A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization Algorithms
Fuente:
arXiv
Saved in:
| Main Authors: | LaTorre, Antonio, Molina, Daniel, Osaba, Eneko, Del Ser, Javier, Herrera, Francisco |
|---|---|
| Format: | Preprint |
| Published: |
2020
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems
by: Osaba, Eneko, et al.
Published: (2024)
by: Osaba, Eneko, et al.
Published: (2024)
Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation
by: Naharro, Pablo S., et al.
Published: (2024)
by: Naharro, Pablo S., et al.
Published: (2024)
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways
by: Molina, Daniel, et al.
Published: (2025)
by: Molina, Daniel, et al.
Published: (2025)
Prescriptive tool for zero-emissions building fenestration design using hybrid metaheuristic algorithms
by: Caro, Rosana, et al.
Published: (2025)
by: Caro, Rosana, et al.
Published: (2025)
Multiobjective Optimization Analysis for Finding Infrastructure-as-Code Deployment Configurations
by: Osaba, Eneko, et al.
Published: (2024)
by: Osaba, Eneko, et al.
Published: (2024)
Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness
by: Poyatos, Javier, et al.
Published: (2023)
by: Poyatos, Javier, et al.
Published: (2023)
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects
by: Poyatos, Javier, et al.
Published: (2024)
by: Poyatos, Javier, et al.
Published: (2024)
Model calibration using a parallel differential evolution algorithm in computational neuroscience: simulation of stretch induced nerve deficit
by: LaTorre, Antonio, et al.
Published: (2024)
by: LaTorre, Antonio, et al.
Published: (2024)
Emerging NeoHebbian Dynamics in Forward-Forward Learning: Implications for Neuromorphic Computing
by: Terres-Escudero, Erik B., et al.
Published: (2024)
by: Terres-Escudero, Erik B., et al.
Published: (2024)
Bio-inspired Optimization: metaheuristic algorithms for optimization
by: Game, Pravin S, et al.
Published: (2020)
by: Game, Pravin S, et al.
Published: (2020)
EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks
by: Poyatos, Javier, et al.
Published: (2022)
by: Poyatos, Javier, et al.
Published: (2022)
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning
by: Ramirez-Atencia, Cristian, et al.
Published: (2024)
by: Ramirez-Atencia, Cristian, et al.
Published: (2024)
On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarization
by: Terres-Escudero, Erik B., et al.
Published: (2024)
by: Terres-Escudero, Erik B., et al.
Published: (2024)
Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis
by: Cenikj, Gjorgjina, et al.
Published: (2025)
by: Cenikj, Gjorgjina, et al.
Published: (2025)
A Novel Pareto-optimal Ranking Method for Comparing Multi-objective Optimization Algorithms
by: Ibrahim, Amin, et al.
Published: (2024)
by: Ibrahim, Amin, et al.
Published: (2024)
Bombardier Beetle Optimizer: A Novel Bio-Inspired Algorithm for Global Optimization
by: Shehadeh, Hisham A., et al.
Published: (2025)
by: Shehadeh, Hisham A., et al.
Published: (2025)
ORS: A novel Olive Ridley Survival inspired Meta-heuristic Optimization Algorithm
by: Panigrahi, Niranjan, et al.
Published: (2024)
by: Panigrahi, Niranjan, et al.
Published: (2024)
Evolving Benchmark Functions to Compare Evolutionary Algorithms via Genetic Programming
by: He, Yifan, et al.
Published: (2024)
by: He, Yifan, et al.
Published: (2024)
A Novel Immune Algorithm for Multiparty Multiobjective Optimization
by: Chen, Kesheng, et al.
Published: (2026)
by: Chen, Kesheng, et al.
Published: (2026)
Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents
by: Lee, Sungwoo, et al.
Published: (2023)
by: Lee, Sungwoo, et al.
Published: (2023)
Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization
by: Neumann, Frank, et al.
Published: (2024)
by: Neumann, Frank, et al.
Published: (2024)
Application of the Brain Drain Optimization Algorithm to the N-Queens Problem
by: Jolfaei, Sahar Ramezani, et al.
Published: (2025)
by: Jolfaei, Sahar Ramezani, et al.
Published: (2025)
Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks
by: Han, Bing, et al.
Published: (2022)
by: Han, Bing, et al.
Published: (2022)
OPAL: Operator-Programmed Algorithms for Landscape-Aware Black-Box Optimization
by: Lian, Junbo Jacob, et al.
Published: (2025)
by: Lian, Junbo Jacob, et al.
Published: (2025)
Evolution of Optimization Algorithms for Global Placement via Large Language Models
by: Yao, Xufeng, et al.
Published: (2025)
by: Yao, Xufeng, et al.
Published: (2025)
Runtime Analysis of Evolutionary Algorithms for Multi-party Multi-objective Optimization
by: Sun, Yuetong, et al.
Published: (2025)
by: Sun, Yuetong, et al.
Published: (2025)
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms
by: Yu, He, et al.
Published: (2024)
by: Yu, He, et al.
Published: (2024)
A Comparative Analysis on Metaheuristic Algorithms Based Vision Transformer Model for Early Detection of Alzheimer's Disease
by: Sen, Anuvab, et al.
Published: (2024)
by: Sen, Anuvab, et al.
Published: (2024)
Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization
by: Tao, Peng, et al.
Published: (2024)
by: Tao, Peng, et al.
Published: (2024)
Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations
by: Hummos, Ali
Published: (2022)
by: Hummos, Ali
Published: (2022)
Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization
by: Xie, Lindong, et al.
Published: (2025)
by: Xie, Lindong, et al.
Published: (2025)
Multi-objective Cat Swarm Optimization Algorithm based on a Grid System
by: Ahmed, Aram M., et al.
Published: (2025)
by: Ahmed, Aram M., et al.
Published: (2025)
An Explainable Reconfiguration-Based Optimization Algorithm for Industrial and Reliability-Redundancy Allocation Problems
by: Chauhan, Dikshit, et al.
Published: (2025)
by: Chauhan, Dikshit, et al.
Published: (2025)
Multiple Global Peaks Big Bang-Big Crunch Algorithm for Multimodal Optimization
by: Stroppa, Fabio, et al.
Published: (2024)
by: Stroppa, Fabio, et al.
Published: (2024)
Performance and Explainability Requirements of Evolutionary Algorithms in Real-World Physics-Informed Optimization
by: Stegherr, Helena, et al.
Published: (2026)
by: Stegherr, Helena, et al.
Published: (2026)
Reinforcement learning Based Automated Design of Differential Evolution Algorithm for Black-box Optimization
by: Yang, Xu, et al.
Published: (2025)
by: Yang, Xu, et al.
Published: (2025)
Pareto-NRPA: A Novel Monte-Carlo Search Algorithm for Multi-Objective Optimization
by: Lallouet, Noé, et al.
Published: (2025)
by: Lallouet, Noé, et al.
Published: (2025)
Analyzing and Overcoming Local Optima in Complex Multi-Objective Optimization by Decomposition-Based Evolutionary Algorithms
by: Dong, Ting, et al.
Published: (2024)
by: Dong, Ting, et al.
Published: (2024)
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms with Diverse Structures
by: Zhao, Qi, et al.
Published: (2022)
by: Zhao, Qi, et al.
Published: (2022)
A Novel Ranking Scheme for the Performance Analysis of Stochastic Optimization Algorithms using the Principles of Severity
by: Chandrasekaran, Sowmya, et al.
Published: (2024)
by: Chandrasekaran, Sowmya, et al.
Published: (2024)
Similar Items
-
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems
by: Osaba, Eneko, et al.
Published: (2024) -
Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation
by: Naharro, Pablo S., et al.
Published: (2024) -
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways
by: Molina, Daniel, et al.
Published: (2025) -
Prescriptive tool for zero-emissions building fenestration design using hybrid metaheuristic algorithms
by: Caro, Rosana, et al.
Published: (2025) -
Multiobjective Optimization Analysis for Finding Infrastructure-as-Code Deployment Configurations
by: Osaba, Eneko, et al.
Published: (2024)