A hybrid search using genetic algorithms and random-restart hill-climbing for flexible job shop scheduling instances with high flexibility

NJ Escamilla-Serna, JC Seck-Tuoh-Mora… - Applied Sciences, 2022 - mdpi.com
algorithm called GA-RRHC based on genetic algorithms (GAs) and a random-restart hill-climbing
(RRHC) algorithm … high flexibility (where every operation can be completed by a high …

Handling the balance of operators in evolutionary algorithms through a weighted Hill Climbing approach

E Rodríguez-Esparza, B Morales-Castañeda… - Knowledge-Based …, 2024 - Elsevier
Hill Climbing Weight Algorithm with Diversity (BHWEAD), an innovative approach that combines
elements from classic Genetic Algorithm … no single algorithm can outperform all others …

[HTML][HTML] When move acceptance selection hyper-heuristics outperform Metropolis and elitist evolutionary algorithms and when not

A Lissovoi, PS Oliveto, JA Warwicker - Artificial Intelligence, 2023 - Elsevier
… and prove that it can optimise the standard hillclimbing benchmark function OneMax in the …
outperforms elitist evolutionary algorithms and the well-known Metropolis non-elitist algorithm

[PDF][PDF] A review on hill climbing optimization methodology

S Chinnasamy, M Ramachandran… - Recent Trends in …, 2022 - academia.edu
… that a random restart will perform better than local search … Developing combined genetic
algorithmHill-climbing … study of hill climbing simulated annealing and genetic algorithm for …

Expansion-based Hill-climbing

S Tari, M Basseur, A Goëffon - Information Sciences, 2023 - Elsevier
… so that the move strategies are not only determined by objective information. Although these
advanced LS techniques naturally outperform basic searches like climbers, their behavior is …

Hybrid whale optimisation and β-hill climbing algorithm for continuous optimisation problems

BH Abed-alguni, AF Klaib - International Journal of …, 2020 - inderscienceonline.com
genetic algorithm into CS. The β-hill climbing algorithm (BHC) is an enhanced version of
the … WOABHC outperformed the other algorithms for 20 functions out of 25 functions. These …

Evolution of Deterministic Hill-climbers

V Hénaux, A Goëffon, F Saubion - 2020 IEEE 32nd International …, 2020 - ieeexplore.ieee.org
… Through a simple evolution strategy applied to NK fitness functions, we propose to search
for a basic hill-climbing algorithm specifically dedicated to attain the best possible solution of …

Best Polynomial Harmony Search with Best β-Hill Climbing Algorithm

I Abu Doush, E Santos - Journal of Intelligent Systems, 2020 - degruyter.com
… Harmony Search Algorithm (HSA) is an evolutionary algorithm which mimics the process of
… PHSβ–HC algorithm outperforms the other algorithms for two test functions. In a nutshell, …

Adaptive Chaotic Marine Predators Hill Climbing Algorithm for Large-Scale Design Optimizations

AA Dehkordi, B Etaati, M Neshat, S Mirjalili - Ieee Access, 2023 - ieeexplore.ieee.org
algorithms inspired by animal social behavior or human characteristics that have been
used in various fields include Genetic Algorithm … SOA algorithm, and it outperformed other …

[HTML][HTML] A hybrid flower pollination with β-hill climbing algorithm for global optimization

ZAA Alyasseri, MA Al-Betar, MA Awadallah… - Journal of King Saud …, 2022 - Elsevier
… The PgAFWA outperformed all compared algorithms in obtaining the best solution. In … (2015)
proposed a new model for the cooperation of optimization evolutionary algorithms to …