By David Leake
Case-based reasoning (CBR) is a flourishing paradigm for reasoning and studying in man made intelligence, with significant learn efforts and burgeoning functions extending the frontiers of the field.This booklet offers an creation for college kids in addition to an up to date review for knowledgeable researchers and practitioners. It examines the sphere in a ''case-based'' means, via concrete examples of ways key concerns -- together with indexing and retrieval, case model, review, and alertness of CBR tools -- are being addressed within the context of various projects and domain names. Complementing those case experiences are commentaries via top researchers at the classes discovered from studies with CBR and visions for the jobs within which case-based reasoning may have the best impact.A instructional creation via Janet Kolodner, one of many originators of CBR, and David Leake makes the e-book available to scholars and builders commencing to follow case-based reasoning. the quantity may also function an appropriate spouse for a CBR or introductory AI textbook.
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Additional info for Case-based reasoning : experiences, lessons & future directions
Operations Research, 1987, 35(1):58-69.  Ho J K. A Successive Linear Optimization Approach to The Dynamic Ttraffic Assignment Problem[J]. Transportation Science, 1980, 14(4):295-305. com Keywords: freeway; one-way-closure; work zone; traffic characteristic; traffic conflict. Abstract. By analyzing the traffic characteristics and traffic conflicts of the typical one-way-closure work zone on four-lane freeways, the queuing characteristics of vehicles are determined, and the Erlang distribution model which can describe the distribution of time headway is calibrated.
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13] WU Bing, YANG Pei-kun. Forecasting the Risk of Traffic Accident during Highway Maintenance. Chinese Journal of Ergonomics, 1 (1995) 32-34.  SU Zhi-qiang. Analysis of Freeway Work Zone Safety. Computer and Communications, 26 (2008) 40-43. cn Keywords: Evacuation Planning; Dynamic Traffic Assignment; Cell Transmission Model; Crossing Elimination Abstract. This paper presents a dynamic evacuation network optimization problem that incorporates crossing elimination strategy. Bottleneck problem at intersections during evacuation process is analyzed for the effective evacuation planning.