Meta-heuristic optimisation suite for python
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May 30, 2023 - Python
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meta-heuristic-algorithms
Here are 9 public repositories matching this topic...
Identified and explained in detail the gaps and possible future works for improvement in two popular research papers that used heuristic and meta-heuristic algorithms to solve multi-objective vehicle routing problem with time window and drones.
vehicle-routing-problem operations-research heuristic-search-algorithms transportation-planning meta-heuristic-algorithms
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Sep 28, 2021
Hyper-parameter tuning of classification model with Mealpy
svm genetic-algorithm mlp particle-swarm-optimization multiclass-classification classification-model hyper-parameter-tuning cnn-classification meta-heuristic-algorithms mealpy
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Oct 4, 2022 - Python
Hyper-parameter tuning of Time series forecasting models with Mealpy
machine-learning neural-network genetic-algorithm mlp differential-evolution svr hyper-parameter-tuning time-series-forecasting meta-heuristic-algorithms mealpy
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Oct 4, 2022 - Python
Test Case Optimization using Meta-Heuristic Algorithms
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Apr 21, 2023 - Jupyter Notebook
This project aimed to implement three well-known meta-heuristic algorithms: cuckoo search (CS), bat algorithm (BA), and flower pollination algorithm (FPA). We found that three algorithms could have a promising performance generally. It might need more runs to be converged when training BA. The time cost of BA was the highest while the difference…
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Jun 30, 2021 - Python
This repository implements the LAB (Leader Advocate Believer) Algorithm to solve the 0-1 Knapsack Problem, a classic optimization problem. The LAB Algorithm is inspired by human social interactions, simulating the roles of leaders, advocates, and believers to efficiently explore and exploit the solution space.
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Jun 21, 2024 - Jupyter Notebook
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