High-performance computing for large-scale analysis, optimization, and control

Journal of Aerospace Engineering

Volumn 13, Issue 1, 2000, Pages 1-10

  Adeli, Hojjat ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

OBJECT ORIENTED PROGRAMMING; OPTIMIZATION; PARALLEL PROCESSING SYSTEMS; SUPERCOMPUTERS;

SHARED MEMORY SYSTEMS;

AEROSPACE ENGINEERING;

EID: 0033726367     PISSN: 08931321     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0893-1321(2000)13:1(1)     Document Type: Article

References (129)

1. Adeli, H., ed. (1992a). Parallel processing in computational mechanics. Marcel Dekker, New York.
2. Adeli, H., ed. (1992b). Supercomputing in engineering analysis. Marcel Dekker, New York.
3. Adeli, H., ed. (1994). Advances in design optimization. Chapman and Hall, London.
4. Adeli, H. (1999). "Competitive edge and environmentally-conscious design through concurrent engineering." Assembly Automation, 19(2), 92-94.
5. Adeli, H., and Cheng, N.-T. (1994). "Concurrent genetic algorithms for optimization of large structures." J. Aerosp. Engrg., ASCE, 7(3), 276-296.
6. Adeli, H., and Hung, S.-L. (1995). Machine learning - neural networks, genetic algorithms, and fuzzy system. Wiley, New York.
7. Adeli, H., and Kamal, O. (1993). Parallel processing in structural engineering. Elsevier, London.
8. Adeli, H., and Kamat, M. P., Kulkarni, G., and Vanluchene, R. D. (1993). "High-performance computing in structural mechanics and engineering." J. Aerosp. Engrg., ASCE, 6(3), 249-267.
9. Adeli, H., and Kumar, S. (1995a). "Concurrent structural optimization on massively parallel supercomputer." J. Struct. Engrg., ASCE, 121(11), 1588-1597.
10. Adeli, H., and Kumar, S. (1995b). "Distributed finite-element analysis on network of workstations - algorithms." J. Struct. Engrg., ASCE, 121(10), 1448-1455.
11. Adeli, H., and Kumar, S. (1995c). "Distributed genetic algorithm for structural optimization." J. Aerosp. Engrg., ASCE, 8(3), 156-163.
12. Adeli, H., and Kumar, S. (1999). Distributed computer-aided engineering. CRC, Boca Raton, Fla.
13. Adeli, H., and Park, H. S. (1995). "Optimization of space structures by neural dynamics." Neural Networks, 8(5), 769-781.
14. Adeli, H., and Park, H. S. (1998). Neurocomputing in design automation. CRC, Boca Raton, Fla.
15. Adeli, H., and Saleh, A. (1997). "Optimal control of adaptive/smart bridge structures." J. Struct. Engrg., ASCE, 123(2), 218-226.
16. Adeli, H., and Saleh, A. (1998). "Integrated structural/control optimization of large adaptive/smart structures." Int. J. Solids and Struct., 35(28-29), 3815-3830.
17. Adeli, H., and Saleh, A. (1999). Control, optimization, and smart structures - high-performance bridges and buildings of the future. Wiley, New York.
18. Adeli, H., and Soegiarso, R. (1999). High-performance computing in structural engineering. CRC, Boca Raton, Fla.
19. Adeli, H., and Yu, G. (1993). "A concurrent OOP model for computer-aided engineering using blackboard architecture." J. Parallel Algorithms and Applications, 1(2), 315-337.
20. Agarwal, T. K., Storaasli, O. O., and Nguyen, D. T. (1994). "A parallel-vector algorithm for rapid structural analysis on high-performance computers." Comp. and Struct., 51(5), 503-512.
21. Ajiz, M. A., and Jennings, A. (1984). "A robust incomplete Cholesky-conjugate gradient algorithm." Int. J. Numer. Methods in Engrg., 20, 949-966.
22. Babuska, I., Craig, A., Mandel, J., and Pitkaranta, J. (1991). "Efficient preconditioning for the p version finite element method in two dimensions." SIAM J. Numer. Anal., 28, 624-661.
23. Belytschko, T., Chiang, H. Y. and Plaskacz, E. J. (1994a). "High-resolution two-dimensional shear band computations: Imperfections and mesh dependence." Comp. Methods in Appl. Mech. and Engrg., 119, 1-15.
24. Belytschko, T., Lu, Y. Y., and Gu, L. (1994b). "Element-free Galerkin methods." Int. J. Numer. Methods in Engrg., 37, 229-256.
25. Bose, A., and Carey, G. F. (1999). "A class of data structures and object-oriented implementation for finite element methods on distributed memory systems." Comp. Methods in Appl. Mech. and Engrg., 171, 109-121.
26. Bramble, J., Pasciak, J., and Schatz, A. (1986). "The construction of preconditioners for elliptic problems by substructuring I." Math. Comp., 47, 103-134.
27. Cai, J., and Thierauf, G. (1996). "A parallel evolution strategy for solving discrete structural optimization." Adv. in Engrg. Software, 27, 91-96.
28. Chadha, H. S., and Baugh, J. W. Jr. (1996). "Network-distributed finite element analysis." Adv. in Engrg. Software, 25, 267-280.
29. Chen, H.-C., and Byreddy, V. (1997). "Solving plate bending problems using finite strips on networked workstations." Comp. and Struct., 62(2), 227-236.
30. Cho, J. R., and Oden, J. T. (1996). "A prior error estimations of hp-finite element approximations for hierarchical models of plate-and shell-like structures." Comp. Methods in Appl. Mech. and Engrg., 132, 135-177.
31. CRAY T3D system architecture overview manual. (1993). Cray Research, Inc., Eagen, Minn.
32. Danielson, K. T., and Namburu, R. R. (1998). "Nonlinear dynamic finite element analysis on parallel computers using FORTRAN 90 and MPI." Adv. Engrg. Software, 29, 179-186.
33. Dongarra, J. J., and Siden, M. (1993). "A parallel algorithm for the non-symmetric eigenvalue problem." SIAM J. Scientific Computing, 14(3), 542-569.
34. Duarte, C. A., and Oden, J. T. (1996a). "An h-p adaptive method using clouds." Comp. Methods in Appl. Mech. and Engrg., 139, 237-262.
35. Duarte, C. A., and Oden, J. T. (1996b). "H-p clouds - an h-p meshless method." Numer. Methods for Partial Differential Equations, 12, 673-705.
36. Farhat, C., and Chen, P.-S. (1994). "Tailoring domain decomposition methods for efficient parallel coarse grid solution and for systems with many right hand sides." Contemporary Mathematics, 180, 401-406.
37. Farhat, C., and Chen, P.-S. (1995). "A scalable Lagrange multiplier based domain decomposition method for time-dependent problems." Int. J. Numer. Methods in Engrg., 38, 3831-3853.
38. Farhat, C., Chen, P.-S., Mandel, J., and Roux, F. X. (1998a). "The two-level FETI method - part II: Extension to shell problems, parallel implementation and performance results." Comp. Methods in Appl. Mech. and Engrg., 155, 153-179.
39. Farhat, C., Chen, P.-S., Risler, F., and Roux, F. X. (1998b). "A unified framework for accelerating the convergence of iterative substructuring methods with Lagrange multipliers." Int. J. Numer. Methods in Engrg., 42, 257-288.
40. Farhat, C., Crivelli, L., and Roux, F. X. (1994a). "Extending substructure based iterative solvers to multiple load and repeated analyses." Comp. Methods in Appl. Mech. and Engrg., 117, 195-209.
41. Farhat, C., Crivelli, L., and Roux, F. X. (1994b). "A transient FETI methodology for large-scale parallel implicit computations in structural mechanics." Int. J. Numer. Methods in Engrg., 37, 1945-1975.
42. Farhat, C., Lacour, C., and Rixen, D. (1988c). "Incorporation of linear multipoint constraints in substructure based iterative solvers. Part 1 : A numerically scalable algorithm." Int. J. Numer. Methods in Engrg., 43, 997-1016.
43. Farhat, C., Lesoinne, M., and Stern, P. (1997). "High performance solution of three-dimensional nonlinear aeroelastic problems via parallel partitioned algorithms: methodology and preliminary results." Adv. in Engrg. Software, 28, 43-61.
44. Farhat, C., Maman, N., and Brown, G. W. (1995). "Mesh partitioning for implicit computations via iterative domain decomposition: Impact and optimization of the subdomain aspect ratio." Int. J. Numer. Methods in Engrg., 38, 989-1000.
45. Farhat, C., and Mandel, J. (1998). "The two-level FETI method for static and dynamic plate problems - part I: An optimal iterative solver for biharmonic systems." Comp. Methods in Appl. Mech. and Engrg., 155, 129-151.
46. Farhat, C., Mandel, J., and Roux, F. X. (1994). "Optimal convergence properties of the FETI domain decomposition method." Comp. Methods in Appl. Mech. and Engrg., 115, 365-385.
47. Farhat, C., and Roux, F. X. (1991). "A method of finite element tearing and interconnecting and its parallel solution algorithm." Int. J. Numer. Methods in Engrg., 32, 1205-1227.
48. Farhat, C., and Roux, F. X. (1994). "The dual Schur complement method with well-posed local Neumann problems." Contemporary Mathematics, 157, 193-201.
49. Feriani, A., Franchi, A., and Genna, F. (1996). "An incremental elastic-plastic finite element solver in a workstation cluster environment - part I. Formulations and parallel processing." Comp. Methods in Appl. Mech. and Engrg., 170, 289-298.
50. Feriani, A., and Genna, F. (1996). "An incremental elastic-plastic finite element solver in a workstation cluster environment - part II. Performance of a first implementation." Comp. Methods in Appl. Mech. and Engrg., 170, 299-318.
51. Foley, C. M., and Vinnakota, S. (1994). "Parallel processing in the elastic nonlinear analysis of high-rise frameworks." Comp. and Struct., 52(6), 1169-1179.
52. Franklin, J. (1968). Matrix theory. Prentice-Hall, Englewood Cliffs, N.J.
53. Gardiner, J. D. (1997). "A stabilized matrix sign function algorithm for solving algebraic Riccati equations." SIAM J. Scientific Computing, 18(5), 1393-1411.
54. Geist, G. A., Beguelin, A., Dongarra, J., Jiang, W., Manchek, R., and Sunderam, V. S. (1993). "PVM user's guide and reference manual." Tech. Rep. ORNL/TM-12187, Engrg. Phys. and Mathematics Div., Oak Ridge National Laboratory, Oak Ridge, Tenn.
55. Ghosh, D. K., and Basu, P. K. (1998). "A parallel programming environment for adaptive p-version finite element analysis." Adv. in Engrg. Software, 29(3-6), 227-240.
56. Gummadi, L. N. B., and Palazotto, A. N. (1997). "Nonlinear finite element analysis of beams and arches using parallel processors." Comp. and Struct., 63(3), 413-428.
57. Hendrickson, B. A., and Womble, D. E. (1994). "The torus-wrap mapping for dense matrix calculations on massively parallel computers." SIAM J. Scientific Computing, 15, 1201-1226.
58. Horie, T., and Kuramae, H. (1997). "Possibilities of workstation clusters for parallel finite element analysis." Microcomputers in Civ. Engrg., 12(2), 129-139.
59. Housner, G. W., Soong, T. T., and Masri, S. F. (1996). "Second generation of the active structural control in civil engineering." Microcomputers and Civ. Engrg., 11(5), 289-296.
60. Hsieh, S.-H., Paulino, G. H., and Abel, J. F. (1995). "Recursive spectral algorithms for automatic domain partitioning in parallel finite element analysis." Comp. Methods in Appl. Mech. and Engrg., 121, 137-162.
61. Hsieh, S.-H., Paulino, G. H., and Abel, J. F. (1997). "Evaluation of automatic domain partitioning algorithms for parallel finite element analysis." Int. J. Numer. Methods in Engrg., 40, 1025-1051.
62. Hudli, A. V., and Pidaparti, R. M. V. (1995). "Distributed finite element structural analysis using the client-server model." Communications in Numer. Methods in Engrg., 11, 227-233.
63. Ingber, M. S., and Papathanasiou, T. D. (1997). "A parallel-supercomputing investigation of the stiffness of aligned, short-fiber-reinforced concrete composites using the boundary element method." Int. J. Numer. Methods in Engrg., 40, 3477-3491.
64. Jacques, M. W. S., Ross, C. T. F., and Strickland, P. (1996). "Exploiting inherent parallelism in nonlinear finite element analysis." Comp. and Struct., 801-807.
65. Jang, Y.-S., and Youn, S.-K. (1998). "A parallel method of eigenvalue analysis using dynamic substructuring and homotopy continuation." Int. J. Numer. Methods in Engrg., 43, 409-424.
66. Johan, Z., Mathur, K. K., Johnsson, S. L., and Hughes, T. J. R. (1994). "Scability of finite element applications on distributed memory parallel computers." Comp. Methods in Appl. Mech. and Engrg., 119, 61-72.
67. Jones, M. T., and Plassmann, P. E. (2000). "Unstructured mesh computations on networks of workstations." Comp.-Aided Civ. and Infrastructure Engrg., 15(3).
68. Kamiya, N., Iwase, H., and Kita, E. (1996). "Parallel adaptive boundary element analysis." Comp. Methods in Appl. Mech. and Engrg., 134, 341-350.
69. Kobori, T. (1996). "Future direction on research and development of seismic-response-controlled structure." Microcomputers in Civ. Engrg., 11(5), 297-304.
70. Kumar, S., and Adeli, H. (1995a). "Distributed finite-element analysis on network of workstations - implementation and applications." J. Struct. Engrg., ASCE, 121(10), 1456-1462.
71. Kumar, S., and Adeli, H. (1995b). "Minimum weight design of large structures on a network of workstations." Microcomputers in Civ. Engrg., 10(6), 423-432.
72. Kumar, S., and Adeli, H. (1997). "Closure to 'Distributed finite-element analysis on network of workstations - algorithms.'" J. Struct. Engrg., ASCE, 123(3), 378-381.
73. Lin, J., Wang, X., and Williams, F. W. (1997). "Asynchronous parallel computing of structural nonstationary random seismic responses." Int. J. Numer. Methods in Engrg., 40, 2133-2149.
74. Liu, J., and Wu, G. (1994). "Parallel analysis of rotationally periodic structures." Comp. and Struct., 50(6), 785-795.
75. Mandel, J. (1993). "Adaptive iterative solvers in finite elements." Solving large-scale problems in mechanics, M. Papadrakakis, ed., Wiley, New York, 65-88.
76. Manual of steel construction - allowable stress design. (1995). 9th Ed., 2nd Rev., American Institute of Steel Construction, Chicago.
77. Manual of steel construction - load and resistance factor design: Vol. I, structural members, specifications, and codes. (1998). 2nd Ed., 2nd Rev., American Institute of Steel Construction, Chicago.
78. Masters, I., Usmani, A. S., Cross, J. T., and Lewis, R. W. (1997). "Finite element analysis of solidification using object-oriented and parallel techniques." Int. J. Numer. Methods in Engrg., 40, 2891-2909.
79. Mathur, K. K., Needleman, A., and Tvergaard, V. (1994). "Ductile failure analyses on massively parallel computers." Comp. Methods in Appl. Mech. and Engrg., 119, 283-309.
80. Meirovich, L. (1990). Introduction to dynamics and control. Wiley, New York.
81. Mitchell, J. A., and Reddy, J. N. (1998). "A multilevel hierarchical pre-conditioner for thin elastic solids." Int. J. Numer. Methods in Engrg., 43, 1383-1400.
82. Modak, S., Hsieh, S. H., and Sotelino, E. D. (1997). "A parallel matrix class library in C++ for computational mechanics applications." Microcomputers in Civ. Engrg., 12(2), 83-99.
83. MPP Fortran programming model. (1993). Cray Research, Inc., Eagen, Minn.
84. Namazifard, A., and Parsons, I. D. (2000). "An MPI parallel implementation of Newmark's method." Comp.-Aided Civ. and Infrastructure Engrg., 15(3).
85. Namburu, R. R., Turner, D. A., and Tamma, K. (1995). "An effective data parallel self-starting explicit methodology for computational structural dynamics on the Connection Machine CM-5." Int. J. Numer. Methods in Engrg., 38, 3211-3226.
86. Noor, A. K. (1997). "New computing systems and future high-performance computing environment and their impact on structural analysis and design." Comp. and Struct., 64(1-4), 1-30.
87. Oden, J. T., Duarte, C. A. M., and Zienkiewicz, O. C. (1998). "A new cloud-based hp finite element method." Comp. Methods in Appl. Mech. and Engrg., 153, 117-126.
88. Oden, J. T., Patra, A., and Feng, Y. (1994). "Parallel adaptive hp-finite element methods for problems in fluid and solid mechanics." Recent developments in finite element analysis, T. J. R. Hughes, E. Onate, and O. C. Zienkiewicz, ed., CIMNE, Barcelona, Spain, 29-36.
89. Oden, J. T., Patra, A., and Feng, Y. (1997). "Parallel domain decomposition solver for adaptive hp finite element methods." SIAM J. Numer. Anal., 34(6), 2090-2118.
90. Paige, C., and Loan, C. V. (1981). "A Schur decomposition for Hamiltonian matrices." Linear Algebra and Its Applications, 50, 11-32.
91. Papadrakakis, M., and Kotsopulos, A. (1999). "Parallel solution methods for stochastic finite element analysis using Monte Carlo simulation." Comp. Methods in Appl. Mech. and Engrg., 168, 305-320.
92. Park, H. S., and Adeli, H. (1997a). "Data parallel neural dynamics model for integrated design of large steel structures." Microcomputers in Civ. Engrg., 12(5), 311-326.
93. Park, H. S., and Adeli, H. (1997b). "Distributed neural dynamics algorithms for optimization of large steel structures." J. Struct. Engrg., ASCE, 123(7), 880-888.
94. Park, K. C., Justino, M. R. Jr., and Felippa, C. A. (1997). "An algebraically partitioned FETI method for parallel structural analysis: algorithm description." Int. J. Numer. Methods in Engrg., 40, 2717-2737.
95. Patnaik, S. N., Coroneos, R. M., and Hopikns, D. A. (2000). "Substructuring for structural optimization in a parallel processing environment." Comp.-Aided Civ. and Infrastructure Engrg., 15(3).
96. Plaskacz, E. J. (1997). "Parallel finite element analysis via message passing." Microcomputers in Civ. Engrg., 12(2), 101-118.
97. Rao, A. R. M., Loganathan, K., and Raman, N. V. (1995). "Nonlinear transient dynamic analysis on parallel processors." Microcomputers in Civ. Engrg., 10(6), 443-454.
98. Rixen, D., Farhat, C., and Geradin, M. (1998). "A two-step, two-field hybrid method for the static and dynamic analysis of substructure problems with conforming and non-conforming interfaces." Comp. Methods in Appl. Mech. and Engrg., 154, 229-264.
99. Rutishauser, H. (1990). Lectures on numerical mathematics. Birkhauser, Boston.
100. Saleh, A., and Adeli, H. (1994a). "Microtasking, macrotasking, and autotasking for structural optimization." J. Aerosp. Engrg., ASCE, 7(2), 156-174.
101. Saleh, A., and Adeli, H. (1994b). "Parallel algorithms for integrated structural/control optimization." J. Aerosp. Engrg., ASCE, 7(3), 297-314.
102. Saleh, A., and Adeli, H. (1996). "Parallel eigenvalue algorithms for large-scale control-optimization problems." J. Aerosp. Engrg., ASCE, 9(3), 70-79.
103. Saleh, A., and Adeli, H. (1997). "Robust parallel algorithms for solution of Riccati equation." J. Aerosp. Engrg., ASCE, 10(3), 126-133.
104. Saleh, A., and Adeli, H. (1998). "Optimal control of adaptive building structures under blast loading." Mechatronics, 8(8), 821-844.
105. Sarma, K. C., and Adeli, H. (1995). "Effect of general sparse matrix algorithm on optimization of space structures." AIAA J., 33(12), 2442-2444.
106. Sarma, K. C., and Adeli, H. (1996). "Sparse matrix algorithm for minimum weight design of large structures." Engrg. Optimization, 27, 65-85.
107. Schrefler, B. A., Matteazzi, R., Gawin, D., and Wang, X. (2000). "Two parallel computing methods for coupled thermo-hydro-mechanical problems." Comp.-Aided Civ. and Infrastructure Engrg., 15(3).
108. Soegiarso, R., and Adeli, H. (1994). "Impact of vectorization on large-scale structural optimization." Struct. Optimization, 7, 117-125.
109. Soegiarso, R., and Adeli, H. (1995). "Parallel-vector algorithms for analysis of large structures." J. Aerosp. Engrg., ASCE, 8(1), 54-67.
110. Soegiarso, R., and Adeli, H. (1996). "Optimization of large steel truss structures using standard cross sections." Engrg. J., 33(3), 83-117.
111. Soegiarso, R., and Adeli, H. (1997a). "Optimization of large space frame steel structures." Engrg. J., 34(2), 54-60.
112. Soegiarso, R., and Adeli, H. (1997b). "Optimum load and resistance factor design of steel space-frame structures." J. Struct. Engrg., ASCE, 123(2), 184-192.
113. Soegiarso, R., and Adeli, H. (1998). "Parallel-vector algorithm for optimization of large steel structures on a shared-memory machine." Comp.-Aided Civ. and Infrastructure Engrg., 13(3), 207-217.
114. Sorensen, N. J., and Andersen, B. S. (1996). "A parallel finite element method for the analysis of crystalline solids." Comp. Methods in Appl. Mech. and Engrg., 132, 345-357.
115. Suarjana, M. (1998). "Comparison of preconditioned conjugate gradient method and LDL factorization for structural analysis." Comp.-Aided Civ. and Infrastructure Engrg., 13(4), 289-296.
116. Topping, B. H. V., and Khan, A. I. (1994). "Parallel computation schemes for dynamic relaxation." Engrg. Computations, 11, 513-548.
117. Topping, B. H. V., Khan, A. I., and Bahreininejad, A. (1997). "Parallel training of neural networks for finite element mesh decomposition." Comp. and Struct., 63(4), 693-707.
118. Topping, B. H. V., and Leite, J. P. B. (1997). "Parallel genetic models for structural optimization." Engrg. Optimization, 28.
119. Topping, B. H. V., Sziveri, J., Bahreinejad, A., Leite, J. P. B., and Cheng, B. (1998). "Parallel processing, neural networks, and genetic algorithms." Adv. in Engrg. Software, 29(10), 763-786.
120. Uniform building code - volume 2 - structural engineering design provisions. (1997). International Conference of Building Officials, Whittier, Calif.
121. Watkins, W. J., Kennedy, D., and Williams, F. W. (1997). "On estimating machine dependency of fine and coarse grain parallel structural computations." Microcomputers in Civ. Engrg., 12(2), 119-128.
122. Watson, B. C., and Noor, A. K. (1996a). "Nonlinear structural analysis on distributed-memory computers." Comp. and Struct., 58(2), 233-247.
123. Watson, B. C., and Noor, A. K. (1996b). "Sensitivity analysis for large-deflection and postbuckling responses on distributed-memory computers." Comp. Methods in Appl. Mech. and Engrg., 129, 393-409.
124. Weinert, M., and Eschenauer, H. A. (1996). "A parallel decomposition algorithm in application to structural design." Adv. in Engrg. Software, 26, 1-12.
125. Xicheng, W., and Schrefler, B. A. (1998). "A multi-frontal parallel algorithm for coupled thermo-hydro-mechanical analysis of deforming porous media." Int. J. Numer. Methods in Engrg., 43, 1069-1083.
126. Yi, S., Ahmad, M. F., and Hilton, H. H. (1997). "Finite element algorithms for dynamic simulations of viscoelastic composite shell structures using conjugated gradient method on coarse grained and massively parallel machines." Int. J. Numer. Methods in Engrg., 40, 1857-1875.
127. Yu, G., and Adeli, H. (1991). "Computer-aided design using object-oriented programming paradigm and blackboard architecture." Microcomputers in Civ. Engrg., 6(3), 177-189.
128. Yu, G., and Adeli, H. (1993). "Object-oriented finite element analysis using EER model." J. Struct. Engrg., ASCE, 119(9), 2763-2781.
129. Yu, G., Tzeng, G. Y., Chaturvedi, S., Adeli, H., and Zhang, S. Q. (1995). "A finite element approach to global-local modeling in composite laminate analysis." Comp. and Struct., 57(6), 1035-1044.