Neural and Evolutionary Computing

Authors and titles for recent submissions

• Tue, 26 Nov 2024
• Mon, 25 Nov 2024
• Fri, 22 Nov 2024
• Thu, 21 Nov 2024
• Wed, 20 Nov 2024

See today's new changes

Tue, 26 Nov 2024 (showing 11 of 11 entries )

[1] arXiv:2411.15157 [pdf, other]

Title: MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems

Noor A. Rashed, Yossra H. Ali Tarik A. Rashid, Seyedali Mirjalili

Comments: 36 pages

Subjects: Neural and Evolutionary Computing (cs.NE)

[2] arXiv:2411.15151 [pdf, other]

Title: Memory-Driven Metaheuristics: Improving Optimization Performance

Salar Farahmand-Tabar

Comments: 25 pages, 5 figures, book chapter, Springer

Journal-ref: In: Kulkarni, A.J., Gandomi, A.H. (eds) Handbook of Formal Optimization. Springer, 2024

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)

[3] arXiv:2411.16445 (cross-list from cs.CE) [pdf, html, other]

Title: Plastic Arbor: a modern simulation framework for synaptic plasticity $\unicode{x2013}$ from single synapses to networks of morphological neurons

Jannik Luboeinski, Sebastian Schmitt, Shirin Shafiee Kamalabad, Thorsten Hater, Fabian Bösch, Christian Tetzlaff

Subjects: Computational Engineering, Finance, and Science (cs.CE); Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)

[4] arXiv:2411.16206 (cross-list from cs.LG) [pdf, html, other]

Title: Batch Bayesian Optimization via Expected Subspace Improvement

Dawei Zhan, Zhaoxi Zeng, Shuoxiao Wei, Ping Wu

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)

[5] arXiv:2411.15925 (cross-list from cs.CV) [pdf, html, other]

Title: Making Images from Images: Interleaving Denoising and Transformation

Shumeet Baluja, David Marwood, Ashwin Baluja

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Graphics (cs.GR); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[6] arXiv:2411.15643 (cross-list from eess.SY) [pdf, html, other]

Title: On the Boundary Feasibility for PDE Control with Neural Operators

Hanjiang Hu, Changliu Liu

Comments: 27 pages, 5 figures, 8 tables

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Robotics (cs.RO)

[7] arXiv:2411.15375 (cross-list from cs.LG) [pdf, html, other]

Title: AdamZ: An Enhanced Optimisation Method for Neural Network Training

Ilia Zaznov (Department of Computer Science, University of Reading, Reading, UK), Atta Badii (Department of Computer Science, University of Reading, Reading, UK), Alfonso Dufour (ICMA Centre, Henley Business School, University of Reading, Reading, UK), Julian Kunkel (Department of Computer Science/GWDG, University of Göttingen, Goettingen, Germany)

Comments: 13 pages, 9 figures, 3 tables

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Machine Learning (stat.ML)

[8] arXiv:2411.15290 (cross-list from cs.LG) [pdf, html, other]

Title: GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS

Gabriel Cortês, Nuno Lourenço, Penousal Machado

Comments: Submitted to CVPR 2025

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[9] arXiv:2411.15243 (cross-list from q-bio.NC) [pdf, html, other]

Title: Bio-inspired AI: Integrating Biological Complexity into Artificial Intelligence

Nima Dehghani, Michael Levin

Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Symbolic Computation (cs.SC)

[10] arXiv:2411.15235 (cross-list from cs.LG) [pdf, html, other]

Title: CODE-CL: COnceptor-Based Gradient Projection for DEep Continual Learning

Marco Paul E. Apolinario, Kaushik Roy

Comments: 10 pages, 2 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

[11] arXiv:2411.15159 (cross-list from math.OC) [pdf, html, other]

Title: Adaptive Sensor Placement Inspired by Bee Foraging: Towards Efficient Environment Monitoring

Sai Krishna Reddy Sathi

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Robotics (cs.RO)

Mon, 25 Nov 2024 (showing 4 of 4 entries )

[12] arXiv:2411.15111 [pdf, html, other]

Title: Learnable Activation Functions in Physics-Informed Neural Networks for Solving Partial Differential Equations

Afrah Fareaa, Mustafa Serdar Celebi

Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)

[13] arXiv:2411.15008 [pdf, html, other]

Title: Evolutionary Automata and Deep Evolutionary Computation

Eugene Eberbach

Subjects: Neural and Evolutionary Computing (cs.NE); Computation and Language (cs.CL)

[14] arXiv:2411.14468 (cross-list from cs.LG) [pdf, other]

Title: A Neural Network Training Method Based on Distributed PID Control

Jiang Kun

Comments: 12 pages, 5 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)

[15] arXiv:2411.14462 (cross-list from cs.LG) [pdf, html, other]

Title: Activation Functions for "A Feedforward Unitary Equivariant Neural Network"

Pui-Wai Ma

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Fri, 22 Nov 2024 (showing 4 of 4 entries )

[16] arXiv:2411.14196 (cross-list from physics.bio-ph) [pdf, html, other]

Title: Uncertainty Quantification in Working Memory via Moment Neural Networks

Hengyuan Ma, Wenlian Lu, Jianfeng Feng

Comments: Code released: this https URL

Subjects: Biological Physics (physics.bio-ph); Neural and Evolutionary Computing (cs.NE); Applications (stat.AP)

[17] arXiv:2411.14193 (cross-list from cs.CV) [pdf, html, other]

Title: ComfyGI: Automatic Improvement of Image Generation Workflows

Dominik Sobania, Martin Briesch, Franz Rothlauf

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[18] arXiv:2411.13742 (cross-list from quant-ph) [pdf, html, other]

Title: Benchmarking a wide range of optimisers for solving the Fermi-Hubbard model using the variational quantum eigensolver

Benjamin D.M. Jones, Lana Mineh, Ashley Montanaro

Comments: 42 pages, 30 figures. Associated data can be found at this https URL

Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[19] arXiv:2411.13674 (cross-list from cs.CV) [pdf, html, other]

Title: FabuLight-ASD: Unveiling Speech Activity via Body Language

Hugo Carneiro, Stefan Wermter

Comments: 23 pages, 8 figures, 3 tables, accepted for publication in Neural Computing and Applications

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Sound (cs.SD); Audio and Speech Processing (eess.AS)

Thu, 21 Nov 2024 (showing 6 of 6 entries )

[20] arXiv:2411.13420 [pdf, html, other]

Title: Heuristically Adaptive Diffusion-Model Evolutionary Strategy

Benedikt Hartl, Yanbo Zhang, Hananel Hazan, Michael Levin

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[21] arXiv:2411.13326 [pdf, other]

Title: An Evolutional Neural Network Framework for Classification of Microarray Data

Maryam Eshraghi Evari, Md Nasir Sulaiman, Amir Rajabi Behjat

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Genomics (q-bio.GN)

[22] arXiv:2411.13490 (cross-list from eess.IV) [pdf, html, other]

Title: Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations

Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Performance (cs.PF)

[23] arXiv:2411.13010 (cross-list from cs.LG) [pdf, html, other]

Title: Deriving Activation Functions via Integration

Allen Hao Huang

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[24] arXiv:2411.12935 (cross-list from eess.SY) [pdf, html, other]

Title: Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics

Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova

Comments: 6 pages

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[25] arXiv:2411.04293 (cross-list from cs.AI) [pdf, html, other]

Title: A Random-Key Optimizer for Combinatorial Optimization

Antonio A. Chaves, Mauricio G.C. Resende, Martin J.A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber, Edilson F. de Arruda, Ricardo M. A. Silva

Comments: 54 pages, 16 figures, 8 tables

Subjects: Artificial Intelligence (cs.AI); Disordered Systems and Neural Networks (cond-mat.dis-nn); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)

Wed, 20 Nov 2024 (showing 4 of 4 entries )

[26] arXiv:2411.12735 [pdf, html, other]

Title: The More the Merrier: On Evolving Five-valued Spectra Boolean Functions

Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek

Comments: 18 pages, 2 figures, 2 tables

Subjects: Neural and Evolutionary Computing (cs.NE)

[27] arXiv:2411.12304 [pdf, html, other]

Title: Emergence of Implicit World Models from Mortal Agents

Kazuya Horibe, Naoto Yoshida

Comments: Accepted as a 1-page tiny paper in the Intrinsically Motivated Open-ended Learning workshop at NeurIPS 2024

Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)

[28] arXiv:2411.12603 (cross-list from cs.CV) [pdf, html, other]

Title: STREAM: A Universal State-Space Model for Sparse Geometric Data

Mark Schöne, Yash Bhisikar, Karan Bania, Khaleelulla Khan Nazeer, Christian Mayr, Anand Subramoney, David Kappel

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[29] arXiv:2411.12308 (cross-list from cs.AI) [pdf, other]

Title: SNN-Based Online Learning of Concepts and Action Laws in an Open World

Christel Grimaud (IRIT-LILaC), Dominique Longin (IRIT-LILaC), Andreas Herzig (IRIT-LILaC)

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Robotics (cs.RO)