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Neural and Evolutionary Computing

Authors and titles for recent submissions

[ total of 41 entries: 1-25 | 26-41 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 1 Mar 2024

[1]  arXiv:2402.19222 [pdf, ps, other]
Title: Airport take-off and landing optimization through genetic algorithms
Comments: Preprint submitted and accepted in Expert Systems
Journal-ref: Expert Systems, e13565 (2024)
Subjects: Neural and Evolutionary Computing (cs.NE)
[2]  arXiv:2402.19061 [pdf, other]
Title: Optimal ANN-SNN Conversion with Group Neurons
Comments: Accepted by International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2024
Subjects: Neural and Evolutionary Computing (cs.NE)
[3]  arXiv:2402.18994 [pdf, ps, other]
Title: Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[4]  arXiv:2402.18749 [pdf, other]
Title: Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning
Comments: Preprint submitted and accepted in Swarm and Evolutionary Computation
Journal-ref: Cristian Ramirez Atencia, Javier Del Ser, David Camacho: Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning. Swarm and Evolutionary Computation, Volume 44, Pages 480-495, 2019
Subjects: Neural and Evolutionary Computing (cs.NE)
[5]  arXiv:2402.18616 [pdf, ps, other]
Title: JCLEC-MO: a Java suite for solving many-objective optimization engineering problems
Comments: 41 pages, 5 figures, journal paper
Journal-ref: Engineering Applications of Artificial Intelligence, Volume 81, May 2019, Pages 14-28
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[6]  arXiv:2402.18584 [pdf, other]
Title: Adjusting Dynamics of Hopfield Neural Network via Time-variant Stimulus
Comments: 14 pages, 21 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Chaotic Dynamics (nlin.CD)
[7]  arXiv:2402.18581 [pdf, other]
Title: Multi-objective Optimal Roadside Units Deployment in Urban Vehicular Networks
Comments: This manuscript has been submitted to the journal of IEEE Transactions on Vehicular Technology
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[8]  arXiv:2402.18576 [pdf, ps, other]
Title: Improved Forecasting Using a PSO-RDV Framework to Enhance Artificial Neural Network
Authors: Sales Aribe Jr
Comments: 9 pages, 4 figures, Published with International Journal of Engineering Trends and Technology (IJETT)
Journal-ref: International Journal of Engineering Trends and Technology, vol. 72, no. 1, pp. 11-19, 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[9]  arXiv:2402.19078 (cross-list from cs.LG) [pdf, other]
Title: Smooth Tchebycheff Scalarization for Multi-Objective Optimization
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)
[10]  arXiv:2402.18614 (cross-list from cs.LG) [pdf, other]
Title: Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains
Comments: ICASSP 2024. Copyright 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

Thu, 29 Feb 2024

[11]  arXiv:2402.18472 [pdf, ps, other]
Title: Implementing Online Reinforcement Learning with Clustering Neural Networks
Authors: James E. Smith
Subjects: Neural and Evolutionary Computing (cs.NE)
[12]  arXiv:2402.18393 (cross-list from cs.AI) [pdf, other]
Title: Evaluating Decision Optimality of Autonomous Driving via Metamorphic Testing
Subjects: Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Robotics (cs.RO); Software Engineering (cs.SE)
[13]  arXiv:2402.18390 (cross-list from cs.ET) [pdf, other]
Title: Neuromorphic Event-Driven Semantic Communication in Microgrids
Comments: The manuscript has been accepted for publication in IEEE Transactions on Smart Grid
Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)
[14]  arXiv:2402.18381 (cross-list from cs.AI) [pdf, other]
Title: Large Language Models As Evolution Strategies
Comments: 11 pages, 14 figures
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[15]  arXiv:2402.18311 (cross-list from cs.LG) [pdf, other]
Title: Escaping Local Optima in Global Placement
Comments: Work-in-Progress (WIP) poster of DAC 2024
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[16]  arXiv:2402.18132 (cross-list from cs.CV) [pdf, other]
Title: Understanding the Role of Pathways in a Deep Neural Network
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[17]  arXiv:2402.17848 (cross-list from nlin.AO) [pdf, other]
Title: Looking for Complexity at Phase Boundaries in Continuous Cellular Automata
Comments: 5 pages
Subjects: Adaptation and Self-Organizing Systems (nlin.AO); Neural and Evolutionary Computing (cs.NE)
[18]  arXiv:2402.17792 (cross-list from eess.SP) [pdf, other]
Title: EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams
Comments: 10 pages, IEEE International Conference on Evolving and Adaptive Intelligent Systems 2024 (IEEE EAIS 2024)
Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Wed, 28 Feb 2024 (showing first 7 of 9 entries)

[19]  arXiv:2402.17407 [pdf, other]
Title: A Neural Rewriting System to Solve Algorithmic Problems
Comments: Preprint. Work in progress
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[20]  arXiv:2402.17318 [pdf, other]
Title: Scaling Supervised Local Learning with Augmented Auxiliary Networks
Comments: Accepted by ICLR 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[21]  arXiv:2402.16863 [pdf, ps, other]
Title: Quantum Inspired Chaotic Salp Swarm Optimization for Dynamic Optimization
Comments: 14 pages, 2 figures, 1 algorithm
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[22]  arXiv:2402.17760 (cross-list from quant-ph) [pdf, other]
Title: Learning to Program Variational Quantum Circuits with Fast Weights
Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[23]  arXiv:2402.17595 (cross-list from cs.LG) [pdf, other]
Title: Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[24]  arXiv:2402.17492 (cross-list from astro-ph.CO) [pdf, other]
Title: syren-halofit: A fast, interpretable, high-precision formula for the $Λ$CDM nonlinear matter power spectrum
Comments: 11 pages, 8 figures. Submitted to A&A
Subjects: Cosmology and Nongalactic Astrophysics (astro-ph.CO); Instrumentation and Methods for Astrophysics (astro-ph.IM); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[25]  arXiv:2402.17423 (cross-list from cs.LG) [pdf, other]
Title: Reinforced In-Context Black-Box Optimization
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[ total of 41 entries: 1-25 | 26-41 ]
[ showing 25 entries per page: fewer | more | all ]

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