Optimization of Design Parameters and Cost of Geosynthetic-Reinforced Earth Walls Using Harmony Search Algorithm

This paper proposes a new approach to optimize the design of geosynthetic-reinforced retaining walls. Minimizing the cost of construction was considered as the optimization criterion. A metaheuristic technique, named Harmony Search Algorithm (HSA), is applied in optimizing the design of geosynthetic-reinforced earth walls. The involved optimization procedures are discussed in a step-wise approach and their applicability is demonstrated on geosynthetic-reinforced walls of height 5, 7 and 9 m. The effects of static and dynamic loads are considered. Results are compared between this study and studies that used Sequential Unconstrained Minimization Technique (SUMT). It is found that the construction cost, for a geosynthetic-reinforced walls optimized by HSA, showed as high as 9.2 % reduction from that of SUMT.

[1]  Robert M. Koerner,et al.  GEOSYNTHETIC REINFORCED SEGMENTAL RETAINING WALLS , 2001 .

[2]  Z. Geem,et al.  PARAMETER ESTIMATION OF THE NONLINEAR MUSKINGUM MODEL USING HARMONY SEARCH 1 , 2001 .

[3]  Kasım Armağan Korkmaz,et al.  Selecting and scaling real ground motion records using harmony search algorithm , 2011 .

[4]  K. Terzaghi Theoretical Soil Mechanics , 1943 .

[5]  R. Parncutt Harmony: A Psychoacoustical Approach , 1989 .

[6]  Braja M. Das,et al.  Principles of Foundation Engineering , 1984 .

[7]  Abdolhamid Minuchehr,et al.  Investigation of PWR core optimization using harmony search algorithms , 2013 .

[8]  Shamsher Prakash,et al.  BEARING CAPACITY OF ECCENTRICALLY LOADED FOOTINGS , 1971 .

[9]  Kyungrock Paik,et al.  A conceptual rainfall‐runoff model considering seasonal variation , 2005 .

[10]  M. Fesanghary,et al.  An improved harmony search algorithm for solving optimization problems , 2007, Appl. Math. Comput..

[11]  K. Lee,et al.  The harmony search heuristic algorithm for discrete structural optimization , 2005 .

[12]  A. Mouritz,et al.  Fire Properties of Polymer Composite Materials , 2006 .

[13]  M. Tamer Ayvaz,et al.  Simultaneous determination of aquifer parameters and zone structures with fuzzy c-means clustering and meta-heuristic harmony search algorithm , 2007 .

[14]  K. Lee,et al.  A new structural optimization method based on the harmony search algorithm , 2004 .

[15]  Arindam Dey,et al.  Cost Optimization of Reinforced Earth Walls , 2008 .

[16]  A. Ben-Tal,et al.  Optimal design of water distribution networks , 1994 .

[17]  Carlos Artemio Coello-Coello,et al.  Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art , 2002 .

[18]  M. Aghaie,et al.  WWER core pattern enhancement using adaptive improved harmony search , 2013 .

[19]  M. Fesanghary,et al.  Optimization of multi-pass face-milling via harmony search algorithm , 2009 .

[20]  Z W Geem,et al.  APPLICATION OF HARMONY SEARCH TO MULTI-OBJECTIVE OPTIMIZATION FOR SATELLITE HEAT PIPE DESIGN , 2006 .

[21]  Halim Ceylan,et al.  Transport energy modeling with meta-heuristic harmony search algorithm, an application to Turkey , 2008 .

[22]  S. O. Degertekin Optimum design of steel frames using harmony search algorithm , 2008 .

[23]  Victor Elias,et al.  Mechanically Stabilized Earth Walls and Reinforced Soil Slopes Design and Construction Guidelines , 1997 .

[24]  Z. Geem Optimal cost design of water distribution networks using harmony search , 2006 .