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Using genetic algorithm to support portfolio optimization for index fund management
16 references·16 citing·30 second hopsampled
Using genetic algorithm to support portfolio optimization for index fund management (2004)Using genetic algorithm to support portfo…A model for portfolio selection with order of expected returns (2000)A model for portfolio selecti…Survivor Bias and Mutual Fund Performance (1996)Survivor Bias and Mutual Fund…Another Puzzle: The Growth in Actively Managed Mutual Funds (1996)Another Puzzle: The Growth in…Returns from Investing in Equity Mutual Funds 1971 to 1991 (1995)Returns from Investing in Equ…A Mean/Variance Analysis of Tracking Error (1992)A Mean/Variance Analysis of T…Mean-Absolute Deviation Portfolio Optimization Model and Its Applications to Tokyo Stock Market (1991)Mean-Absolute Deviation Portf…Continuous-Time Finance. (1991)Continuous-Time Finance.OPTIMAL INVESTMENT AND CONSUMPTION STRATEGIES UNDER RISK FOR A CLASS OF UTILITY FUNCTIONS11This paper was presented at the winter meeting of the Econometric Society, San Francisco, California, December, 1966. (1975)OPTIMAL INVESTMENT AND CONSUM…Multiperiod Consumption-Investment Decisions (1975)Multiperiod Consumption-Inves…A Linear Programming Approximation for the General Portfolio Analysis Problem (1971)A Linear Programming Approxim…Optimal Investment and Consumption Strategies Under Risk for a Class of Utility Functions (1970)Optimal Investment and Consum…THE PERFORMANCE OF MUTUAL FUNDS IN THE PERIOD 1945–1964 (1968)THE PERFORMANCE OF MUTUAL FUN…Optimal Multiperiod Portfolio Policies (1968)Optimal Multiperiod Portfolio…Mutual Fund Performance (1966)Mutual Fund PerformancePortfolio Selection: Efficient Diversification of Investments (1959)Portfolio Selection: Efficien…PORTFOLIO SELECTION* (1952)PORTFOLIO SELECTION*Enhancing portfolio management using artificial intelligence: literature review (2024)Enhancing portfolio managemen…A brief review of portfolio optimization techniques (2022)A brief review of portfolio o…Using Genetic Algorithms for Real Estate Appraisals (2017)Using Genetic Algorithms for …Using genetic algorithm to support clustering-based portfolio optimization by investor information (2017)Using genetic algorithm to su…Sparse Portfolios for High-Dimensional Financial Index Tracking (2017)Sparse Portfolios for High-Di…Index tracking with controlled number of assets using a hybrid heuristic combining genetic algorithm and non-linear programming (2016)Index tracking with controlle…A Signal Processing Perspective on Financial Engineering (2016)A Signal Processing Perspecti…An Integrated Framework for Risk Response Planning Under Resource Constraints in Large Engineering Projects (2013)An Integrated Framework for R…Using ridge regression with genetic algorithm to enhance real estate appraisal forecasting (2012)Using ridge regression with g…A Possibilistic Mean-Downside Risk-Skewness Model for Efficient Portfolio Selection (2012)A Possibilistic Mean-Downside…CAST: Using neural networks to improve trading systems based on technical analysis by means of the RSI financial indicator (2011)CAST: Using neural networks t…Product-form design model based on genetic algorithms (2010)Product-form design model bas…A genetic network programming with learning approach for enhanced stock trading model (2009)A genetic network programming…Stochastic vendor selection problem: chance-constrained model and genetic algorithms (2008)Stochastic vendor selection p…Portfolio optimization of equity mutual funds with fuzzy return rates and risks (2008)Portfolio optimization of equ…Constructing investment strategy portfolios by combination genetic algorithms (2008)Constructing investment strat…CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Modern Portfolio Theory and Investment Analysis. (1982)From stochastic dominance to mean-risk models: Semideviations as risk measures (1999)Heuristics for cardinality constrained portfolio optimisation (2000)Portfolio optimization with conditional value-at-risk objective and constraints (2001)The Cross-Section of Expected Stock Returns (1992)Common risk factors in the returns on stocks and bonds (1993)On Persistence in Mutual Fund Performance (1997)Mutual Fund Performance: An Empirical Decomposition into Stock‐Picking Talent, Style, Transactions Costs, and Expenses (2000)Mutual Fund Flows and Performance in Rational Markets (2004)Luck versus Skill in the Cross‐Section of Mutual Fund Returns (2010)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Risk, Return, and Equilibrium: Empirical Tests (1973)Measuring Fund Strategy and Performance in Changing Economic Conditions (1996)Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization (2004)The Behavior of Stock-Market Prices (1965)The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)Noise Trader Risk in Financial Markets (1990)Efficient Capital Markets: II (1991)Universal Portfolios (1991)Aspects of Rational Insurance Purchasing (1992)Optimal consumption and portfolio policies when asset prices follow a diffusion process (1989)Backward Stochastic Differential Equations in Finance (1997)An Engine, Not a Camera (2006)On Portfolio Optimization: Forecasting Covariances and Choosing the Risk Model (1999)An evolutionary heuristic for the index tracking problem (2003)The Gambler's and Hot-Hand Fallacies: Theory and Applications (2009)Conditional value-at-risk for general loss distributions (2002)Optimal Versus Naive Diversification: How Inefficient is the 1/ N Portfolio Strategy? (2007)The relationship between corporate social responsibility and shareholder value: an empirical test of the risk management hypothesis (2008)
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References

  • 1952PORTFOLIO SELECTION*13,480 cited
  • 1959Portfolio Selection: Efficient Diversification of Investments5,535 cited
  • 1968THE PERFORMANCE OF MUTUAL FUNDS IN THE PERIOD 1945–19644,330 cited
  • 1966Mutual Fund Performance3,932 cited
  • 1996Another Puzzle: The Growth in Actively Managed Mutual Funds2,093 cited
  • 1991Continuous-Time Finance.1,788 cited
  • 1995Returns from Investing in Equity Mutual Funds 1971 to 19911,745 cited
  • 1991Mean-Absolute Deviation Portfolio Optimization Model and Its Applications to Tokyo Stock Market1,516 cited
  • 1968Optimal Multiperiod Portfolio Policies779 cited
  • 1992A Mean/Variance Analysis of Tracking Error747 cited
  • 1996Survivor Bias and Mutual Fund Performance599 cited
  • 1975Multiperiod Consumption-Investment Decisions448 cited
  • 1970Optimal Investment and Consumption Strategies Under Risk for a Class of Utility Functions347 cited
  • 1975OPTIMAL INVESTMENT AND CONSUMPTION STRATEGIES UNDER RISK FOR A CLASS OF UTILITY FUNCTIONS11This paper was presented at the winter meeting of the Econometric Society, San Francisco, California, December, 1966.347 cited
  • 1971A Linear Programming Approximation for the General Portfolio Analysis Problem

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219 cited
  • 2000A model for portfolio selection with order of expected returns187 cited
  • Cited by

    • 2022A brief review of portfolio optimization techniques145 cited
    • 2010Product-form design model based on genetic algorithms135 cited
    • 2011CAST: Using neural networks to improve trading systems based on technical analysis by means of the RSI financial indicator100 cited
    • 2012Using ridge regression with genetic algorithm to enhance real estate appraisal forecasting97 cited
    • 2008Portfolio optimization of equity mutual funds with fuzzy return rates and risks90 cited
    • 2017Sparse Portfolios for High-Dimensional Financial Index Tracking89 cited
    • 2013An Integrated Framework for Risk Response Planning Under Resource Constraints in Large Engineering Projects87 cited
    • 2012A Possibilistic Mean-Downside Risk-Skewness Model for Efficient Portfolio Selection70 cited
    • 2017Using genetic algorithm to support clustering-based portfolio optimization by investor information70 cited
    • 2017Using Genetic Algorithms for Real Estate Appraisals70 cited
    • 2016A Signal Processing Perspective on Financial Engineering59 cited
    • 2009A genetic network programming with learning approach for enhanced stock trading model57 cited
    • 2008Constructing investment strategy portfolios by combination genetic algorithms55 cited
    • 2024Enhancing portfolio management using artificial intelligence: literature review54 cited
    • 2016Index tracking with controlled number of assets using a hybrid heuristic combining genetic algorithm and non-linear programming49 cited
    • 2008Stochastic vendor selection problem: chance-constrained model and genetic algorithms48 cited