Code Repository files navigation README License Evolutionary Scale Modeling Update April 2023:Code for the two simultaneous preprints on protein design is now released! Code for "Language models generalize beyond natural proteins" is underexamples/lm-design/. Code for "A high-level programming language...
Modeling the Spatial Co-Evolutionary Dynamics of Hydrogen Vehicles and Refueling StationsDiffusion of alternative fuel vehicles is both enabled and constrained by the interplay of powerful positive feedbacks arising from scale and scope economies, R&D, learning by doing, driver experience, word of mou...
A hypercube-based encoding for evolving large-scale neural networks. Artif. Life 15, 185–212 (2009). Article Google Scholar Gruau, F. & Whitley, D. Adding learning to the cellular development of neural networks: evolution and the Baldwin effect. Evol. Comput. 1, 213–233 (1993). ...
However, DSDA-MOEA/D finds diverse optimal solutions without changing the resulting scale. The analysis indicates that DSDA-MOEA/D has good stability and can provide solutions for drone-swarms deployment superior to those from SPEAII and NSGAII. The quality of the solution set was evaluated in ...
In addition, this type of setup of asymmetric neighborhoods (especially for interaction neighborhood) will lead to leader–follower-type relation, which is crucial for promoting cooperation, like hub nodes on scale-free networks [49]. The evolutionary game is iterated forward in accordance with the...
The macro Keynesian–Leontief sector model part is, however, primarily used to scale simulations up to the national accounts level of the particular economy chosen, to make calibration of parameters against official statistical data, and quantification of the economy wide consequences of particular oc...
Due to the scale and computational complexity of currently used simulation codes, global surrogate (metamodels) models have become indispensable tools for exploring and understanding the design space. Due to their compact formulation they are cheap to evaluate and thus readily facilitate visualization, ...
It still remains to be determined how well do these predictions scale-up to more diverse communities, how would different environmental conditions such as fluctuations and spatial structure influence these results, and the timescales at which these predictions still hold. Methods Strains and media The...
Watershed ModelingRecent studies in water resources planning and management show a gradual shift in the state of the art from numerous on-site structural stormwater Best Management Practice (BMP) designs to watershed-scale BMP design approaches that meet both target water quantity (peak flow) and ...
evolutionary computation techniques; biological modelling;games; operations research; ecological modeling; learning; medicalapplications; constraint handling; coevoluti... IEEE - Acoustics, Speech, & Signal Processing, on IEEE International Conference 被引量: 604发表: 2000年 Least-cost control of agricultur...