 2004, Pages 1-6

  Teng, Hongfei ^a   Zeng, Wei ^a   Liang, Dawei ^a   Sun, Zhiguo ^a   Liu, Jun ^a   Li, Guangqiang ^a  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Evolutionary design; Full automatization; Human computer cooperation; Robot; Scheme design; Structural optimization

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTOMATION; EVOLUTIONARY ALGORITHMS; INTELLIGENT ROBOTS; PRODUCT DESIGN; PRODUCT DEVELOPMENT; SATELLITES; STRUCTURAL DESIGN; STRUCTURAL OPTIMIZATION;

ARTIFICIAL LIFE DESIGN; CONCEPTUAL DESIGN; EVOLUTIONARY DESIGN; FULL AUTOMATIZATION; HUMAN COMPUTER COOPERATION; SCHEME DESIGN;

COMPUTER AIDED DESIGN;

EID: 2342509085     PISSN: 05776686     EISSN: None     Source Type: Journal    
DOI: 10.3901/jme.2004.01.001     Document Type: Review

References (33)

1. Lipson Hod, Pollack Jordan B. Automatic design and manufacture of robotic lifeforms. Nature, 2000, 406(8): 974-978
2. Dorn W, Gomory R, Greenberg H. Automatic design of optimal structures. J. De Mechanique, 1964, 5(3): 25-52
3. Bendsoe M P, Kijuchi N. Generating optimal topologies in structural design using a homogenization method. Computer Methods in Applied Mechanics and Engineering, 1988, 71(2): 197-224
4. Yang R J. Multidiscipline topology optimization. Computers and Structures, 1997, 63(6): 1205-1212
5. Eschenauer H A, Koblev V V. Bubble method for topology and shape optimization of structures. Structural Optimization, 1994, 12(1): 42-51
6. Hassani B, Hinton E. Review of homogenization and topology optimization III - topology optimization using optimality criteria. Computers and Structures, 1998, 69(6): 739-756
7. Rozvany G. Stress ratio and compliance based methods in topology optimization - a critical review. Structural and Multidisciplinary Optimization, 2001, 12(2): 109-119
8. Yamakawa Hiroshi. Study on heredity and evolution of designs by using genetic algorithms. Transactions of the Japan Society of Mechanical Engineers, Part C, 1995(12): 4646-4652
9. Yoshimura Masataka, Shimizu Yoshihito. Generation of machine system design based on imitation of the evolution of living creatures. Transactions of the Japan Society of Mechanical Engineers, Part C, 1999(9): 3789-3797
10. Norman Bryan A, Smith Alice E. Random keys genetic algorithm with adaptive penalty function for optimization of constrained facility layout problems. In: Proceeding of the IEEE Conference on Evolutionary Computation, IEEE Conference on Evolutionary Computation, 1997: 407-411
11. Sims Karl. Evolving 3D morphology and behavior by competition. In: Proceedings of the 4th International Workshop on the Synthesis and Simulation of Living Systems. Brooks Maes, 1994: 28-39
12. Komosinski M, Ulatowski S. Framstics: Towards a simulation of a nature-like world, creatures and evolution. In: Proceedings of ECAL, 1999: 261-265
13. Lee W P, Hallam John, Lund Henrik H. A hybrid GP/GA approach for co-evolving controllers and robot bodies to achieve fitness-specified tasks. In: Proceeding of IEEE the 3rd International Conference on Evolutionary Computation 1996: 384-389
14. Dain Robert A. Developing mobile robot wall-following algorithms using genetic programming. Applied Intelligence, 1998, 8(5): 33-41
15. Watson Richard A, Fcici Sevan G, Pollack Jordan B. Embodied evolution: embodying an evolutionary algorithm in a population of robots. In: Angleline P. et al, eds., 1999 Congress on Evolutionary Computation, New York, 1999: 335-342
16. Lenat D B, Feigenbaum E A. On the thresholds of knowledge. Artificial Intelligence, 1991, 47(1): 185-230
17. Cho Sung Bae. Towards creative evolutionary systems with interactive genetic algorithm. Applied Intelligence, 2002, 2(16): 129-138
18. Aoki Ken, Takagi Hideyuki. 3-D CG lighting with an interactive GA. In: 1st Int'l Conf. on Conventional and Knowledge-based Intelligent Electronic Systems (KES'97), Adelaide, Australia, 1997: 296-301
19. Hart E, Ross P. GAVEL - A new tool for genetic algorithm visualization. IEEE Transaction on Evolutionary Computation, 2001, 5(4): 335-348
20. Kosorukoff A. Human based genetic algorithm. Illegal report, 2001004, 2001
21. Liu J, Teng H F. Human-genetic algorithm cooperation and its interface. In: Dai G Z, ed., Proceeding of the 5th Asia Pacific Conference on Computer Human Interaction (APCHI), 2002, China Beijing, Science Press, 2002: 378-387