Suchergebnisse - Multi-objective constrained portfolio optimization
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Multiple populations co-evolutionary particle swarm optimization for multi-objective cardinality constrained portfolio optimization problem
ISSN: 0925-2312, 1872-8286Veröffentlicht: Elsevier B.V 21.03.2021Veröffentlicht in Neurocomputing (Amsterdam) (21.03.2021)“… This is usually called the portfolio optimization problem (POP). When the cardinality constrained (CC …”
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A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem
ISSN: 0269-2821, 1573-7462Veröffentlicht: Dordrecht Springer Netherlands 01.12.2023Veröffentlicht in The Artificial intelligence review (01.12.2023)“… This paper proposes a new multi-objective evolutionary algorithm based on multi-population, called MP-MOEA, to handle the multi-objective constrained portfolio optimization problem (MOCPOP …”
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Utilizing dependence among variables in evolutionary algorithms for mixed-integer programming: A case study on multi-objective constrained portfolio optimization
ISSN: 2210-6502Veröffentlicht: Elsevier B.V 01.10.2021Veröffentlicht in Swarm and evolutionary computation (01.10.2021)“… This paper considers the multi-objective constrained portfolio optimization problems that can be formulated as MINLP problems …”
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A learning-guided multi-objective evolutionary algorithm for constrained portfolio optimization
ISSN: 1568-4946, 1872-9681Veröffentlicht: Elsevier B.V 01.11.2014Veröffentlicht in Applied soft computing (01.11.2014)“… [Display omitted] •A learning-guided multi-objective evolutionary algorithm for constrained portfolio optimization problem is proposed …”
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Multi-objective probabilistically constrained programs with variable risk: Models for multi-portfolio financial optimization
ISSN: 0377-2217, 1872-6860Veröffentlicht: Amsterdam Elsevier B.V 16.07.2016Veröffentlicht in European journal of operational research (16.07.2016)“… •Boolean reformulation method for multi-objective joint chance-constrained problems (MOPCP …”
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Mean-VaR portfolio optimization: A nonparametric approach
ISSN: 0377-2217, 1872-6860Veröffentlicht: Elsevier B.V 16.07.2017Veröffentlicht in European journal of operational research (16.07.2017)“… •Present a new MOEA for complex portfolio optimization.•Six real-world trading constraints are considered …”
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Fuzzy Multi-Objective Chance-Constrained Portfolio Optimization Under Uncertainty Considering Investment Return, Investment Risk, and Sustainability
ISSN: 1947-8208, 1947-8216Veröffentlicht: Hershey IGI Global 2022Veröffentlicht in International journal of knowledge and systems science (Hershey, Pa.) (2022)“… The investment return, investment risk, and sustainability have been simultaneously evaluated in this study by fuzzy multi-objective chance-constrained portfolio optimization, aligned …”
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MOEA/D with An Improved Multi-Dimensional Mapping Coding Scheme for Constrained Multi-Objective Portfolio Optimization
Veröffentlicht: IEEE 01.06.2019Veröffentlicht in 2019 IEEE Congress on Evolutionary Computation (CEC) (01.06.2019)“… in a given investment period. In this paper, an extended Markowitz's mean-variance portfolio optimization model, which is converted as a constrained multi-objective problem, is studied …”
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A Multi-Period Constrained Multi-Objective Evolutionary Algorithm with Orthogonal Learning for Solving the Complex Carbon Neutral Stock Portfolio Optimization Model
ISSN: 1009-6124, 1559-7067Veröffentlicht: Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2023Veröffentlicht in Journal of systems science and complexity (01.04.2023)“… PO is actually considered as a multi-stage multi-objective optimization problem in real investment scenarios …”
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Metaheuristic multi-objective optimization of constrained futures portfolios for effective risk management
ISSN: 2210-6502Veröffentlicht: Elsevier B.V 01.12.2014Veröffentlicht in Swarm and evolutionary computation (01.12.2014)“… In the Derivatives financial markets, Futures portfolios are perceived to be instruments of high risk, despite their flexibility of being used for portfolio protection (hedging …”
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The mean-variance cardinality constrained portfolio optimization problem using a local search-based multi-objective evolutionary algorithm
ISSN: 0924-669X, 1573-7497Veröffentlicht: New York Springer US 01.09.2017Veröffentlicht in Applied intelligence (Dordrecht, Netherlands) (01.09.2017)“… portfolio optimization problem (MVCCPO problem). We extend an algorithm which is based on a multi-objective evolutionary framework incorporating a local search schema and non-dominated sorting …”
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Multi-objective genetic algorithm based on the fuzzy MULTIMOORA method for solving the cardinality constrained portfolio optimization
ISSN: 0924-669X, 1573-7497Veröffentlicht: New York Springer US 01.06.2023Veröffentlicht in Applied intelligence (Dordrecht, Netherlands) (01.06.2023)“… ) method and the mean–variance-ranking cardinality constrained portfolio optimization (MVRCCPO), which is the extension of classical mean-variance cardinality constrained portfolio optimization model …”
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Particle Swarm Optimization (PSO) for the constrained portfolio optimization problem
ISSN: 0957-4174, 1873-6793Veröffentlicht: Elsevier Ltd 01.08.2011Veröffentlicht in Expert systems with applications (01.08.2011)“… The non-linear constrained portfolio optimization problem with multi-objective functions cannot be efficiently solved using traditionally approaches …”
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Utilizing Dependence among Variables in Evolutionary Algorithms for Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 21.01.2021Veröffentlicht in arXiv.org (21.01.2021)“… In this framework, we investigate a multi-objective constrained portfolio optimization problem, which can be cast as a classical financial problem and can also be naturally modeled as an MINLP …”
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A Learnheuristic Approach to A Constrained Multi-Objective Portfolio Optimisation Problem
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 13.04.2023Veröffentlicht in arXiv.org (13.04.2023)“… Multi-objective portfolio optimisation is a critical problem researched across various fields of study as it achieves the objective of maximising the expected return while minimising the risk …”
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The mean-variance-skewness cardinality constrained portfolio optimization problem using a customized multi-objective evolutionary algorithm
Veröffentlicht: IEEE 01.10.2019Veröffentlicht in 2019 3rd International Conference on Electronic Information Technology and Computer Engineering (EITCE) (01.10.2019)“… MVSCCPO is a mean-variance-skewness portfolio optimization problem with cardinality constraint …”
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Portfolio optimization using a credibility mean-absolute semi-deviation model
ISSN: 0957-4174, 1873-6793Veröffentlicht: Elsevier Ltd 15.11.2015Veröffentlicht in Expert systems with applications (15.11.2015)“… We introduce a cardinality constrained multi-objective optimization problem for generating efficient portfolios within a fuzzy mean-absolute deviation framework …”
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A Class of Chance Constrained Multi-objective Portfolio Selection Model Under Fuzzy Random Environment
ISSN: 0022-3239, 1573-2878Veröffentlicht: Boston Springer US 01.09.2011Veröffentlicht in Journal of optimization theory and applications (01.09.2011)“… This paper deals with a class of chance constrained portfolio selection problems in the fuzzy random decision making system …”
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An improved multi-objective particle swarm optimization for constrained portfolio selection model
ISSN: 2161-1890Veröffentlicht: IEEE 01.06.2014Veröffentlicht in Proceedings of ICSSSM (Print) (01.06.2014)“… This paper addresses the constrained multi-objective portfolio election model for investors by studying three criteria …”
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Equity portfolio management with cardinality constraints and risk parity control using multi-objective particle swarm optimization
ISSN: 0305-0548, 1873-765X, 0305-0548Veröffentlicht: New York Elsevier Ltd 01.09.2019Veröffentlicht in Computers & operations research (01.09.2019)“… •Variant of the multi-objective particle swarm optimization algorithm.•Hybrid constraint-handling technique based on the constrained Pareto dominance and a repair mechanism …”
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