Runtime Analyses of NSGA-III on Many-Objective Problems: Provable Exponential Speedup via Stochastic Population Update
Fuente:
arXiv
Saved in:
| Main Author: | Opris, Andre |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Runtime Analyses of NSGA-III on Many-Objective Problems
by: Opris, Andre, et al.
Published: (2024)
by: Opris, Andre, et al.
Published: (2024)
Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm
by: Doerr, Benjamin, et al.
Published: (2025)
by: Doerr, Benjamin, et al.
Published: (2025)
Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds
by: Opris, Andre
Published: (2025)
by: Opris, Andre
Published: (2025)
Many Objective Problems Where Crossover is Provably Essential
by: Opris, Andre
Published: (2024)
by: Opris, Andre
Published: (2024)
Achieving Tight $O(4^k)$ Runtime Bounds on Jump$_k$ by Proving that Genetic Algorithms Evolve Near-Maximal Population Diversity
by: Opris, Andre, et al.
Published: (2024)
by: Opris, Andre, et al.
Published: (2024)
A First Runtime Analysis of the PAES-25: An Enhanced Variant of the Pareto Archived Evolution Strategy
by: Opris, Andre
Published: (2025)
by: Opris, Andre
Published: (2025)
Optimizing Genetic Algorithms Using the Binomial Distribution
by: Cicirello, Vincent A.
Published: (2024)
by: Cicirello, Vincent A.
Published: (2024)
Open Source Evolutionary Computation with Chips-n-Salsa
by: Cicirello, Vincent A.
Published: (2024)
by: Cicirello, Vincent A.
Published: (2024)
First Steps Towards a Runtime Analysis When Starting With a Good Solution
by: Antipov, Denis, et al.
Published: (2020)
by: Antipov, Denis, et al.
Published: (2020)
How Population Diversity Influences the Efficiency of Crossover
by: Cerf, Sacha, et al.
Published: (2024)
by: Cerf, Sacha, et al.
Published: (2024)
Evolutionary Computation as Natural Generative AI
by: Shi, Yaxin, et al.
Published: (2025)
by: Shi, Yaxin, et al.
Published: (2025)
L-System Genetic Encoding for Scalable Neural Network Evolution: A Comparison with Direct Matrix Encoding
by: Stuy, Alexander, et al.
Published: (2026)
by: Stuy, Alexander, et al.
Published: (2026)
OneMax is not the Easiest Function for Fitness Improvements
by: Kaufmann, Marc, et al.
Published: (2022)
by: Kaufmann, Marc, et al.
Published: (2022)
Computing and Enumerating Minimal Common Supersequences Between Two Strings
by: Sopp, Braeden, et al.
Published: (2026)
by: Sopp, Braeden, et al.
Published: (2026)
Survey of Genetic and Differential Evolutionary Algorithm Approaches to Search Documents Based On Semantic Similarity
by: Muniyappa, Chandrashekar, et al.
Published: (2025)
by: Muniyappa, Chandrashekar, et al.
Published: (2025)
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization
by: Cenikj, Gjorgjina, et al.
Published: (2024)
by: Cenikj, Gjorgjina, et al.
Published: (2024)
Hardest Monotone Functions for Evolutionary Algorithms
by: Kaufmann, Marc, et al.
Published: (2023)
by: Kaufmann, Marc, et al.
Published: (2023)
Point Location in Constant Time
by: Chaganti, Sairam, et al.
Published: (2023)
by: Chaganti, Sairam, et al.
Published: (2023)
How to Compute a Moving Sum
by: Maslen, David K., et al.
Published: (2025)
by: Maslen, David K., et al.
Published: (2025)
Parameter Tuning of the Firefly Algorithm by Standard Monte Carlo and Quasi-Monte Carlo Methods
by: Joy, Geethu, et al.
Published: (2024)
by: Joy, Geethu, et al.
Published: (2024)
Domain-Informed Genetic Superposition Programming: A Case Study on SFRC Beams
by: Khorshidi, Mohammad Sadegh, et al.
Published: (2025)
by: Khorshidi, Mohammad Sadegh, et al.
Published: (2025)
On Identifying Critical Network Edges via Analyzing Changes in Shapes (Curvatures)
by: DasGupta, Bhaskar, et al.
Published: (2026)
by: DasGupta, Bhaskar, et al.
Published: (2026)
Fast sampling of satisfying assignments from random $k$-SAT with applications to connectivity
by: Chen, Zongchen, et al.
Published: (2022)
by: Chen, Zongchen, et al.
Published: (2022)
Improved Approximation Algorithms for Path and Forest Augmentation via a Novel Relaxation
by: Hommelsheim, Felix
Published: (2025)
by: Hommelsheim, Felix
Published: (2025)
A $4/3$ Approximation for $2$-Vertex-Connectivity
by: Bosch-Calvo, Miguel, et al.
Published: (2023)
by: Bosch-Calvo, Miguel, et al.
Published: (2023)
A $5/4$-Approximation for Two-Edge Connectivity
by: Bosch-Calvo, Miguel, et al.
Published: (2024)
by: Bosch-Calvo, Miguel, et al.
Published: (2024)
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations
by: Taubert, Oskar, et al.
Published: (2023)
by: Taubert, Oskar, et al.
Published: (2023)
Quantum-Inspired Evolutionary Algorithms for Feature Subset Selection: A Comprehensive Survey
by: Vivek, Yelleti, et al.
Published: (2024)
by: Vivek, Yelleti, et al.
Published: (2024)
Improved Differential Evolution based Feature Selection through Quantum, Chaos, and Lasso
by: Vivek, Yelleti, et al.
Published: (2024)
by: Vivek, Yelleti, et al.
Published: (2024)
Naively Sorting Evolving Data is Optimal and Robust
by: Giakkoupis, George, et al.
Published: (2024)
by: Giakkoupis, George, et al.
Published: (2024)
Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining
by: Mitchell, Rupert, et al.
Published: (2025)
by: Mitchell, Rupert, et al.
Published: (2025)
An Improved Drift Theorem for Balanced Allocations
by: Los, Dimitrios, et al.
Published: (2023)
by: Los, Dimitrios, et al.
Published: (2023)
Isomorphic Functionalities between Ant Colony and Ensemble Learning: Part III -- Gradient Descent, Neural Plasticity, and the Emergence of Deep Intelligence
by: Fokoué, Ernest, et al.
Published: (2026)
by: Fokoué, Ernest, et al.
Published: (2026)
A 13/6-Approximation for Strip Packing via the Bottom-Left Algorithm
by: Hougardy, Stefan, et al.
Published: (2025)
by: Hougardy, Stefan, et al.
Published: (2025)
The Distributional Tail of Worst-Case Quickselect
by: Płecha, Witold
Published: (2026)
by: Płecha, Witold
Published: (2026)
The Exchange Problem
by: Garg, Mohit, et al.
Published: (2024)
by: Garg, Mohit, et al.
Published: (2024)
Incremental-Decremental Maximization
by: Disser, Yann, et al.
Published: (2025)
by: Disser, Yann, et al.
Published: (2025)
SCAPE: Searching Conceptual Architecture Prompts using Evolution
by: Lim, Soo Ling, et al.
Published: (2024)
by: Lim, Soo Ling, et al.
Published: (2024)
Shortest Paths without a Map, but with an Entropic Regularizer
by: Bubeck, Sébastien, et al.
Published: (2022)
by: Bubeck, Sébastien, et al.
Published: (2022)
On the PLS-Completeness of $k$-Opt Local Search for the Traveling Salesman Problem
by: Heimann, Sophia, et al.
Published: (2026)
by: Heimann, Sophia, et al.
Published: (2026)
Similar Items
-
Runtime Analyses of NSGA-III on Many-Objective Problems
by: Opris, Andre, et al.
Published: (2024) -
Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm
by: Doerr, Benjamin, et al.
Published: (2025) -
Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds
by: Opris, Andre
Published: (2025) -
Many Objective Problems Where Crossover is Provably Essential
by: Opris, Andre
Published: (2024) -
Achieving Tight $O(4^k)$ Runtime Bounds on Jump$_k$ by Proving that Genetic Algorithms Evolve Near-Maximal Population Diversity
by: Opris, Andre, et al.
Published: (2024)