Fitness Approximation Through Machine Learning with Dynamic Adaptation to the Evolutionary State
InformationWe present a novel approach to performing fitness approximation in genetic algorithms (GAs) using machine learning (ML) models, focusing on dynamic adaptation to the evolutionary state.
Itai Tzruia +3 more
doaj +1 more source
Ecological theory provides insights about evolutionary computation
Annual Conference on Genetic and Evolutionary Computation, 2018 Promoting diversity in an evolving population is important for Evolutionary Computation (EC) because it reduces premature convergence on suboptimal fitness peaks while still encouraging both exploration and exploitation [3].
Emily L. Dolson, Charles Ofria
semanticscholar +1 more source
Tumour–host interactions in Drosophila: mechanisms in the tumour micro‐ and macroenvironment
Molecular Oncology, EarlyView.This review examines how tumour–host crosstalk takes place at multiple levels of biological organisation, from local cell competition and immune crosstalk to organism‐wide metabolic and physiological collapse. Here, we integrate findings from Drosophila melanogaster studies that reveal conserved mechanisms through which tumours hijack host systems to ...
José Teles‐Reis, Tor Erik Rusten
wiley +1 more source
ECoFFeS: A Software Using Evolutionary Computation for Feature Selection in Drug Discovery
IEEE Access, 2018 Feature selection is of particular importance in the field of drug discovery. Many methods have been put forward for feature selection during recent decades.
Zhi-Zhong Liu +3 more
doaj +1 more source
Hybrid evolutionary computation methods for quay crane scheduling problems [PDF]
, 2020 S Nguyen +3 more
openalex +1 more source
Microfluidic electro‐viscoelastic manipulation of extracellular vesicles
FEBS Open Bio, EarlyView.The electro‐viscoelastic manipulation as a potential method for separation of particles based on size. The particles introduced as a sheath flow migrate to the channel center under the influence of simultaneously applied electric field and pressure driven flow.
Seyedamirhosein Abdorahimzadeh +7 more
wiley +1 more source
FEBS Open Bio, EarlyView.IqgC is a RasGAP from Dictyostelium discoideum. IqgC binds RasG via its RasGAP domain and deactivates it on macroendocytic cups, thereby suppressing the uptake of fluid and particles. IqgC has a positive effect on cell‐substratum adhesion, and its RGCt domain is required for recruitment to ventral foci.
Vedrana Filić +3 more
wiley +1 more source
Rethinking plastic waste: innovations in enzymatic breakdown of oil‐based polyesters and bioplastics
FEBS Open Bio, EarlyView.Plastic pollution remains a critical environmental challenge, and current mechanical and chemical recycling methods are insufficient to achieve a fully circular economy. This review highlights recent breakthroughs in the enzymatic depolymerization of both oil‐derived polyesters and bioplastics, including high‐throughput protein engineering, de novo ...
Elena Rosini +2 more
wiley +1 more source
Identification of thermal properties of hardening concrete by means of evolutionary algorithms
Computer Assisted Methods in Engineering and Science, 2017 In this paper, the evolutionary computation procedures for identifying thermophysical properties in hardening massive concrete structures are presented.
Adam Długosz +3 more
doaj +1 more source
Editorial: Evolutionary computation-based machine learning and its applications for multi-robot systems. [PDF]
Front Neurorobot, 2023 Ma L.
europepmc +1 more source