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How AI simulated the evolution of eyes and brains

This study from MIT explores eye evolution through AI simulations, uncovering how different tasks shape visual systems and ...
IEEE

Privacy-Enhanced Offline Data-Driven Evolutionary Optimization Based on Cloud Server

Abstract: Data-driven evolutionary algorithms (DDEAs) have achieved significant success in numerous real-world optimization problems, where exact objective functions and constraint functions do not ...
eLife

A differentiable model for optimizing the genetic drivers of synaptogenesis

This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...
Scientific Research Publishing

Pantoja, M.F., Bretones, A.R. and Martin, R.G. (2007) Benchmark Antenna Problems for Evolutionary Optimization Algorithms. IEEE Transactions on Antennas and Propagation, 55 ...

ABSTRACT: This note examines the utility of pseudorandom variables (prv) in Global Search and Optimization (GSO) using Central Force Optimization (CFO) as an example. Most GSO metaheuristics are ...
EurekAlert!

Dynamic decision-making of UAV swarm based on constrained multi-objective optimization under incomplete interference information

The challenge of resource allocation for UAV swarms in dynamic and uncertain electromagnetic environments has been ...
IEEE

Evolutionary Algorithm Based on Surrogate and Inverse Surrogate Models for Expensive Multiobjective Optimization

Abstract: When dealing with expensive multiobjective optimization problems, majority of existing surrogate-assisted evolutionary algorithms (SAEAs) generate solutions in decision space and screen ...