Smart Buildings Energy Consumption Forecasting using Adaptive Evolutionary Ensemble Learning Models
Fuente:
arXiv
Saved in:
| Main Authors: | Neshat, Mehdi, Thilakaratne, Menasha, El-Abd, Mohammed, Mirjalili, Seyedali, Gandomi, Amir H., Boland, John |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hybrid Wave-wind System Power Optimisation Using Effective Ensemble Covariance Matrix Adaptation Evolutionary Algorithm
by: Neshat, Mehdi, et al.
Published: (2025)
by: Neshat, Mehdi, et al.
Published: (2025)
Effective Self-Attention-Based Deep Learning Model with Evolutionary Grid Search for Robust Wave Farm Energy Forecasting
by: Dehkordi, Amin Abdollahi, et al.
Published: (2025)
by: Dehkordi, Amin Abdollahi, et al.
Published: (2025)
Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model
by: Neshat, Mehdi, et al.
Published: (2024)
by: Neshat, Mehdi, et al.
Published: (2024)
Effective Predictive Modeling for Emergency Department Visits and Evaluating Exogenous Variables Impact: Using Explainable Meta-learning Gradient Boosting
by: Neshat, Mehdi, et al.
Published: (2024)
by: Neshat, Mehdi, et al.
Published: (2024)
Optimizing Interplanetary Trajectories using Hybrid Meta-heuristic
by: Dehkordi, Amin Abdollahi, et al.
Published: (2025)
by: Dehkordi, Amin Abdollahi, et al.
Published: (2025)
SEB-ChOA: An Improved Chimp Optimization Algorithm Using Spiral Exploitation Behavior
by: Qian, Leren, et al.
Published: (2025)
by: Qian, Leren, et al.
Published: (2025)
MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems
by: Rashed, Noor A., et al.
Published: (2024)
by: Rashed, Noor A., et al.
Published: (2024)
Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization
by: Wang, Xiaopeng, et al.
Published: (2025)
by: Wang, Xiaopeng, et al.
Published: (2025)
BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution
by: Lin, Subin, et al.
Published: (2025)
by: Lin, Subin, et al.
Published: (2025)
Cartesian Genetic Programming Approach for Designing Convolutional Neural Networks
by: Krzywda, Maciej, et al.
Published: (2024)
by: Krzywda, Maciej, et al.
Published: (2024)
Multi-population Ensemble Genetic Programming via Cooperative Coevolution and Multi-view Learning for Classification
by: Khorshidi, Mohammad Sadegh, et al.
Published: (2025)
by: Khorshidi, Mohammad Sadegh, et al.
Published: (2025)
EDOLAB: An Open-Source Platform for Education and Experimentation with Evolutionary Dynamic Optimization Algorithms
by: Peng, Mai, et al.
Published: (2023)
by: Peng, Mai, et al.
Published: (2023)
A Generalized and Configurable Benchmark Generator for Continuous Unconstrained Numerical Optimization
by: Gandomi, Amir H., et al.
Published: (2023)
by: Gandomi, Amir H., et al.
Published: (2023)
An Ensemble of Evolutionary Algorithms With Both Crisscross Search and Sparrow Search for Processing Inferior Individuals
by: Du, Mingxuan, et al.
Published: (2026)
by: Du, Mingxuan, et al.
Published: (2026)
Kolmogorov-Arnold networks for metal surface defect classification
by: Krzywda, Maciej, et al.
Published: (2025)
by: Krzywda, Maciej, et al.
Published: (2025)
Comparative Analysis of Evolutionary Algorithms for Energy-Aware Production Scheduling
by: Burmeister, Sascha C, et al.
Published: (2025)
by: Burmeister, Sascha C, et al.
Published: (2025)
Optimizing Hearthstone Agents using an Evolutionary Algorithm
by: García-Sánchez, Pablo, et al.
Published: (2024)
by: García-Sánchez, Pablo, et al.
Published: (2024)
Evolutionary Ensemble of Agents
by: Yu, Zongmin, et al.
Published: (2026)
by: Yu, Zongmin, et al.
Published: (2026)
Backpropagation-Free 4D Continuous Ant-Based Neural Topology Search
by: ElSaid, AbdElRahman, et al.
Published: (2023)
by: ElSaid, AbdElRahman, et al.
Published: (2023)
Vessel Length Estimation from Magnetic Wake Signature: A Physics-Informed Residual Neural Network Approach
by: Fallah, Mohammad Amir, et al.
Published: (2025)
by: Fallah, Mohammad Amir, et al.
Published: (2025)
On the Interaction of Adaptive Population Control with Cumulative Step-Size Adaptation
by: Omeradzic, Amir, et al.
Published: (2024)
by: Omeradzic, Amir, et al.
Published: (2024)
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes
by: Yazdani, Danial, et al.
Published: (2024)
by: Yazdani, Danial, et al.
Published: (2024)
Bio-Inspired Neuron Synapse Optimization for Adaptive Learning and Smart Decision-Making
by: Singh, Sreeja, et al.
Published: (2025)
by: Singh, Sreeja, et al.
Published: (2025)
Optimized Drug Design using Multi-Objective Evolutionary Algorithms with SELFIES
by: Hömberg, Tomoya, et al.
Published: (2024)
by: Hömberg, Tomoya, et al.
Published: (2024)
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
by: Custode, Leonardo Lucio, et al.
Published: (2024)
by: Custode, Leonardo Lucio, et al.
Published: (2024)
Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach
by: Liu, Wanyi, et al.
Published: (2024)
by: Liu, Wanyi, et al.
Published: (2024)
A Novel Population Initialization Method via Adaptive Experience Transfer for General-Purpose Binary Evolutionary Optimization
by: Wang, Zhiyuan, et al.
Published: (2025)
by: Wang, Zhiyuan, et al.
Published: (2025)
Learning to Transfer for Evolutionary Multitasking
by: Wu, Sheng-Hao, et al.
Published: (2024)
by: Wu, Sheng-Hao, et al.
Published: (2024)
Evolutionary Generative Optimization: Towards Fully Data-Driven Evolutionary Optimization via Generative Learning
by: Jiang, Tao, et al.
Published: (2025)
by: Jiang, Tao, et al.
Published: (2025)
Integrating Chaotic Evolutionary and Local Search Techniques in Decision Space for Enhanced Evolutionary Multi-Objective Optimization
by: Meng, Xiang
Published: (2024)
by: Meng, Xiang
Published: (2024)
Path Planning in a dynamic environment using Spherical Particle Swarm Optimization
by: Elshaar, Mohssen E., et al.
Published: (2024)
by: Elshaar, Mohssen E., et al.
Published: (2024)
Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models
by: Zhao, Jie, et al.
Published: (2025)
by: Zhao, Jie, et al.
Published: (2025)
Evolutionary Multi-Objective Diversity Optimization
by: Do, Anh Viet, et al.
Published: (2024)
by: Do, Anh Viet, et al.
Published: (2024)
Evolutionary Optimization of Model Merging Recipes
by: Akiba, Takuya, et al.
Published: (2024)
by: Akiba, Takuya, et al.
Published: (2024)
Large Language Models as Evolutionary Optimizers
by: Liu, Shengcai, et al.
Published: (2023)
by: Liu, Shengcai, et al.
Published: (2023)
Selection of Filters for Photonic Crystal Spectrometer Using Domain-Aware Evolutionary Algorithms
by: Antonov, Kirill, et al.
Published: (2024)
by: Antonov, Kirill, et al.
Published: (2024)
AdaptiveMDL-GenClust: A Robust Clustering Framework Integrating Normalized Mutual Information and Evolutionary Algorithms
by: Jahani, H., et al.
Published: (2024)
by: Jahani, H., et al.
Published: (2024)
Wasserstein Evolution : Evolutionary Optimization as Phase Transition
by: Ouyang, Kaichen, et al.
Published: (2025)
by: Ouyang, Kaichen, et al.
Published: (2025)
Evolutionary Spiking Neural Networks: A Survey
by: Shen, Shuaijie, et al.
Published: (2024)
by: Shen, Shuaijie, et al.
Published: (2024)
Generative Evolutionary Strategy For Black-Box Optimizations
by: Park, Changhwi
Published: (2022)
by: Park, Changhwi
Published: (2022)
Similar Items
-
Hybrid Wave-wind System Power Optimisation Using Effective Ensemble Covariance Matrix Adaptation Evolutionary Algorithm
by: Neshat, Mehdi, et al.
Published: (2025) -
Effective Self-Attention-Based Deep Learning Model with Evolutionary Grid Search for Robust Wave Farm Energy Forecasting
by: Dehkordi, Amin Abdollahi, et al.
Published: (2025) -
Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model
by: Neshat, Mehdi, et al.
Published: (2024) -
Effective Predictive Modeling for Emergency Department Visits and Evaluating Exogenous Variables Impact: Using Explainable Meta-learning Gradient Boosting
by: Neshat, Mehdi, et al.
Published: (2024) -
Optimizing Interplanetary Trajectories using Hybrid Meta-heuristic
by: Dehkordi, Amin Abdollahi, et al.
Published: (2025)