A learning-guided multi-objective evolutionary algorithm for constrained portfolio optimization
Portfolio optimization involves the optimal assignment of limited capital to different available financial assets to achieve a reasonable trade-off between profit and risk objectives. In this paper, we studied the extended Markowitz's mean-variance portfolio optimization model. We considered th...
| Main Authors: | Lwin, Khin, Qu, Rong, Kendall, Graham |
|---|---|
| Format: | Article |
| Published: |
Elsevier
2014
|
| Online Access: | https://eprints.nottingham.ac.uk/28272/ |
Similar Items
Evolutionary approaches for portfolio optimization
by: Lwin, Khin Thein
Published: (2015)
by: Lwin, Khin Thein
Published: (2015)
Hybrid multi-objective evolutionary algorithms based on decomposition for wireless sensor network coverage optimization
by: Xu, Ying, et al.
Published: (2018)
by: Xu, Ying, et al.
Published: (2018)
Mean-VaR portfolio optimization: a nonparametric approach
by: Lwin, Khin T., et al.
Published: (2017)
by: Lwin, Khin T., et al.
Published: (2017)
Constrained portfolio optimisation: the state-of-the-art Markowitz models
by: Jin, Yan, et al.
Published: (2016)
by: Jin, Yan, et al.
Published: (2016)
Hybridising local search with Branch-and-Bound for constrained portfolio selection problems
by: He, Fang, et al.
Published: (2016)
by: He, Fang, et al.
Published: (2016)
A path-oriented encoding evolutionary algorithm for network coding resource minimization
by: Xing, Huanlai, et al.
Published: (2014)
by: Xing, Huanlai, et al.
Published: (2014)
Fuzzy optimization with multi-objective evolutionary algorithms: A case study
by: P., Vasant, et al.
Published: (2007)
by: P., Vasant, et al.
Published: (2007)
Fuzzy optimization with multi-objective evolutionary algorithms: A case study
by: Sanchez , G., et al.
Published: (2007)
by: Sanchez , G., et al.
Published: (2007)
Evolutionary multi-objective optimization algorithms with probabilistic representation based on pheromone trails
by: Li, Hui, et al.
Published: (2010)
by: Li, Hui, et al.
Published: (2010)
A compromise based fuzzy goal programming approach with satisfaction function for multi-objective portfolio optimisation
by: He, Fang, et al.
Published: (2015)
by: He, Fang, et al.
Published: (2015)
Modeling and multi-objective optimal sizing of standalone photovoltaic system based on evolutionary algorithms
by: Ridha, Hussein Mohammed
Published: (2020)
by: Ridha, Hussein Mohammed
Published: (2020)
Nature of real-world multi-objective vehicle routing with evolutionary algorithms
by: Castro-Gutierrez, Juan, et al.
Published: (2011)
by: Castro-Gutierrez, Juan, et al.
Published: (2011)
Optimal sizing of standalone hybrid energy system using a novel multi-objective evolutionary algorithm
by: Basarudin, Hanim
Published: (2020)
by: Basarudin, Hanim
Published: (2020)
Robust and Multi-objective Portfolio Selection
by: Jiang, Lin
Published: (2020)
by: Jiang, Lin
Published: (2020)
Information core optimization using Evolutionary Algorithm with Elite Population in recommender systems
by: Mu, Caihong, et al.
Published: (2017)
by: Mu, Caihong, et al.
Published: (2017)
A multi-objective evolutionary approach for fuzzy optimization in production planning
by: P., Vasant, et al.
Published: (2007)
by: P., Vasant, et al.
Published: (2007)
A multi-objective evolutionary approach for fuzzy optimization in production planning
by: Jimenez , F., et al.
Published: (2006)
by: Jimenez , F., et al.
Published: (2006)
Fuzzy Optimization via Multi-Objective Evolutionary Computation for Chocolate Manufacturing
by: Vasant, Pandian
Published: (2008)
by: Vasant, Pandian
Published: (2008)
Multi-objective evolutionary algorithms and hyper-heuristics for wind farm layout optimisation
by: Li, Wenwen, et al.
Published: (2017)
by: Li, Wenwen, et al.
Published: (2017)
Multi-objective constrained algorithm (MCA) and non-dominated sorting genetic algorithm (NSGA-ii) for solving multi-objective crop planning problem
by: Jarin, Sams, et al.
Published: (2016)
by: Jarin, Sams, et al.
Published: (2016)
A Multi-objective Evolutionary Algorithm Based On Decomposition For Continuous Optimization Using A Step-function Technique
by: Chuah, How Siang
Published: (2022)
by: Chuah, How Siang
Published: (2022)
A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding
by: Xing, Huanlai, et al.
Published: (2016)
by: Xing, Huanlai, et al.
Published: (2016)
Memetic multi-objective evolutionary algorithms of radial basis function network for classification problems
by: Qasem, Sultan Noman
Published: (2011)
by: Qasem, Sultan Noman
Published: (2011)
Chance-constrained optimization for pension fund portfolios in the presence of default risk
by: Sun, Y., et al.
Published: (2016)
by: Sun, Y., et al.
Published: (2016)
An adaptation of social Learning in evolutionary computation for tic-tac-toe.
by: Yaakob, Razali, et al.
Published: (2009)
by: Yaakob, Razali, et al.
Published: (2009)
A simulated annealing based genetic local search algorithm for multi-objective multicast routing problems
by: Xu, Ying, et al.
Published: (2013)
by: Xu, Ying, et al.
Published: (2013)
An improved MOEA/D algorithm for multi-objective multicast routing with network coding
by: Xing, Huanlai, et al.
Published: (2017)
by: Xing, Huanlai, et al.
Published: (2017)
Investigation of evolutionary multi-objective algorithms in solving view selection problem / Seyed Hamid Talebian
by: Talebian, Seyed Hamid
Published: (2013)
by: Talebian, Seyed Hamid
Published: (2013)
Constrained Reactive Power Control (CRPC) Based Multi-Objective Optimization under Multi-Contingencies (N-m)
by: Nor Rul Hasma, Abdullah, et al.
Published: (2015)
by: Nor Rul Hasma, Abdullah, et al.
Published: (2015)
On minimizing coding operations in network coding based multicast: an evolutionary algorithm
by: Xing, Huanlai, et al.
Published: (2014)
by: Xing, Huanlai, et al.
Published: (2014)
An adaptive evolutionary multi-objective approach based on simulated annealing
by: Li, Hui, et al.
Published: (2011)
by: Li, Hui, et al.
Published: (2011)
An integrated model of supplier selection and inventory planning using fuzzy logic and multi-objective evolutionary algorithms
by: Ă–zdemir, Seda
Published: (2017)
by: Ă–zdemir, Seda
Published: (2017)
Multi-Objective Awareness Schemes for Virtual Machine
Placement in Cloud Computing using Reinforced
Evolutionary Algorithm
by: Shanmugam, Veeramani
Published: (2023)
by: Shanmugam, Veeramani
Published: (2023)
Tabu assisted guided local search approaches for freight service network design
by: Bai, Ruibin, et al.
Published: (2012)
by: Bai, Ruibin, et al.
Published: (2012)
Conflict-free automated guided vehicles routing using multi-objective genetic algorithm
by: Umar, Ali Umar, et al.
Published: (2013)
by: Umar, Ali Umar, et al.
Published: (2013)
A genetic algorithm for unconstrained multi-objective optimization
by: Long, Q., et al.
Published: (2015)
by: Long, Q., et al.
Published: (2015)
Enhanced multi-objective evolutionary mating algorithm with improved crowding distance and levy flight for optimizing comfort index and energy consumption in smart buildings
by: Muhammad Naim, Nordin, et al.
Published: (2025)
by: Muhammad Naim, Nordin, et al.
Published: (2025)
Performance evaluation metrics for multi-objective evolutionary algorithms in search-based software engineering: systematic literature review
by: Nuh, Jamal Abdullahi, et al.
Published: (2021)
by: Nuh, Jamal Abdullahi, et al.
Published: (2021)
Barnacles mating optimizer: an evolutionary algorithm for solving optimization
by: M. H., Sulaiman, et al.
Published: (2018)
by: M. H., Sulaiman, et al.
Published: (2018)
A harmony search algorithm for nurse rostering problems
by: Hadwan, Mohammed, et al.
Published: (2013)
by: Hadwan, Mohammed, et al.
Published: (2013)
Similar Items
-
Evolutionary approaches for portfolio optimization
by: Lwin, Khin Thein
Published: (2015) -
Hybrid multi-objective evolutionary algorithms based on decomposition for wireless sensor network coverage optimization
by: Xu, Ying, et al.
Published: (2018) -
Mean-VaR portfolio optimization: a nonparametric approach
by: Lwin, Khin T., et al.
Published: (2017) -
Constrained portfolio optimisation: the state-of-the-art Markowitz models
by: Jin, Yan, et al.
Published: (2016) -
Hybridising local search with Branch-and-Bound for constrained portfolio selection problems
by: He, Fang, et al.
Published: (2016)