Darrell Whitley

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 35

Top Topics

Combinatorial Optimization

Traveling Salesman

Genetic Algorithm

Top Venues

GECCO Companion

ACM Trans. Evol. Learn. Optim.

Publications

Tim Whitaker, Darrell Whitley
Stochastic Subnetwork Annealing: A Regularization Technique for Fine Tuning Pruned Subnetworks. CoRR (2024)
Renato Tinós, Michal Witold Przewozniczek, Darrell Whitley, Francisco Chicano
Iterated Local Search with Linkage Learning. ACM Trans. Evol. Learn. Optim. 4 (2) (2024)
Jonathan Heins, Lennart Schäpermeier, Pascal Kerschke, Darrell Whitley
Dancing to the State of the Art? How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem. CoRR (2024)
Francisco Chicano, Darrell Whitley, Gabriela Ochoa, Renato Tinós
Generalizing and Unifying Gray-box Combinatorial Optimization Operators. CoRR (2024)
Darrell Whitley, Gabriela Ochoa, Noah Floyd, Francisco Chicano
Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination. EvoStar (2024)
Renato Tinós, Liang Zhao, Francisco Chicano, Darrell Whitley
NK Hybrid Genetic Algorithm for Clustering. CoRR (2024)
Francisco Chicano, Gabriela Ochoa, Darrell Whitley, Renato Tinós
Dynastic Potential Crossover Operator. CoRR (2024)
Swetha Varadarajan, Darrell Whitley
A Parallel Ensemble of Metaheuristic Solvers for the Traveling Salesman Problem. CoRR (2023)
Tim Whitaker, Darrell Whitley
Synaptic Stripping: How Pruning Can Bring Dead Neurons Back to Life. IJCNN (2023)
Anne Auger, Peter A. N. Bosman, Pascal Kerschke, Darrell Whitley, Lennart Schäpermeier
Challenges in Benchmarking Optimization Heuristics (Dagstuhl Seminar 23251). Dagstuhl Reports 13 (6) (2023)
Darrell Whitley
Evolutionary Computation and Tunneling at the Edge of Quantum Computing. GECCO Companion (2023)
Tim Whitaker, Darrell Whitley
Interpretable Diversity Analysis: Visualizing Feature Representations in Low-Cost Ensembles. IJCNN (2023)
Tim Whitaker, Darrell Whitley
Synaptic Stripping: How Pruning Can Bring Dead Neurons Back To Life. CoRR (2023)
Darrell Whitley, Ozeas Quevedo de Carvalho, Mark Roberts, Vivint Shetty, Piyabutra Jampathom
Scheduling Multi-Resource Satellites using Genetic Algorithms and Permutation Based Representations. GECCO (2023)
Darrell Whitley, Gabriela Ochoa, Francisco Chicano
Partition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean Functions. FOGA (2023)
Matt Gorbett, Darrell Whitley
Randomly Initialized Subnetworks with Iterative Weight Recycling. CoRR (2023)
Tim Whitaker, Darrell Whitley
Interpretable Diversity Analysis: Visualizing Feature Representations In Low-Cost Ensembles. CoRR (2023)
Tim Whitaker, Darrell Whitley
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution. GECCO Companion (2023)
Tim Whitaker, Darrell Whitley
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution. CoRR (2023)
Renato Tinós, Michal Przewozniczek, Darrell Whitley, Francisco Chicano
Genetic Algorithm with Linkage Learning. GECCO (2023)
Renato Tinós, Michal Witold Przewozniczek, Darrell Whitley
Iterated local search with perturbation based on variables interaction for pseudo-boolean optimization. GECCO (2022)
Tim Whitaker, Darrell Whitley
Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks. CoRR (2022)
Felipe Honjo Ide, Hernán E. Aguirre, Minami Miyakawa, Darrell Whitley
Exploring the decision and objective space of SAT constrained multi-objective problems. GECCO Companion (2022)
Darrell Whitley, Gabriela Ochoa
Local optima organize into lattices under recombination: an example using the traveling salesman problem. GECCO (2022)
Tim Whitaker, Darrell Whitley
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks. AAAI (2022)
Darrell Whitley
Graybox optimization and next generation genetic algorithms. GECCO Companion (2022)
Preston Dunton, Darrell Whitley
Reducing the cost of partition crossover on large MAXSAT problems: the PX-preprocessor. GECCO (2022)
Jürgen Branke, Darrell Whitley
ACM Transactions on Evolutionary Learning and Optimization Inaugural Issue Editorial. ACM Trans. Evol. Learn. Optim. 1 (1) (2021)
Sachini S. Weerawardhana, Darrell Whitley, Mark Roberts
Models of Intervention: Helping Agents and Human Users Avoid Undesirable Outcomes. Frontiers Artif. Intell. 4 (2021)
Renato Tinós, Darrell Whitley, Francisco Chicano, Gabriela Ochoa
Partition crossover for continuous optimization: ePX. GECCO (2021)
Darrell Whitley, Francisco Chicano, Hernán E. Aguirre
Quadratization of gray coded representations, long path problems and needle functions. GECCO (2021)
Darrell Whitley
Theoretical foundations of evolutionary computation for beginners and veterans. GECCO Companion (2021)
Felipe Honjo Ide, Hernán E. Aguirre, Minami Miyakawa, Darrell Whitley
A Generator for Scalable SAT Constrained Multi-Objective Optimization Benchmark Problems. SSCI (2021)
Swetha Varadarajan, Darrell Whitley
A parallel ensemble genetic algorithm for the traveling salesman problem. GECCO (2021)
Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley
On the Design of a Partition Crossover for the Quadratic Assignment Problem. PPSN (1) (2020)
Cesar Guerra-Salcedo, Stephen Chen, Darrell Whitley, Stephen F. Smith
Fast and accurate feature selection using hybrid genetic strategies. CEC (1999)