Populations can be essential in tracking dynamic optima

QR Code

Populations can be essential in tracking dynamic optima

Real-world optimisation problems are often dynamic. Previously good solutions must be updated or replaced due to changes in objectives and constraints. It is often claimed that evolutionary algorithms are particularly suitable for dynamic optimisation because a large population can contain different...

Full description

Bibliographic Details
Main Authors:	Dang, Duc-Cuong, Jansen, Thomas, Lehre, Per Kristian
Format:	Article
Published:	Springer 2016
Subjects:	Runtime Analysis Population-based Algorithm Dynamic Optimisation
Online Access:	https://eprints.nottingham.ac.uk/34913/

Similar Items

Runtime analysis of non-elitist populations: from classical optimisation to partial information
by: Dang, Duc-Cuong, et al.
Published: (2016)

Self-adaptation of mutation rates in non-elitist populations
by: Lehre, Per Kristian, et al.
Published: (2016)

An adaptive multi-population artificial bee colony algorithm for dynamic optimisation problems
by: Nseef, Shams K., et al.
Published: (2016)

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

Theoretical formulation and analysis of the deterministic dendritic cell algorithm
by: Gu, Feng, et al.
Published: (2013)

Automated design of population-based algorithms: a case study in vehicle routing
by: Yi, Wenjie
Published: (2023)

The capacity-C torch problem
by: Backhouse, Roland, et al.
Published: (2015)

An unfished area enhances a spiny lobster, Panulirus argus, fishery: implications for management and conservation within a Biosphere Reserve in the Mexican Caribbean
by: Ley-Cooper, K., et al.
Published: (2014)

1 and 5 year survival estimates for people with cirrhosis of the liver in England, 1998–2009: a large population study
by: Ratib, Sonia, et al.
Published: (2014)

'Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem'
by: Aickelin, Uwe, et al.
Published: (2002)

Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem
by: Aickelin, Uwe, et al.
Published: (2002)

'Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem'
by: Aickelin, Uwe, et al.
Published: (2002)

A heuristic approach to optimal design of an underground mine stope layout
by: Sandanayake, D., et al.
Published: (2015)

Information core optimization using Evolutionary Algorithm with Elite Population in recommender systems
by: Mu, Caihong, et al.
Published: (2017)

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)

Tracking HCV protease population diversity during transmission and susceptibility of founder populations to antiviral therapy
by: Khera, Tanvi, et al.
Published: (2017)

A hybrid EDA for load balancing in multicast with network coding
by: Xing, Huanlai, et al.
Published: (2017)

A new algorithm for stope boundary optimization
by: Topal, Erkan, et al.
Published: (2010)

Long-term mortality among older adults with burn injury: a population-based study in Australia
by: Duke, Janine, et al.
Published: (2015)

A Dynamic Programming Algorithm for Reliable Network Design
by: Elshqeirat, Basima, et al.
Published: (2014)

Search with evolutionary ruin and stochastic rebuild: a theoretic framework and a case study on exam timetabling
by: Li, Jingpeng, et al.
Published: (2014)

Optimisation of image processing networks for neuronal membrane detection
by: Raju, Rajeswari
Published: (2016)

An analysis of the Taguchi method for tuning a memetic algorithm with reduced computational time budget
by: Gümüş, Düriye Betül, et al.
Published: (2016)

Design optimization of a short-term duty electrical machine for extreme environment
by: Arumugam, Puvaneswaran, et al.
Published: (2017)

Population Dynamics and Life Cycle of Teak Defoliator Hyblaea Puera Cramer., (Lepidoptera: Hyblaeidae) in Lao People's Democratic Republic
by: Vongxomphou, Thansamay
Published: (2001)

Dynamic Modulus Measurements of Bound Cement-Treated Base Materials
by: Nusit, K., et al.
Published: (2015)

Spatiotemporal Patterns of Population Distribution
by: Corner, Robert, et al.
Published: (2013)

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

Fibre architecture design of 3D woven composite with genetic algorithms: a unit cell based optimisation framework and performance assessment
by: Zeng, Xuesen, et al.
Published: (2015)

An empirical study towards efficient learning in artificial neural networks by neuronal diversity
by: Adamu, Abdullahi Shuaibu
Published: (2016)

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

Long-term decline of the Amazon carbon sink
by: Brienen, Roel J.W., et al.
Published: (2015)

Factors that affect serum levels of ferritin in Australian adults and implications for follow-up
by: McKinnon, E., et al.
Published: (2014)

The population genetic structure of Biomphalaria choanomphala in Lake Victoria, East Africa: implications for schistosomiasis transmission
by: Standley, Claire J., et al.
Published: (2014)

Trends from 1996 to 2007 in incidence and mortality outcomes of heart failure after acute myocardial infarction: A population-based study of 20 812 patients with first acute myocardial infarction in Western Australia
by: Hung, J., et al.
Published: (2013)

A multi-cycled sequential memetic computing approach for constrained optimisation
by: Sun, Jianyong, et al.
Published: (2016)

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

Automated design of local search algorithms for vehicle routing problems with time windows
by: Meng, Weiyao
Published: (2023)

Hospital Mental Health Admissions in Women after Unsuccessful Infertility Treatment and In Vitro Fertilization: An Australian Population-Based Cohort Study
by: Stewart, Louise, et al.
Published: (2015)

Experiences of patients and healthcare professionals of NHS cardiovascular health checks: a qualitative study
by: Riley, Ruth, et al.
Published: (2016)