Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework

Rahnamay Naeini, Matin; Yang, Tiantian; Sadegh, Mojtaba; AghaKouchak, Amir; Hsu, Kuo-lin; Sorooshian, Soroosh; Duan, Qingyun; Lei, Xiaohui

doi:10.1016/j.envsoft.2018.03.019

Title: Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework

Authors:

Rahnamay Naeini, Matin; Yang, Tiantian;

;

; Hsu, Kuo-lin; Sorooshian, Soroosh;

; Lei, Xiaohui

Publication Date:: Fri Jun 01 00:00:00 EDT 2018

Sponsoring Org.:: USDOE

OSTI Identifier:: 1548520

Grant/Contract Number:: IA0000018

Resource Type:: Publisher's Accepted Manuscript

Journal Name:: Environmental Modelling and Software

Additional Journal Information:: Journal Name: Environmental Modelling and Software Journal Volume: 104 Journal Issue: C; Journal ID: ISSN 1364-8152

Publisher:: Elsevier

Country of Publication:: United Kingdom

Language:: English

Citation Formats


                    Rahnamay Naeini, Matin, Yang, Tiantian, Sadegh, Mojtaba, AghaKouchak, Amir, Hsu, Kuo-lin, Sorooshian, Soroosh, Duan, Qingyun, and Lei, Xiaohui. Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework.  United Kingdom: N. p., 2018. 
Web.  doi:10.1016/j.envsoft.2018.03.019.

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                    Rahnamay Naeini, Matin, Yang, Tiantian, Sadegh, Mojtaba, AghaKouchak, Amir, Hsu, Kuo-lin, Sorooshian, Soroosh, Duan, Qingyun, & Lei, Xiaohui. Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework.  United Kingdom.  https://doi.org/10.1016/j.envsoft.2018.03.019

Copy to clipboard


                    Rahnamay Naeini, Matin, Yang, Tiantian, Sadegh, Mojtaba, AghaKouchak, Amir, Hsu, Kuo-lin, Sorooshian, Soroosh, Duan, Qingyun, and Lei, Xiaohui. Fri .  
"Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework".  United Kingdom.  https://doi.org/10.1016/j.envsoft.2018.03.019.

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@article{osti_1548520,

  title        = {Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework},

  author       = {Rahnamay Naeini, Matin and Yang, Tiantian and Sadegh, Mojtaba and AghaKouchak, Amir and Hsu, Kuo-lin and Sorooshian, Soroosh and Duan, Qingyun and Lei, Xiaohui},

  abstractNote = {},

  doi          = {10.1016/j.envsoft.2018.03.019},

  journal      = {Environmental Modelling and Software},

  number       = C,

  volume       = 104,

  place        = {United Kingdom},

  year         = {Fri Jun 01 00:00:00 EDT 2018},

  month        = {Fri Jun 01 00:00:00 EDT 2018}

}

Copy to clipboard

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https://doi.org/10.1016/j.envsoft.2018.03.019

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Title: Shuffled Complex-Self Adaptive Hybrid EvoLution (SC-SAHEL) optimization framework

Citation Formats

Shuffled frog-leaping algorithm: a memetic meta-heuristic for discrete optimization journal, March 2006

A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters: EFFICIENT METHOD FOR ESTIMATING PARAMETER UNCERTAINTY journal, August 2003

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Optimal use of the SCE-UA global optimization method for calibrating watershed models journal, June 1994

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Toward improved calibration of hydrologic models: Combining the strengths of manual and automatic methods journal, December 2000

Estimation of beech pyrolysis kinetic parameters by Shuffled Complex Evolution journal, January 2016

Bayesian Estimation of Uncertainty in Runoff Prediction and the Value of Data: An Application of the GLUE Approach journal, July 1996

Comparison of genetic algorithms and shuffled complex evolution approach for calibrating distributed rainfall-runoff model journal, April 2010

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework journal, May 2013

A new optimization method: Dolphin echolocation journal, May 2013

Approximate Bayesian Computation using Markov Chain Monte Carlo simulation: DREAM (ABC) journal, August 2014

Improving the shuffled complex evolution scheme for optimization of complex nonlinear hydrological systems: Application to the calibration of the Sacramento soil-moisture accounting model: IMPROVING THE SHUFFLED COMPLEX journal, September 2010

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A novel heuristic optimization method: charged system search journal, January 2010

Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives journal, February 2003

Many objective visual analytics: rethinking the design of complex engineered systems journal, February 2013

Comparison of short-term rainfall prediction models for real-time flood forecasting journal, December 2000

A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice journal, September 2005

Multi-objective global optimization for hydrologic models journal, January 1998

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Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville–Thermalito complex journal, July 2015

Practical observations on the use of Shuffled Complex Evolution (SCE) algorithm for kinetic parameters estimation in pyrolysis modeling journal, February 2016

State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management journal, July 2010

Effective and efficient algorithm for multiobjective optimization of hydrologic models: MULTIOBJECTIVE OPTIMIZATION OF HYDROLOGIC MODELS journal, August 2003

Global optimization algorithms for a CAD workstation journal, October 1987

Calibration of rainfall-runoff models: Application of global optimization to the Sacramento Soil Moisture Accounting Model journal, April 1993

Calibration of a semi-distributed hydrologic model for streamflow estimation along a river system journal, October 2004

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces journal, January 1997

Shuffled complex evolution approach for effective and efficient global minimization journal, March 1993

Using support vector machines for long-term discharge prediction journal, August 2006

Automatic calibration of a conceptual rainfall–runoff model using multiple objectives journal, August 2000

No free lunch theorems for optimization journal, April 1997

Stochastic global optimization methods part I: Clustering methods journal, September 1987

Evolutionary multiobjective optimization in water resources: The past, present, and future journal, January 2013

Grey Wolf Optimizer journal, March 2014

Automatic calibration of a distributed catchment model journal, September 2001

A Simplex Method for Function Minimization journal, January 1965

A new optimization method: Big Bang–Big Crunch journal, February 2006

Optimization of Water Distribution Network Design Using the Shuffled Frog Leaping Algorithm journal, May 2003

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions journal, December 2014

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization journal, April 2016

Optimization by Simulated Annealing journal, May 1983

Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces journal, April 2009

Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data journal, June 1996

Effective and efficient global optimization for conceptual rainfall-runoff models journal, April 1992

GSA: A Gravitational Search Algorithm journal, June 2009

Shuffled frog-leaping algorithm: a memetic meta-heuristic for discrete optimization
journal, March 2006

A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters: EFFICIENT METHOD FOR ESTIMATING PARAMETER UNCERTAINTY
journal, August 2003

Automatic Calibration of Conceptual Rainfall-Runoff Models: Optimization Algorithms, Catchment Conditions, and Model Structure
journal, December 1996

Exploration and exploitation in evolutionary algorithms: A survey
journal, June 2013

Improved evolutionary optimization from genetically adaptive multimethod search
journal, January 2007

An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis
journal, December 2017

Optimal use of the SCE-UA global optimization method for calibrating watershed models
journal, June 1994

Deriving adaptive operating rules of hydropower reservoirs using time-varying parameters generated by the EnKF: DERIVING ADAPTIVE OPERATING RULES
journal, August 2017

Metaheuristics in combinatorial optimization: Overview and conceptual comparison
journal, September 2003

Toward improved calibration of hydrologic models: Combining the strengths of manual and automatic methods
journal, December 2000

Estimation of beech pyrolysis kinetic parameters by Shuffled Complex Evolution
journal, January 2016

Bayesian Estimation of Uncertainty in Runoff Prediction and the Value of Data: An Application of the GLUE Approach
journal, July 1996

Comparison of genetic algorithms and shuffled complex evolution approach for calibrating distributed rainfall-runoff model
journal, April 2010

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework
journal, May 2013

A new optimization method: Dolphin echolocation
journal, May 2013

Approximate Bayesian Computation using Markov Chain Monte Carlo simulation: DREAM _(ABC)
journal, August 2014

Improving the shuffled complex evolution scheme for optimization of complex nonlinear hydrological systems: Application to the calibration of the Sacramento soil-moisture accounting model: IMPROVING THE SHUFFLED COMPLEX
journal, September 2010

Ant system: optimization by a colony of cooperating agents
journal, January 1996

A survey on optimization metaheuristics
journal, July 2013

A new evolutionary search strategy for global optimization of high-dimensional problems
journal, November 2011

A novel heuristic optimization method: charged system search
journal, January 2010

Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives
journal, February 2003

Many objective visual analytics: rethinking the design of complex engineered systems
journal, February 2013

Comparison of short-term rainfall prediction models for real-time flood forecasting
journal, December 2000

A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice
journal, September 2005

Multi-objective global optimization for hydrologic models
journal, January 1998

Multivariate Copula Analysis Toolbox (MvCAT): Describing dependence and underlying uncertainty using a Bayesian framework: MvCAT
journal, June 2017

Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville–Thermalito complex
journal, July 2015

Practical observations on the use of Shuffled Complex Evolution (SCE) algorithm for kinetic parameters estimation in pyrolysis modeling
journal, February 2016

State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management
journal, July 2010

Effective and efficient algorithm for multiobjective optimization of hydrologic models: MULTIOBJECTIVE OPTIMIZATION OF HYDROLOGIC MODELS
journal, August 2003

Global optimization algorithms for a CAD workstation
journal, October 1987

Calibration of rainfall-runoff models: Application of global optimization to the Sacramento Soil Moisture Accounting Model
journal, April 1993

Calibration of a semi-distributed hydrologic model for streamflow estimation along a river system
journal, October 2004

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces
journal, January 1997

Shuffled complex evolution approach for effective and efficient global minimization
journal, March 1993

Using support vector machines for long-term discharge prediction
journal, August 2006

Automatic calibration of a conceptual rainfall–runoff model using multiple objectives
journal, August 2000

No free lunch theorems for optimization
journal, April 1997

Stochastic global optimization methods part I: Clustering methods
journal, September 1987

Evolutionary multiobjective optimization in water resources: The past, present, and future
journal, January 2013

Grey Wolf Optimizer
journal, March 2014

Automatic calibration of a distributed catchment model
journal, September 2001

A Simplex Method for Function Minimization
journal, January 1965

A new optimization method: Big Bang–Big Crunch
journal, February 2006

Optimization of Water Distribution Network Design Using the Shuffled Frog Leaping Algorithm
journal, May 2003

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions
journal, December 2014

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization
journal, April 2016

Optimization by Simulated Annealing
journal, May 1983

Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces
journal, April 2009

Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data
journal, June 1996

Effective and efficient global optimization for conceptual rainfall-runoff models
journal, April 1992

GSA: A Gravitational Search Algorithm
journal, June 2009