Simultaneous optimization of vertical and horizontal road alignments

Optimization of three-dimensional road alignments is recognized as a nonlinear and nonconvex optimization problem. The development of models that fully optimize a three-dimensional road alignment problem is not yet successful, because there are many factors involved and complexities in the geometric specification of the alignment. At present, there are two optimization approaches, the models that simultaneously optimize horizontal and vertical alignments, and those employing two or more stages of optimization processes. In this thesis, we develop a novel approach of solving a three dimensional road alignment problem where the optimal horizontal and vertical alignments are determined simultaneously. We develop the surrogate cost model that approximate the earthwork cost and the pavement cost. The problem is modelled as a multiobjective optimization where the cost due to the length of the road, and the cost due to the volume of earthwork are found to be conflicting objectives. In order to study the proposed model, two case studies are tested and the numerical results are provided. The experimental results indicate that the problem is nonconvex, and that it is, indeed, a multiobjective optimization problem. Further developments and improvements in the area of cost penalty parameters are recommended for future work.

[1]  Kaisa Miettinen,et al.  Nonlinear multiobjective optimization , 1998, International series in operations research and management science.

[2]  Paul Schonfeld,et al.  A highway alignment optimization model using geographic information systems , 2004 .

[3]  Wei Li,et al.  Approach for Optimizing 3D Highway Alignments Based on Two-stage Dynamic Programming , 2013, J. Softw..

[4]  Paul Schonfeld,et al.  INTERSECTION MODELING FOR HIGHWAY ALIGNMENT OPTIMIZATION , 2004 .

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

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

[7]  Warren Hare,et al.  Models and algorithms to improve earthwork operations in road design using mixed integer linear programming , 2011, Eur. J. Oper. Res..

[8]  Charles Audet,et al.  Mesh Adaptive Direct Search Algorithms for Constrained Optimization , 2006, SIAM J. Optim..

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

[10]  Paul Schonfeld,et al.  Preliminary Highway Design with Genetic Algorithms and Geographic Information Systems , 2000 .

[11]  Slawomir Koziel,et al.  Surrogate-Based Modeling and Optimization , 2013 .

[12]  Michael J. De Smith Determination of Gradient and Curvature Constrained Optimal Paths , 2006, Comput. Aided Civ. Infrastructure Eng..

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

[14]  Wilbur S. Smith,et al.  Transportation planning and technology , 1972 .

[15]  Raphael T. Haftka,et al.  Surrogate-based Analysis and Optimization , 2005 .

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

[17]  Oladele A. Ogunseitan,et al.  in Transportation Science , 2009 .

[18]  Paul Schonfeld,et al.  Applicability of highway alignment optimization models , 2012 .

[19]  Kazuhiro Aruga,et al.  Simultaneous Optimization of Horizontal and Vertical Alignments of Forest Roads Using Tabu Search , 2005 .

[20]  R. Lathe Phd by thesis , 1988, Nature.

[21]  Adam Weintrit,et al.  Methods and Algorithms , 2011 .

[22]  Kumares C. Sinha,et al.  Journal of Transportation Engineering , 1983 .

[23]  Botan M. Ahmad Al-Hadad An approach to the highway alignment development process using genetic algorithm based optimisation , 2011 .

[24]  Sébastien Le Digabel,et al.  Algorithm xxx : NOMAD : Nonlinear Optimization with the MADS algorithm , 2010 .

[25]  Ek Peng Chew,et al.  Discrete and continuous models for computation of optimal vertical highway alignment , 1988 .

[26]  Manoj K. Jha,et al.  A Multi-Objective Genetic Algorithm for Optimizing Highway Alignments , 2007, 2007 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making.

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

[28]  Luís N. Vicente,et al.  Direct Multisearch for Multiobjective Optimization , 2011, SIAM J. Optim..

[29]  Charles Audet,et al.  Multiobjective Optimization Through a Series of Single-Objective Formulations , 2008, SIAM J. Optim..

[30]  A. Burak Göktepe,et al.  Optimization of vertical alignment of highways utilizing discrete dynamic programming and weighted ground line , 2009 .

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