Search Results - "evolutionary algorithms"

A Survey of Evolutionary Algorithms for Clustering by Hruschka, E.R., Campello, R.J.G.B., Freitas, A.A., de Carvalho, A.C.P.L.F.

“…This paper presents a survey of evolutionary algorithms designed for clustering tasks…”
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Coevolutionary Multiobjective Evolutionary Algorithms: Survey of the State-of-the-Art by Miguel Antonio, Luis, Coello Coello, Carlos A.

“…In the last 20 years, evolutionary algorithms (EAs) have shown to be an effective method to solve multiobjective optimization problems (MOPs…”
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Evolutionary algorithms for species distribution modelling: A review in the context of machine learning by Gobeyn, Sacha, Mouton, Ans M., Cord, Anna F., Kaim, Andrea, Volk, Martin, Goethals, Peter L.M.

“…•Evolutionary algorithms (EAs) bring new insights in ecological model development.•Feature selection and parameter-rich model calibration are key EA training subjects…”
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Design of a silicon Mach–Zehnder modulator via deep learning and evolutionary algorithms by Aparecido de Paula, Romulo, Aldaya, Ivan, Sutili, Tiago, Figueiredo, Rafael C., Pita, Julian L., Bustamante, Yesica R. R.

“…As an essential block in optical communication systems, silicon (Si) Mach–Zehnder modulators (MZMs) are approaching the limits of possible performance for…”
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Class Schedule Generation using Evolutionary Algorithms by Kakkar, Mohit Kumar, Singla, Jajji, Garg, Neha, Gupta, Gourav, Srivastava, Prateek, Kumar, Ajay

“… There are many restrictions raised while preparing a timetable. This paper proposed a method based on the evolutionary algorithms to solve the constrained timetable problem, which helps to create theory as well as lab schedule for universities…”
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Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms by He, Jun, Zhou, Yuren

“…The fitness level method is a popular tool for analyzing the hitting time of elitist evolutionary algorithms…”
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Evolutionary algorithms for solving the airline crew pairing problem by Deveci, Muhammet, Demirel, Nihan Çetin

“…[Display omitted] •Crew pairing problem in airline.•We have applied three evolutionary algorithms…”
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Interactive livestock feed ration optimization using evolutionary algorithms by Uyeh, Daniel Dooyum, Mallipeddi, Rammohan, Pamulapati, Trinadh, Park, Tusan, Kim, Junhee, Woo, Seungmin, Ha, Yushin

“…•Adoption of evolutionary algorithms in solving feed formulation problem.•Reduction of cost and weight of investigated cases by a significant percentage…”
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Multi-Objective Security Constrained Unit Commitment via Hybrid Evolutionary Algorithms by Ali, Aamir, Shah, Arslan, Keerio, Muhammad Usman, Mugheri, Noor Hussain, Abbas, Ghulam, Touti, Ezzeddine, Hatatah, Mohammed, Yousef, Amr, Bouzguenda, Mounir

“…). There has been a growing interest in using evolutionary algorithms (EAs) to tackle large-scale multi-objective MINLP problems in recent two decades…”
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A review of applications of animal‐inspired evolutionary algorithms in reservoir operation modelling by Jahandideh‐Tehrani, Mahsa, Bozorg‐Haddad, Omid, Loáiciga, Hugo A.

“… The advent and applications of evolutionary algorithms (EAs) in the field of reservoir operation have led to significant advances in our capacity to improve the planning and management of complex reservoir systems…”
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Evo-GUNet3++: Using evolutionary algorithms to train UNet-based architectures for efficient 3D lung cancer detection by Ardimento, Pasquale, Aversano, Lerina, Bernardi, Mario Luca, Cimitile, Marta, Iammarino, Martina, Verdone, Chiara

“… This work exploits an evolutionary algorithm to build variants of a UNet-based architecture, called GUNet3…”
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Lung Cancer Detection Using Image Segmentation by means of Various Evolutionary Algorithms by Senthil Kumar, K., Karthikeyan, K., Venkatalakshmi, K.

“… The consequences of segmentation algorithms rely on the exactitude and convergence time. At this moment, there is a compelling necessity to explore and implement new evolutionary algorithms to solve the problems associated with medical image segmentation…”
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Multistage distribution system expansion planning considering distributed generation using hybrid evolutionary algorithms by Gitizadeh, Mohsen, Vahed, Ali Azizi, Aghaei, Jamshid

“… The proposed optimization model is solved subject to AC power flow constraints to obtain the optimal configuration of feeders…”
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Optimisation of phonetic aware speech recognition through multi-objective evolutionary algorithms by Bird, Jordan J., Wanner, Elizabeth, Ekárt, Anikó, Faria, Diego R.

“… A set of audio clips are recorded by subjects from the United Kingdom and Mexico and the recordings are transformed into a static dataset of statistics…”
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Optimization of hybrid platform for high-tech equipment and building vibration mitigation using evolutionary algorithms by Tappiti, Chandrasekhara, Lin, Tzu-Kang

“… A fuzzy system is employed to obtain the appropriate control force of active actuators, and the fuzzy system is then optimized using four evolutionary algorithms (EAs…”
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Multi-objective evolutionary algorithms for fuzzy classification in survival prediction by JIMENEZ, Fernando, SANCHEZ, Gracia, JUAREZ, José M

“…) multi-objective constrained optimization of a patient's data set, using Pareto-based elitist multi-objective evolutionary algorithms to maximize accuracy and minimize the complexity (number of rules…”
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On the Performance Degradation of Dominance-Based Evolutionary Algorithms in Many-Objective Optimization by Santos, Thiago, Takahashi, Ricardo H. C.

“… degradation has been the subject of several studies in the last years, but the exact mechanism behind this phenomenon has not been fully understood yet…”
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Combining Physiology-Based Modeling and Evolutionary Algorithms for Personalized, Noninvasive Cardiovascular Assessment Based on Electrocardiography and Ballistocardiography by Marazzi, Nicholas Mattia, Guidoboni, Giovanna, Zaid, Mohamed, Sala, Lorenzo, Ahmad, Salman, Despins, Laurel, Popescu, Mihail, Skubic, Marjorie, Keller, James

“…) an evolutionary algorithm (EA) for searching optimal model parameters. Methods: Electrocardiogram (ECG), ballistocardiogram…”
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Evolutionary algorithms for multi-objective stochastic resource availability cost problem by Arjmand, Masoud, Najafi, Amir Abbas, Ebrahimzadeh, Majid

“… However, the second one tries to minimize the total cost of resources. Since its NP-hardness is proven in a strong sense, four well-known evolutionary algorithms…”
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Least Perturbation Based Method of Multi-Objective Null Placement in Linear Antenna Array Using Evolutionary Algorithms by Chatterjee, S., Bandyopadhyay, B., Majumdar, A.

“… Subsequently, suitable evolutionary algorithms have been employed to find the optimum value of excitation and phase of edge elements subject to constraints of side lobe level reduction, beamwidth…”
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