Search Results - Fast constructive algorithm
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An XGBoost-enhanced fast constructive algorithm for food delivery route planning problem
ISSN: 0360-8352, 1879-0550Published: Elsevier Ltd 01.02.2021Published in Computers & industrial engineering (01.02.2021)“…•Food delivery route planning problem is studied.•XGBoost-enhanced fast constructive algorithm is proposed…”
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A fast constructive path planning algorithm for mobile robot navigation
Published: IEEE 07.09.2021Published in 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ) (07.09.2021)“… Instead, it is common to rely on heuristic and meta-heuristic algorithms to find near-optimal solutions…”
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Conference Proceeding -
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Fast Constructive-Covering Algorithm for neural networks and its implement in classification
ISSN: 1568-4946Published: 01.01.2008Published in Applied soft computing (01.01.2008)Get full text
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A fast modified constructive-covering algorithm for binary multi-layer neural networks
ISSN: 0925-2312, 1872-8286Published: Elsevier B.V 01.12.2006Published in Neurocomputing (Amsterdam) (01.12.2006)“… In this paper, we propose modified constructive-covering algorithm (MCCA), which consists of two processes…”
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A 2-phase constructive algorithm for cumulative vehicle routing problems with limited duration
ISSN: 0957-4174, 1873-6793Published: Elsevier Ltd 01.09.2016Published in Expert systems with applications (01.09.2016)“…•A new hybrid constructive heuristic including clustering is proposed.•Hybrid algorithm improves CPU time significantly and obtains fairly good solutions. The Clarke & Wright (C&W…”
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A comparison of scheduling algorithms for flexible flow shop problems with unrelated parallel machines, setup times, and dual criteria
ISSN: 0305-0548, 1873-765X, 0305-0548Published: New York Elsevier Ltd 01.02.2009Published in Computers & operations research (01.02.2009)“… for large problem sizes, and hence heuristics are used to obtain good solutions in a reasonable time. The proposed constructive heuristics for sequencing the jobs start…”
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A fast constructive algorithm for fixed channel assignment problem
ISBN: 9780780366855, 0780366859Published: IEEE 2001Published in 2001 IEEE International Symposium on Circuits and Systems (2001)“… In this work, a fast constructive algorithm is introduced to solve the problem. The objective of the algorithm is to obtain a conflict free channel assignment to cells which satisfies traffic demand requirements…”
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Conference Proceeding -
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Constructive algorithm for fully connected cascade feedforward neural networks
ISSN: 0925-2312, 1872-8286Published: Elsevier B.V 19.03.2016Published in Neurocomputing (Amsterdam) (19.03.2016)“…In this paper, a novel constructive algorithm, named fast cascade neural network (FCNN…”
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Fast constructive heuristics for the uncapacitated inventory routing problem
ISSN: 1381-1231, 1572-9397Published: New York Springer US 01.06.2025Published in Journal of heuristics (01.06.2025)“… This paper focuses on the uncapacitated IRP, by introducing fast constructive heuristics integrating insights from approximation algorithms, particularly rounding techniques in linear programming (LP…”
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A beam-search-based constructive heuristic for the PFSP to minimise total flowtime
ISSN: 0305-0548, 1873-765X, 0305-0548Published: New York Elsevier Ltd 01.05.2017Published in Computers & operations research (01.05.2017)“… The proposed algorithm is inspired in the logic of the beam search, although it remains a fast constructive heuristic…”
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A fast constructive learning algorithm for single-hidden-layer neural networks
ISBN: 9780780386532, 0780386531Published: IEEE 2004Published in ICARCV 2004 : 8th Control, Automation, Robotics and Vision Conference, 2004 : 6-9 December 2004 (2004)“… If it sticks in the local minimum in the learning process, the situation tends to be even worse. In Huang et al., a novel fast learning algorithm called extreme learning machine…”
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Conference Proceeding -
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Large-scale energy-conscious bi-objective single-machine batch scheduling under time-of-use electricity tariffs via effective iterative heuristics
ISSN: 0254-5330, 1572-9338Published: New York Springer US 01.01.2021Published in Annals of operations research (01.01.2021)“… Due to its strong NP-hard nature, two fast new ϵ -constraint-based constructive heuristic algorithms are developed to solve…”
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Models and algorithms for optimising two-dimensional LEGO constructions
ISSN: 0377-2217, 1872-6860Published: Elsevier B.V 16.02.2021Published in European journal of operational research (16.02.2021)“…•We introduce mathematical programming formulations and a fast heuristic for the problem.•We integrate the models and the heuristic into a matheuristic algorithm…”
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ON the influence of parameter theta- on performance of RBF neural networks trained with the dynamic decay adjustment algorithm
ISSN: 0129-0657Published: Singapore 01.08.2006Published in International journal of neural systems (01.08.2006)“…The dynamic decay adjustment (DDA) algorithm is a fast constructive algorithm for training RBF neural networks (RBFNs…”
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Bayesian Compressive Sensing Using Laplace Priors
ISSN: 1057-7149, 1941-0042, 1941-0042Published: New York, NY IEEE 01.01.2010Published in IEEE transactions on image processing (01.01.2010)“… Using our model, we develop a constructive (greedy) algorithm designed for fast reconstruction useful…”
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Minimizing the makespan for the two-machine scheduling problem with a single server: Two algorithms for very large instances
ISSN: 0305-215X, 1029-0273Published: Abingdon Taylor & Francis 02.01.2016Published in Engineering optimization (02.01.2016)“… The objective is to minimize the makespan. For this unary NP-hard problem, two fast constructive algorithms with a complexity of O(n 2 ) are presented…”
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Improving constructive training of RBF networks through selective pruning and model selection
ISSN: 0925-2312, 1872-8286Published: Elsevier B.V 01.03.2005Published in Neurocomputing (Amsterdam) (01.03.2005)“… The proposed method is an extension of the dynamic decay adjustment (DDA) algorithm, a fast constructive algorithm for classification problems…”
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A bound on modeling error in observable operator models and an associated learning algorithm
ISSN: 0899-7667Published: United States 01.09.2009Published in Neural computation (01.09.2009)“… The mathematical theory of OOMs gives rise to a family of constructive, fast, and asymptotically correct learning algorithms, whose statistical efficiency, however, depends crucially…”
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A lagrangian relaxation algorithm for facility location of resource-constrained decentralized multi-project scheduling problems
ISSN: 1109-2858, 1866-1505Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2020Published in Operational research (01.06.2020)“… Then, three heuristic/meta-heuristic methods are proposed to solve larger-size problems. To this end, a fast constructive heuristic algorithm…”
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Heuristics for the mirrored traveling tournament problem
ISSN: 0377-2217, 1872-6860Published: Amsterdam Elsevier B.V 16.06.2007Published in European journal of operational research (16.06.2007)“… In this work, we tackle the mirrored version of this problem. We first propose a fast and effective constructive algorithm…”
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