Search Results - random research heuristics noisy optimization runtime analysis theory population-based algorithms

Already Moderate Population Sizes Provably Yield Strong Robustness to Noise

Authors: Antipov, Denis Doerr, Benjamin Ivanova, Alexandra et al.

Contributors: Antipov, Denis Doerr, Benjamin Ivanova, Alexandra et al.

Source: GECCO '24: Genetic and Evolutionary Computation Conference ; https://hal.science/hal-04649104 ; GECCO '24: Genetic and Evolutionary Computation Conference, 2024, Melbourne VIC, Australia. pp.1524-1532, ⟨10.1145/3638529.3654196⟩

Subject Terms: Evolutionary algorithms, Random search heuristics Noisy optimization Runtime analysis Theory Population-based algorithms, Random search heuristics Noisy optimization, Runtime analysis, Theory, Population-based algorithms, [INFO]Computer Science [cs]

Subject Geographic: Melbourne VIC, Australia

Availability: https://hal.science/hal-04649104
https://hal.science/hal-04649104v1/document
https://hal.science/hal-04649104v1/file/Antipov_Doerr_Ivanova__Already_Moderate_Populations_Sizes_Yield_Robustness_to_Noise__GECCO__2024.pdf
https://doi.org/10.1145/3638529.3654196

An adaptive binary particle swarm optimization algorithm with filtration and local search for feature selection in text classification.

Authors: Farek, Lazhar Benaidja, Amira

Source: Memetic Computing; Dec2025, Vol. 17 Issue 4, p1-21, 21p

Fourier Analysis Meets Runtime Analysis: Precise Runtimes on Plateaus.

Authors: Doerr, Benjamin Kelley, Andrew James

Source: Algorithmica; Aug2024, Vol. 86 Issue 8, p2479-2518, 40p

Subject Terms: FOURIER analysis, EVOLUTIONARY algorithms

An ensemble learning algorithm based on multimodal differential evolution and extreme learning machine.

Authors: Ma, Jie Li, Hong Gao, Weifeng et al.

Source: Memetic Computing; Jun2025, Vol. 17 Issue 2, p1-22, 22p

Runtime Analysis of Non-elitist Populations: From Classical Optimisation to Partial Information.

Authors: Dang, Duc-Cuong Lehre, Per

Source: Algorithmica; Jul2016, Vol. 75 Issue 3, p428-461, 34p

Subject Terms: RUN time systems (Computer science), MATHEMATICAL optimization, MATHEMATICAL analysis, POLYNOMIALS, ALGORITHMS

The White Puzzle: A Framework for Computation as a Recursive‑Harmonic Phenomenon

Authors: KULIK, DEAN

A Runtime Analysis of Parallel Evolutionary Algorithms in Dynamic Optimization.

Authors: Lissovoi, Andrei Witt, Carsten

Source: Algorithmica; Jun2017, Vol. 78 Issue 2, p641-659, 19p

Subject Terms: MATHEMATICAL optimization, EVOLUTIONARY algorithms, PARALLEL algorithms, ITERATIVE methods (Mathematics), LAMBDA algebra, LOGARITHMIC functions

A Hybrid Wavelet Analysis-Based New Information Priority Nonhomogeneous Discrete Grey Model with SCA Optimization for Language Service Demand Forecasting.

Authors: Li, Xixi Ma, Xin

Source: Systems; Sep2025, Vol. 13 Issue 9, p768, 30p

Subject Terms: FORECASTING, OPTIMIZATION algorithms, LANGUAGE services, EMPIRICAL research, NONLINEAR dynamical systems, WAVELETS (Mathematics)

Geographic Terms: CHINA

Intelligent optimization based prestack inversion method for high resolution estimation of elastic parameters.

Authors: Zhang, Wei Zhao, Keyu Sun, Weiyu et al.

Source: Scientific Reports; 10/27/2025, Vol. 15 Issue 1, p1-25, 25p

Subject Terms: OPTIMIZATION algorithms, BAYESIAN analysis, SEISMIC traveltime inversion, GEOPHYSICAL prediction, JACOBIAN matrices, ELASTICITY

Quantum-Inspired gravitationally guided particle swarm optimization for feature selection and classification.

Authors: Malik, Saleem Patro, S Gopal Krishna Mahanty, Chandrakanta et al.

Source: Scientific Reports; 10/1/2025, Vol. 15 Issue 1, p1-38, 38p

Subject Terms: PARTICLE swarm optimization, FEATURE selection, OPTIMIZATION algorithms, CLASSIFICATION, NON-communicable diseases, MEDICAL informatics, QUANTUM computers

Multi-Variable Evaluation via Position Binarization-Based Sparrow Search.

Authors: Hua, Jiwei Gu, Xin Sun, Debing et al.

Source: Electronics (2079-9292); Aug2025, Vol. 14 Issue 16, p3312, 23p

Subject Terms: FEATURE selection, SUPPORT vector machines, BINARY codes, RANDOM noise theory, COMBINATORIAL optimization, METAHEURISTIC algorithms, COMBINATORICS

Applications, classifications, and challenges: a comprehensive evaluation of recently developed metaheuristics for search and analysis.

Authors: Shaikh, Muhammad Suhail Raj, Saurav Zheng, Gengzhong et al.

Source: Artificial Intelligence Review; Dec2025, Vol. 58 Issue 12, p1-110, 110p

Improved Multi-Faceted Sine Cosine Algorithm for Optimization and Electricity Load Forecasting.

Authors: Oladipo, Stephen O. Akuru, Udochukwu B. Amole, Abraham O.

Source: Computers (2073-431X); Oct2025, Vol. 14 Issue 10, p444, 39p

Subject Terms: OPTIMIZATION algorithms, LOAD forecasting (Electric power systems), ENERGY management, MATHEMATICAL optimization, LOGISTIC maps (Mathematics), FUZZY clustering technique

MutaSwarmClus: enhancing data clustering efficiency with mutation-enhanced swarm algorithm.

Authors: Malik, Saleem Patro, S. Gopal Krishna Mahanty, Chandrakanta et al.

Source: Cluster Computing; Jun2025, Vol. 28 Issue 3, p1-24, 24p

Subject Terms: CLUSTERING algorithms, ANT algorithms, OPTIMIZATION algorithms, METAHEURISTIC algorithms, INFORMATION storage & retrieval systems

HGOA-based framework for multi-objective optimization and performance prediction of PEM fuel cells.

Authors: Kamal Singla, Manish Kumar Kumar, Ramesh et al.

Source: Scientific Reports; 10/14/2025, Vol. 15 Issue 1, p1-24, 24p

Subject Terms: PROTON exchange membrane fuel cells, MULTI-objective optimization, METAHEURISTIC algorithms, OPTIMIZATION algorithms, MATHEMATICAL optimization, NONLINEAR dynamical systems, OPERATIONS research, CLEAN energy

Low-Overhead Learning: Quantized Shallow Neural Networks at the Service of Genetic Algorithm Optimization.

Authors: Pizarro, Fabián Vega, Emanuel Soto, Ricardo et al.

Source: Biomimetics (2313-7673); Nov2025, Vol. 10 Issue 11, p762, 14p

Subject Terms: GENETIC algorithms, MATHEMATICAL optimization, GENETIC variation, BENCHMARK problems (Computer science)

Exponential distribution optimizer for improving multiple strategies in feature selection.

Authors: Chen, Yufeng Wang, Jian Chen, Yi et al.

Source: Cluster Computing; Dec2025, Vol. 28 Issue 15, p1-32, 32p

Subject Terms: FEATURE selection, HEURISTIC algorithms, MATHEMATICAL optimization, CONSTRAINED optimization, OPTIMIZATION algorithms

A Bio-Inspired Adaptive Probability IVYPSO Algorithm with Adaptive Strategy for Backpropagation Neural Network Optimization in Predicting High-Performance Concrete Strength.

Authors: Zhang, Kaifan Li, Xiangyu Zhang, Songsong et al.

Source: Biomimetics (2313-7673); Aug2025, Vol. 10 Issue 8, p515, 47p

Subject Terms: HIGH strength concrete, PARTICLE swarm optimization, MATHEMATICAL optimization, SWARM intelligence, CONCRETE analysis, BACK propagation

Comparative Study of Application of Production Sequencing and Scheduling Problems in Tire Mixing Operations with ADAM, Grey Wolf Optimizer, and Genetic Algorithm.

Authors: Yıldırım, Elif Denizhan, Berrin

Source: Systems; Nov2025, Vol. 13 Issue 11, p998, 26p

Subject Terms: TIRE manufacturing, OPTIMIZATION algorithms, GENETIC algorithms, MECHANICAL efficiency, GREY Wolf Optimizer algorithm, SCHEDULING, PRODUCTION planning

Comma Selection Outperforms Plus Selection on OneMax with Randomly Planted Optima.

Authors: Jorritsma, Joost Lengler, Johannes Sudholt, Dirk

Source: Algorithmica; Dec2025, Vol. 87 Issue 12, p1804-1863, 60p

Subject Terms: EVOLUTIONARY algorithms, MATHEMATICAL optimization, BENCHMARK problems (Computer science)