Multiagent Heuristic Algorithms for Solving Problems of Slope Reinforcement Parameters Optimization

Автор(и)

  • Vsevolod Oleksandrovich Bohaienko V. M. Glushkov Institute of Cybernetics of NAS of Ukraine, Kiev, Ukraine

DOI:

https://doi.org/10.32626/2308-5878.2017-16.30-40

Анотація

Problem of finding optimized placement of bored concrete piles to reinforce soil slope has been considered. Processes in soil were modelled by two-dimensional strain-stress model which takes filtration processes into account. Genetic and particle swarm optimization algorithms were used to find optimized values of soil reinforcement parameters. Multiagent parallel algorithm is proposed to scale search process onto large parallel computational environments

Посилання

De Beer E. Stabilization of a slope in schist by means of bored piles reinforced with steel beams / E. De Beer, M. Wallays // Proceeding of 2nd international congress rock on mechcanics. — 1970. — Vol. 3. — P. 361–369.

Reese L. C. Use of drilled shafts in stabilising a slope / L. C. Reese, S. T. Wang, J. L. Fouse // Stability and performance of slopes and embankments — II. American Society of Civil Engineers / ed. R. B. Seed, R. W. Boulanger. — 1992. — Vol. 2. — P. 1318–32.

Ito T. Methods to estimate lateral force acting on stabilizing piles / T. Ito, T. Matsui // Soils Found. — 1975. — Vol. 15(4). — P. 43–60.

Ito T. Design method for stabilizing piles against landslide — one row of piles / T. Ito, T. Matsui, W. P. Hong // Soils Found. — 1981. — Vol. 21(1). — P. 21–37.

Ito T. Extended design method for multi-row stabilising piles against landslide / T. Ito, T. Matsui, W. P. Hong // Soils Found. — 1982. — Vol. 22(1). — P. 1–13.

Poulos H. G. Pile foundation analysis and design / H. G. Poulos, E. H. Davis. — New York : John Wiley & Sons, 1980.

Chow Y. K. Analysis of piles used for slope stabilization / Y. K. Chow // Int. J. Numer Anal. Method Geomech. — 1996. — Vol. 20. — P. 635–46.

Cai F. Numerical analysis of the stability of a slope reinforced with piles / F. Cai, K. Ugai // Soils Found. — 2000. — Vol. 40 (1). — P. 73–84.

Won J, You K, Jeong S, Kim S. Coupled effects in stability analysis of pile-slope systems / J. Won, K. You, S. Jeong, S. Kim // Comput. Geotech. — 2005. — Vol. 32 (4). — P. 304–15.

Wei W. B. Strength reduction analysis for slope reinforced with one row of piles / W. B. Wei, Y. M. Cheng // Computers and Geotechnics. — 2009. — Vol. 36. — Issue 7. — P. 1176–1185.

Greco V. Efficient Monte Carlo Technique for Locating Critical Slip Surface / V. Greco // J. Geotech. Engrg. — 1996. — Vol. 7 (517). — P. 517–525.

Slope stability and stabilization methods / L. Abramson et al. — (2nd press). — New York : John Wiley & Sons, Inc., 2001

Goldberg D. E. Genetic algorithms in search, optimization and machine learning / D. E. Goldberg. — Reading : Addison-Wesley, 1989.

Whitley D. GENITOR II: a distributed genetic algorithm / D. Whitley, T. Starkweather // J. Expt. Theor. Artif. Intell 2. — 1990. — P. 189–214.

Kennedy J., Eberhart R. Particle Swarm Optimization / J. Kennedy, R. Eberhart // Proceedings of IEEE International Conference on Neural Networks. — 1995. — P. 1942–1948

Shi Y. A modified particle swarm optimizer / Y. Shi, R. C. Eberhart // Pro-ceedings of IEEE International Conference on Evolutionary Computation. — 1998. — P. 69–73.

Bohaienko V.O. Analysis of Numerical Modelling for Soil Massive Dynamics Under Non-Stabilized Pressure Filtration (in russian) / V. O. Bohaienko, O. A. Marc¬henko, T. A. Samoilenko // UsiM. — 2014. — №4. — P. 33–40.

Coulomb C. A. Essai sur une application des règles des maximis et minimis à quelques problèmes de statique relatifs, à l'architecture / C. A. Coulomb // Mem. Acad. Roy. Div. Sav. — Vol. 7. — P. 343–387.

Genetic Algorithms in a Multi-Agent System / J.-P. Vacher, A. Cardon, F. Lesage, T. Galinho // Proceedings IEEE International Joint Symposia on In-telligence and Systems. — 1998. — P. 17–26.

Attiya H. Distributed Computing: Fundamentals, Simulations, and Advanced Topics / H. Attiya, J. Welch. 2nd edition. — John Wiley and Sons, Inc., 2004.

Bohaienko V. O. Multiagent genetic algorithm of exhauster placement optimi-zation in industrial areas (in Ukrainian) / V. O. Bohaienko // Mathematical and computer modelling. Series: Technical sciences. — 2013. — №8. — P. 5–13.

Field D. A. Laplacian smoothing and Delaunay triangulations / D. A. Field // Comm. Applied Numer. Meth. — 1988. — Vol. 4. — P. 709–712

Saad Y. Iterative methods for sparse linear systems / Y.Saad. — 2 edition // Society for Industrial and Applied Mathematics. — 2003. — 528 p.

Bohaienko V. O. Using Basis Matrix Method with AMLI Preconditioner for Solving Elasticity Problems / V. O. Bohaienko // Theoretical and Applied As-pects of Cybernetics : proceedings of the 5th International Scientific Conference of Students and Young Scientists — Kyiv : Bukrek, 2015. — P. 82–91.

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Опубліковано

2017-02-06