Computational Complexity · Computer Science
A Parameterized-Complexity Framework for Finding Local Optima
Robert Ganian, Hung P. Hoang, Christian Komusiewicz, Nils Morawietz
2026-01-05
Neural and Evolutionary Computing · Computer Science
A Memetic Algorithm for the Linear Ordering Problem with Cumulative Costs
Tao Ye, Kan Zhou, Zhipeng Lu, Jin-Kao Hao
2014-05-20
Artificial Intelligence · Computer Science
Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning
Gustavo H. de Rosa, Mateus Roder, João Paulo Papa, Claudio F. G. dos Santos
2022-12-20
Data Structures and Algorithms · Computer Science
Fantastic Flips and Where to Find Them: A General Framework for Parameterized Local Search on Partitioning Problems
Niels Grüttemeier, Nils Morawietz, Frank Sommer
2026-05-06
Machine Learning · Statistics
Hyperparameter Optimization in Machine Learning
Luca Franceschi, Michele Donini, Valerio Perrone, Aaron Klein +4
2025-11-26
Neural and Evolutionary Computing · Computer Science
Meme as Building Block for Evolutionary Optimization of Problem Instances
Liang Feng, Yew Soon Ong, Ah Hwee Tan, Ivor Wai-Hung Tsang
2012-07-04
Machine Learning · Computer Science
Characterizing classification datasets: a study of meta-features for meta-learning
Adriano Rivolli, Luís P. F. Garcia, Carlos Soares, Joaquin Vanschoren +1
2019-08-27
Multiagent Systems · Computer Science
Evaluating Heuristic Search Algorithms in Pathfinding: A Comprehensive Study on Performance Metrics and Domain Parameters
Aya Kherrour, Marco Robol, Marco Roveri, Paolo Giorgini
2023-10-05
Computation and Language · Computer Science
Global-aware Beam Search for Neural Abstractive Summarization
Ye Ma, Zixun Lan, Lu Zong, Kaizhu Huang
2021-10-27
Neural and Evolutionary Computing · Computer Science
Deep memetic models for combinatorial optimization problems: application to the tool switching problem
Jhon Edgar Amaya, Carlos Cotta, Antonio J. Fernández-Leiva, Pablo García-Sánchez
2024-11-05
Artificial Intelligence · Computer Science
Learning Neural Search Policies for Classical Planning
Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo, Antonio Bucchiarone
2019-11-28
Machine Learning · Computer Science
Search Algorithms for Automated Hyper-Parameter Tuning
Leila Zahedi, Farid Ghareh Mohammadi, Shabnam Rezapour, Matthew W. Ohland +1
2021-05-03
Artificial Intelligence · Computer Science
The Algorithm Configuration Problem
Gabriele Iommazzo, Claudia D'Ambrosio, Antonio Frangioni, Leo Liberti
2024-03-05
Quantitative Methods · Quantitative Biology
Squeeze-and-Breathe Evolutionary Monte Carlo Optimisation with Local Search Acceleration and its application to parameter fitting
Mariano Beguerisse-Diaz, Baojun Wang, Radhika Desikan, Mauricio Barahona
2011-11-07
Artificial Intelligence · Computer Science
Towards an automated method based on Iterated Local Search optimization for tuning the parameters of Support Vector Machines
Sergio Consoli, Jacek Kustra, Pieter Vos, Monique Hendriks +1
2017-07-12