A tensor-based selection hyper-heuristic for cross-domain heuristic search

QR Code

A tensor-based selection hyper-heuristic for cross-domain heuristic search

Hyper-heuristics have emerged as automated high level search methodologies that manage a set of low level heuristics for solving computationally hard problems. A generic selection hyper-heuristic combines heuristic selection and move acceptance methods under an iterative single point-based search fr...

Full description

Bibliographic Details
Main Authors:	Asta, Shahriar, Özcan, Ender
Format:	Article
Published:	Elsevier 2015
Subjects:	Hyper-Heuristic Data Science Machine Learning Move Acceptance Tensor Analysis Algorithm Selection
Online Access:	https://eprints.nottingham.ac.uk/32188/

Similar Items

A tensor based hyper-heuristic for nurse rostering
by: Asta, Shahriar, et al.
Published: (2016)

Hyper-heuristics for grouping problems
by: Elhag, Anas
Published: (2015)

Performance comparison of selection hyper-heuristics on new HyFlex domains
by: Almutairi, Alhanof Khalid S
Published: (2015)

Choice function based hyper-heuristics for multi-objective optimization
by: Özcan, Ender
Published: (2015)

An iterated multi-stage selection hyper-heuristic
by: Kheiri, Ahmed, et al.
Published: (2016)

Searching the hyper-heuristic design space
by: Swan, Jerry, et al.
Published: (2014)

A multi-objective hyper-heuristic based on choice function
by: Maashi, Mashael, et al.
Published: (2014)

Performance of selection hyper-heuristics on the extended HyFlex domains
by: Almutairi, Alhanof, et al.
Published: (2016)

Improving performance of a hyper-heuristic using a multilayer perceptron for vehicle routing
by: Tyasnurita, Raras, et al.
Published: (2015)

A learning automata based multiobjective hyper-heuristic
by: Li, Wenwen, et al.
Published: (2017)

Constructing constrained-version of magic squares using selection hyper-heuristics
by: Kheiri, Ahmed, et al.
Published: (2014)

Hyper-heuristics: a survey of the state of the art
by: Burke, Edmund, et al.
Published: (2013)

Multi-stage hyper-heuristics for optimisation problems
by: Kheiri, Ahmed
Published: (2014)

Automated generation of constructive ordering heuristics for educational timetabling
by: Pillay, Nelishia, et al.
Published: (2017)

Solving high school timetabling problems worldwide using selection hyper-heuristics
by: Ahmed, Leena N., et al.
Published: (2015)

Multi-objective evolutionary algorithms and hyper-heuristics for wind farm layout optimisation
by: Li, Wenwen, et al.
Published: (2017)

Crossover control in selection hyper-heuristics: case studies using MKP and HyFlex
by: Drake, John H.
Published: (2014)

Hyper-heuristic approaches to automatically designing heuristics as mutation operators for evolutionary programming on function classes
by: Hong, Libin
Published: (2018)

A genetic programming hyper-heuristic for the multidimensional knapsack problem
by: Drake, John H., et al.
Published: (2014)

A graph-based hyper heuristic for timetabling problems
by: Burke, Edmund, et al.
Published: (2007)

A graph-based hyper heuristic for timetabling problems
by: Burke, Edmund, et al.
Published: (2007)

Modified choice function heuristic selection for the multidimensional knapsack problem
by: Drake, John H., et al.
Published: (2014)

An adaptive multi meme memetic algorithm embedding choice function hyper-heuristic
by: Qarout, Rehab
Published: (2015)

Reinforcement learning hyper-heuristics for optimisation
by: Alanazi, Fawaz
Published: (2017)

Combining Monte-Carlo and hyper-heuristic methods for the multi-mode resource-constrained multi-project scheduling problem
by: Asta, Shahriar, et al.
Published: (2016)

An experimental study of hyper-heuristic selection and acceptance mechanism for combinatorial t-way test suite generation
by: Zamil, Kamal Z., et al.
Published: (2017)

A tensor analysis improved genetic algorithm for online bin packing
by: Asta, Shahriar, et al.
Published: (2015)

A grouping hyper-heuristic framework: application on graph colouring
by: Elhag, Anas, et al.
Published: (2015)

Hyper-heuristics and fairness in examination timetabling problems
by: Muklason, Ahmad
Published: (2017)

A hyper-heuristic approach to automated generation of mutation operators for evolutionary programming
by: Hong, Libin, et al.
Published: (2017)

A genetic programming hyper-heuristic approach for evolving 2-D strip packing heuristics
by: Burke, Edmund K., et al.
Published: (2010)

A case study of controlling crossover in a selection hyper-heuristic framework using the multidimensional knapsack problem
by: Drake, John H., et al.
Published: (2015)

A Tabu Search hyper-heuristic strategy for t-way test suite generation
by: Zamil, Kamal Z., et al.
Published: (2016)

CHAMP: Creating Heuristics via Many Parameters for online bin packing
by: Asta, Shahriar, et al.
Published: (2016)

A self-adaptive multimeme memetic algorithm co-evolving utility scores to control genetic operators and their parameter settings
by: Özcan, Ender, et al.
Published: (2016)

Multiobjective selection hyper-heuristics using reinforcement learning
by: Li, Wenwen
Published: (2018)

Tolerable Constructive Graph-Based Hyper-Heuristic Algorithm For Examination Timetabling
by: Mohammad Pour, Shahrzad
Published: (2009)

Automated Heuristic Generation By Intelligent Search
by: Burnett, Andrew
Published: (2021)

Solving single and bi-objective surgery scheduling problems using local search heuristic
by: Ab Rashid, Nur Shafiqah
Published: (2021)

An adaptive multi meme memetic algorithm embedding choice function, reinforcement learning and simple random hyper-heuristics
by: Ozcagdavul, Mazlum
Published: (2015)