Results 1 to 10 of about 1,200,755 (251)

Integrating neural networks and logistic regression to underpin hyper-heuristic search

Knowledge-Based Systems, 2011
A hyper-heuristic often represents a heuristic search method that operates over a space of heuristic rules. It can be thought of as a high level search methodology to choose lower level heuristics.
Jingpeng Li, Edmund K Burke, Rong Qu
exaly   +2 more sources

A greedy gradient-simulated annealing selection hyper-heuristic

Soft Computing, 2013
Educational timetabling problem is a challenging real world problem which has been of interest to many researchers and practitioners. There are many variants of this problem which mainly require scheduling of events and resources under various ...
Murat Kalender, Ahmed Kheiri, Ender Ozcan   +2 more
exaly   +1 more source

A multi-objective hyper-heuristic based on choice function

Expert Systems With Applications, 2014
Mashael Maashi, Ender Ozcan, Graham Kendall   +2 more
exaly  

A Dynamic Multiarmed Bandit-Gene Expression Programming Hyper-Heuristic for Combinatorial Optimization Problems

IEEE Transactions on Cybernetics, 2015
Nasser R Sabar, Masri Ayob, Graham Kendall   +2 more
exaly  

Reinforcement learning hyper-heuristics for optimisation.

2017
Hyper-heuristics are search algorithms which operate on a set of heuristics with the goal of solving a wide range of optimisation problems. It has been observed that different heuristics perform differently between different optimisation problems. A hyper-heuristic combines a set of predefined heuristics, and applies a machine learning technique to ...
openaire   +2 more sources

Heuristic space diversity control for improved meta-hyper-heuristic performance

Information Sciences, 2015
Jacomine Grobler, Andries P Engelbrecht, Graham Kendall   +2 more
exaly  

Hyper-heuristic method for multilevel thresholding image segmentation

Expert Systems With Applications, 2020
Mohamed Abd Elaziz, Ahmed A Ewees, Diego Oliva   +2 more
exaly  

A Tabu Search hyper-heuristic strategy for t-way test suite generation

Applied Soft Computing Journal, 2016
Kamal Z Zamli, Basem Y Alkazemi, Graham Kendall   +2 more
exaly  

An evolutionary algorithm based hyper-heuristic framework for the set packing problem

Information Sciences, 2019
Sachchida Nand Chaurasia, Joong Hoon Kim
exaly  

A graph-based hyper-heuristic for educational timetabling problems

European Journal of Operational Research, 2007
Edmund K Burke, Barry Mccollum, Amnon Meisels   +2 more
exaly