000 01707nam a2200193 4500
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020 _a9780521862059 (hb)
082 _a629.8932
_bLAV
100 _aLaValle, Steven M.
_98212
245 _aPlanning algorithms
260 _aNew York
_bCambridge University Press
_c2006
300 _axiv, 826p.
500 _ahttps://www.cambridge.org/in/academic/subjects/computer-science/algorithmics-complexity-computer-algebra-and-computational-g/planning-algorithms?format=HB
520 _aPlanning algorithms are impacting technical disciplines and industries around the world, including robotics, computer-aided design, manufacturing, computer graphics, aerospace applications, drug design, and protein folding. This coherent and comprehensive book unifies material from several sources, including robotics, control theory, artificial intelligence, and algorithms. The treatment is centered on robot motion planning, but integrates material on planning in discrete spaces. A major part of the book is devoted to planning under uncertainty, including decision theory, Markov decision processes, and information spaces, which are the 'configuration spaces' of all sensor-based planning problems. The last part of the book delves into planning under differential constraints that arise when automating the motions of virtually any mechanical system. This text and reference is intended for students, engineers, and researchers in robotics, artificial intelligence, and control theory as well as computer graphics, algorithms, and computational biology
650 _aRobots
_92327
650 _aMotion--Planning
_98213
650 _aAlgorithms
_91133
942 _cBK
999 _c8318
_d8318