Fuzzy Decision Support System to Determine Swell/Shrink Factor Affecting Earthwork Optimization of Highways

The optimization of cut and fill volumes of a highway infrastructure is crucial for minimizing the total earthwork cost. Borrow material swells after excavation and shrinks when mechanical compaction is applied; in this respect, it may be misleading to calculate cut-fill volumes directly without considering the amount of swelling and/or shrinkage. On the other hand, determination of such factors characterizing shrinkage/swelling behavior is highly ambiguous. The aim of this paper is to present the applicability of a fuzzy rule-based system for choosing swelling/shrinkage factors affecting the precision of earthwork optimization. This approach may assist in any highway alignment procedure to handle cut and fill volumes more accurately.

[1]  Dan Trietsch,et al.  Comprehensive Design of Highway Networks , 1987, Transp. Sci..

[2]  John G. Schoon Geometric Design Projects for Highways: An Introduction , 1993 .

[3]  T. Fwa,et al.  SIMULTANEOUS OPTIMIZATION OF HORIZONTAL AND VERTICAL ALIGNMENTS FOR HIGHWAYS , 1989 .

[4]  Earl Cox,et al.  The fuzzy systems handbook , 1994 .

[5]  W. D. Kovacs,et al.  An Introduction to Geotechnical Engineering , 1981 .

[6]  Bernard E. Howard,et al.  Optimum Curvature Principle In Highway Routing , 1968 .

[7]  David Whitbread,et al.  The Design Manual , 2001 .

[8]  T. Ross Fuzzy Logic with Engineering Applications , 1994 .

[9]  Weng Tat Chan,et al.  OPTIMAL VERTICAL ALIGNMENT ANALYSIS FOR HIGHWAY DESIGN , 2002 .

[10]  Yahachiro Tsukamoto,et al.  AN APPROACH TO FUZZY REASONING METHOD , 1993 .

[11]  Ahmad A. Moreb,et al.  Linear programming model for finding optimal roadway grades that minimize earthwork cost , 1996 .

[12]  E. H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..

[13]  P. Schonfeld,et al.  An evolutionary model for simultaneously optimizing three-dimensional highway alignments , 2003 .

[14]  Neville A. Parker Rural highway route corridor selection , 1977 .

[15]  Jocelyn F. B. Shaw,et al.  Expressway Route Optimization by OCP , 1982 .

[16]  J. C. Jong,et al.  Optimizing Highway Alignments with Genetic Algorithms , 1998 .

[17]  Alfonso Rodriguez,et al.  Soil mechanics in highway engineering , 1988 .

[18]  T. F. FwA,et al.  HIGHWAY VERTICAL ALIGNMENT ANALYSIS BY DYNAMIC PROGRAMMING , 1989 .

[19]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[20]  Robert W Hayman OPTIMIZATION OF VERTICAL ALIGNMENT FOR HIGHWAYS THROUGH MATHEMATICAL PROGRAMMING , 1970 .

[21]  A. Burak Göktepe,et al.  Method for Optimizing Earthwork Considering Soil Properties in the Geometric Design of Highways , 2004 .

[22]  A. Hilmi Lav,et al.  Method for Balancing Cut-Fill and Minimizing the Amount of Earthwork in the Geometric Design of Highways , 2003 .

[23]  Said M. Easa,et al.  Selection of roadway grades that minimize earthwork cost using linear programming , 1988 .

[24]  Alan J. Nicholson A variational approach to optimal route location , 1976 .

[25]  Manoj Chopra INVESTIGATION OF SHRINK AND SWELL FACTORS FOR SOILS USED IN FDOT CONSTRUCTION , 1999 .

[26]  A Keith Turner,et al.  The GCARS System - a Computer-Assisted Method of Regional Route Location : Technical Paper , 1970 .