TY - JOUR
T1 - Motion planning algorithms for molecular simulations
T2 - A survey
AU - Al-Bluwi, Ibrahim
AU - Siméon, Thierry
AU - Cortés, Juan
N1 - Funding Information:
This work has been partially supported by the French National Agency for Research (ANR) under project GlucoDesign.
PY - 2012/7
Y1 - 2012/7
N2 - Motion planning is a fundamental problem in robotics that has motivated research since more than three decades ago. A large variety of algorithms have been proposed to compute feasible motions of multi-body systems in constrained workspaces. In recent years, some of these algorithms have surpassed the frontiers of robotics, finding applications in other domains such as industrial manufacturing, computer animation and computational structural biology. This paper concerns the latter domain, providing a survey on motion planning algorithms applied to molecular modeling and simulation. Both the algorithmic and application sides are discussed, as well as the different issues to be taken into consideration when extending robot motion planning algorithms to deal with molecules. From an algorithmic perspective, the paper gives a general overview of the different extensions to sampling-based motion planners. From the point of view of applications, the survey deals with problems involving protein folding and conformational transitions, as well as protein-ligand interactions.
AB - Motion planning is a fundamental problem in robotics that has motivated research since more than three decades ago. A large variety of algorithms have been proposed to compute feasible motions of multi-body systems in constrained workspaces. In recent years, some of these algorithms have surpassed the frontiers of robotics, finding applications in other domains such as industrial manufacturing, computer animation and computational structural biology. This paper concerns the latter domain, providing a survey on motion planning algorithms applied to molecular modeling and simulation. Both the algorithmic and application sides are discussed, as well as the different issues to be taken into consideration when extending robot motion planning algorithms to deal with molecules. From an algorithmic perspective, the paper gives a general overview of the different extensions to sampling-based motion planners. From the point of view of applications, the survey deals with problems involving protein folding and conformational transitions, as well as protein-ligand interactions.
KW - Molecular simulations
KW - Motion planning
KW - Protein flexibility
KW - Protein folding
KW - Protein-ligand interactions
KW - Sampling-based algorithms
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U2 - 10.1016/j.cosrev.2012.07.002
DO - 10.1016/j.cosrev.2012.07.002
M3 - Review article
AN - SCOPUS:84865641854
SN - 1574-0137
VL - 6
SP - 125
EP - 143
JO - Computer Science Review
JF - Computer Science Review
IS - 4
ER -