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Optimizing Variable Selection and Neighbourhood Size in The K-Nearest Neighbour Algorithm

LIN, Carrie - 2023

input requirement includes a set of variables, the choice of the neighbourhood size (K) and the distance metric which are … proposes a mixed integer linear program for simultaneous variable selection and determination of neighbourhood size. The … recall rates, respectively. An effective set of variables and small neighbourhood size in KNN can facilitate solving …

Persistent link: https://www.econbiz.de/10014360560

Neighborhood search approaches to non-coplanar beam orientation optimization for total marrow irradiation using IMRT

Mišić, V. V.; Aleman, D. M.; Sharpe, M. B. - In: European journal of operational research : EJOR 205 (2010) 3, pp. 522-527

Persistent link: https://www.econbiz.de/10003965173

Neighborhood search techniques for solving uncapacitated multilevel lot-sizing problems

Xiao, Yiyong; Kaku, Ikou; Zhao, Qiu Hong; Zhang, Renqian - In: Computers & operations research : and their … 39 (2012) 3, pp. 647-658

Persistent link: https://www.econbiz.de/10009384606

Integrating neighbourhood effects in the calculation of optimal final tree diameters

Härtl, Fabian; Hahn, Andreas; Knoke, Thomas - In: Journal of forest economics : JFE 16 (2010) 3, pp. 179-193

Persistent link: https://www.econbiz.de/10009248535

Combining very large scale and ILP based neighborhoods for a two-level location problem

Addis, Bernardetta; Carello, Giuliana; Ceselli, Alberto - In: European journal of operational research : EJOR 231 (2013) 3, pp. 535-546

Persistent link: https://www.econbiz.de/10009787399

Stochastic Pareto local search : Pareto neighbourhood exploration and perturbation strategies

Drugan, Mădălina M.; Thierens, Dirk - In: Journal of heuristics 18 (2012) 5, pp. 727-766

Persistent link: https://www.econbiz.de/10009625497

Hybrid column generation and large neighborhood search for the dial-a-ride problem

Parragh, Sophie N.; Schmid, Verena - In: Computers & operations research : and their … 40 (2013) 1, pp. 490-497

Persistent link: https://www.econbiz.de/10009660402

Meta-heuristic resource-constrained project scheduling : solution space restrictions and neighbourhood extensions

Debels, Dieter (contributor); Vanhoucke, Mario (contributor) - 2006

Persistent link: https://www.econbiz.de/10003332655

A simulated annealing with a new neighborhood structure based algorithm for high school timetabling problems

Zhang, Defu; Liu, Yongkai; M’Hallah, Rym; Leung, … - In: European journal of operational research : EJOR 203 (2010) 3, pp. 550-558

Persistent link: https://www.econbiz.de/10003944175

Optimization-based very large-scale neighborhood search for generalized assignment problems with location/allocation considerations

Ghoniem, Ahmed; Flamand, Tulay; Haouari, Mohamed - In: INFORMS journal on computing : JOC 28 (2016) 3, pp. 575-588

Persistent link: https://www.econbiz.de/10011539041