A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria

2016 ◽  
Vol 55 ◽  
pp. 388-402 ◽  
Author(s):  
Sancho Salcedo-Sanz ◽  
Pilar García-Díaz ◽  
Javier Del Ser ◽  
Miren Nekane Bilbao ◽  
José Antonio Portilla-Figueras
Keyword(s):  
Coral Reefs ◽  
Optimization Algorithm ◽  
Mobile Network ◽  
Capacity Control ◽  
Coral Reefs Optimization Algorithm ◽  
Control Criteria ◽  
Electromagnetic Pollution

A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion

2014 ◽  
Vol 24 ◽  
pp. 239-248 ◽  
Author(s):  
S. Salcedo-Sanz ◽  
P. García-Díaz ◽  
J.A. Portilla-Figueras ◽  
J. Del Ser ◽  
S. Gil-López
Keyword(s):  
Coral Reefs ◽  
Optimization Algorithm ◽  
Pollution Control ◽  
Mobile Network ◽  
Coral Reefs Optimization Algorithm ◽  
Electromagnetic Pollution ◽  
Control Criterion

scholarly journals A hybrid constrained coral reefs optimization algorithm with machine learning for optimizing multi-reservoir systems operation

2021 ◽  
Vol 286 ◽  
pp. 112250
Author(s):  
Mohammad Emami ◽  
Sara Nazif ◽  
Sayed-Farhad Mousavi ◽  
Hojat Karami ◽  
Andre Daccache
Keyword(s):  
Machine Learning ◽  
Coral Reefs ◽  
Optimization Algorithm ◽  
Reservoir Systems ◽  
Coral Reefs Optimization Algorithm

A novel multi-objective Interactive Coral Reefs Optimization algorithm for the Unequal Area Facility Layout Problem

2020 ◽  
Vol 55 ◽  
pp. 100688 ◽  
Author(s):  
L. Garcia-Hernandez ◽  
L. Salas-Morera ◽  
C. Carmona-Muñoz ◽  
A. Abraham ◽  
S. Salcedo-Sanz
Keyword(s):  
Coral Reefs ◽  
Optimization Algorithm ◽  
Facility Layout ◽  
Layout Problem ◽  
Facility Layout Problem ◽  
Multi Objective ◽  
Coral Reefs Optimization Algorithm

A Coral Reefs Optimization algorithm with Harmony Search operators for accurate wind speed prediction

2015 ◽  
Vol 75 ◽  
pp. 93-101 ◽  
Author(s):  
S. Salcedo-Sanz ◽  
A. Pastor-Sánchez ◽  
J. Del Ser ◽  
L. Prieto ◽  
Z.W. Geem
Keyword(s):  
Wind Speed ◽  
Coral Reefs ◽  
Optimization Algorithm ◽  
Harmony Search ◽  
Wind Speed Prediction ◽  
Speed Prediction ◽  
Coral Reefs Optimization Algorithm

scholarly journals The Coral Reefs Optimization Algorithm: A Novel Metaheuristic for Efficiently Solving Optimization Problems

2014 ◽  
Vol 2014 ◽  
pp. 1-15 ◽  
Author(s):  
S. Salcedo-Sanz ◽  
J. Del Ser ◽  
I. Landa-Torres ◽  
S. Gil-López ◽  
J. A. Portilla-Figueras
Keyword(s):  
Coral Reefs ◽  
Wind Farm ◽  
Optimization Problems ◽  
Mobile Network ◽  
Benchmark Problems ◽  
Wind Farm Design ◽  
Coral Reefs Optimization Algorithm ◽  
Open Line ◽  
Complex Optimization ◽  
Real World Problems

This paper presents a novel bioinspired algorithm to tackle complex optimization problems: the coral reefs optimization (CRO) algorithm. The CRO algorithm artificially simulates a coral reef, where different corals (namely, solutions to the optimization problem considered) grow and reproduce in coral colonies, fighting by choking out other corals for space in the reef. This fight for space, along with the specific characteristics of the corals' reproduction, produces a robust metaheuristic algorithm shown to be powerful for solving hard optimization problems. In this research the CRO algorithm is tested in several continuous and discrete benchmark problems, as well as in practical application scenarios (i.e., optimum mobile network deployment and off-shore wind farm design). The obtained results confirm the excellent performance of the proposed algorithm and open line of research for further application of the algorithm to real-world problems.

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