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Underwater Robot Task Planning Using Multi-Objective Meta-Heuristics 

Landa-Torres, I.; Manjarres, D.; Bilbao, S.; Del Ser, J.Autoridad BCAM (2017-04)
Robotics deployed in the underwater medium are subject to stringent operational conditions that impose a high degree of criticality on the allocation of resources and the schedule of operations in mission planning. In this ...
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Hybridizing Cartesian Genetic Programming and Harmony Search for Adaptive Feature Construction in Supervised Learning Problems 

Elola, A.; Del Ser, J.Autoridad BCAM; Bilbao, M.; Perfecto, C.; Alexandre , E.; Salcedo-Sanz, S. (2017-02-28)
The advent of the so-called Big Data paradigm has motivated a flurry of research aimed at enhancing machine learning models by following very di- verse approaches. In this context this work focuses on the automatic con- ...
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A Novel Grouping Harmony Search Algorithm for Clustering Problems 

Landa-Torres, I.; Del Ser, J.Autoridad BCAM; Manjarres, D.; Gil-Lopez, S.; Salcedo-Sanz, S. (2017)
The problem of partitioning a data set into disjoint groups or clusters of related items plays a key role in data analytics, in particular when the information retrieval becomes crucial for further data analysis. In this ...
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A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks 

Aybar-Ruiz, A.; Cuadra, L.; Salcedo-Sanz, S.; Portilla-Figueras, J.A.; Del Ser, J.Autoridad BCAM (2017)
This paper explores the feasibility of a particular implemen- tation of a Grouping Harmony Search (GHS) algorithm to assign re- sources (codes, aggregate capacity, power) to users in Wide-band Code Division Multiple Access ...
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Optimal Phase Swapping in Low Voltage Distribution Networks based on Smart Meter Data and Optimization Heuristics 

Mendia, I.; Gil-Lopez, S.; Del Ser, J.Autoridad BCAM; Gonzalez, A.; García, J.; Vélez, M. (2017)
In this paper a modified version of the Harmony Search al- gorithm is proposed as a novel tool for phase swapping in Low Voltage Distribution Networks where the objective is to determine to which phase each load should be ...
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Wireless Network Optimization for Massive V2I Data Collection using Multiobjective Harmony Search Heuristics 

Sobron, I.; Alonso, B.; Del Ser, J.Autoridad BCAM; Vélez, M. (2017)
This paper proposes to improve the efficiency of the deploy- ment of wireless network infrastructure for massive data collection from vehicles over regional areas. The increase in the devices that are carried by vehicles ...

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AuthorDel Ser, J. (6)Salcedo-Sanz, S. (3)Gil-Lopez, S. (2)Landa-Torres, I. (2)Manjarres, D. (2)Vélez, M. (2)Alexandre , E. (1)Alonso, B. (1)Aybar-Ruiz, A. (1)Bilbao, M. (1)... másSubject
Harmony Search (6)
Cartesian Genetic Programming (1)Clustering (1)Cost-efficient deployment (1)Feature construction (1)Grouping Encoding (1)Grouping Harmony Search (1)Heuristics (1)Load Curve (1)multi-objective optimization (1)... másFecha2017 (6)

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