4.6 Article

A Surrogate Assisted Quantum-Behaved Algorithm for Well Placement Optimization

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis

Yanan Zhang et al.

Summary: Bankruptcy prediction is crucial for accurate decision making in financial fields. This paper introduces a novel bankruptcy prediction model based on KELM, utilizing an upgraded version of FOA algorithm called LSEOFOA to enhance performance. Experimental results show that LSEOFOA provides a self-assured tradeoff between exploration and exploitation, outperforming other optimization methods.

NEUROCOMPUTING (2021)

Article Computer Science, Artificial Intelligence

Advances in Sine Cosine Algorithm: A comprehensive survey

Laith Abualigah et al.

Summary: The Sine Cosine Algorithm (SCA) is a population-based optimization algorithm introduced by Mirjalili in 2016, inspired by the trigonometric sine and cosine functions. This paper surveys SCA variants and applications in the literature, and presents results of computational experiments to validate the performance of SCA compared to similar algorithms.

ARTIFICIAL INTELLIGENCE REVIEW (2021)

Article Computer Science, Artificial Intelligence

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

Jiaze Tu et al.

Summary: The study introduces an enhanced WOA method, EWOA, which combines a new communication mechanism and partial utilization of the BBO algorithm to improve the exploration ability, exploitation ability, and convergence speed of the algorithm.

KNOWLEDGE-BASED SYSTEMS (2021)

Article Energy & Fuels

A Modified Niching Crow Search Approach to Well Placement Optimization

Jahedul Islam et al.

Summary: The study introduces a modified crow search algorithm that demonstrates higher convergence rate and better solutions for the well placement optimization problem. The niching crow search algorithm is found to be the most efficient and effective compared to particle swarm optimization, the Gravitational Search Algorithm, and the Crow search algorithm.

ENERGIES (2021)

Article Computer Science, Artificial Intelligence

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

Weifeng Shan et al.

Summary: WEMFO algorithm enhances the search capability by adaptively adjusting the search strategy at different stages, making it more flexible between global search (diversification) and local search (intensification). Experimental results show apparent benefits in terms of convergence speed and solution accuracy, with good performance in engineering problems.

KNOWLEDGE-BASED SYSTEMS (2021)

Article Computer Science, Interdisciplinary Applications

Aquila Optimizer: A novel meta-heuristic optimization algorithm

Laith Abualigah et al.

Summary: This paper introduces a novel population-based optimization method, AO, inspired by the behaviors of eagles during hunting. Through a series of experiments, the superior performance of AO in finding optimal solutions for various problems is demonstrated and compared with other meta-heuristic methods.

COMPUTERS & INDUSTRIAL ENGINEERING (2021)

Article Computer Science, Artificial Intelligence

Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis

Mingjing Wang et al.

APPLIED SOFT COMPUTING (2020)

Review Computer Science, Interdisciplinary Applications

A holistic review on artificial intelligence techniques for well placement optimization problem

Jahedul Islam et al.

ADVANCES IN ENGINEERING SOFTWARE (2020)

Article Chemistry, Multidisciplinary

Quantum-Based Analytical Techniques on the Tackling of Well Placement Optimization

Jahedul Islam et al.

APPLIED SCIENCES-BASEL (2020)

Review Computer Science, Information Systems

A Review of Quantum-Inspired Metaheuristics: Going From Classical Computers to Real Quantum Computers

Oscar H. Montiel Ross

IEEE ACCESS (2020)

Article Computer Science, Artificial Intelligence

Ensemble strategies for population-based optimization algorithms - A survey

Guohua Wu et al.

SWARM AND EVOLUTIONARY COMPUTATION (2019)

Review Energy & Fuels

Critical evaluation of infill well placement and optimization of well spacing using the particle swarm algorithm

Evans Annan Boah et al.

JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY (2019)

Article Energy & Fuels

Well-placement optimisation using sequential artificial neural networks

Ilsik Jang et al.

ENERGY EXPLORATION & EXPLOITATION (2018)

Article Engineering, Aerospace

Sparse grid-based polynomial chaos expansion for aerodynamics of an airfoil with uncertainties

Xiaojing Wu et al.

CHINESE JOURNAL OF AERONAUTICS (2018)

Article Computer Science, Interdisciplinary Applications

A meta-optimized hybrid global and local algorithm for well placement optimization

Hongwei Chen et al.

COMPUTERS & CHEMICAL ENGINEERING (2018)

Article Energy & Fuels

Determination of vertical/horizontal well type from generalized field development optimization

Rizwan A. Khan et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2018)

Article Energy & Fuels

A comparative evaluation of global search algorithms in black box optimization of oil production: A case study on Brugge field

Toomaj Foroud et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2018)

Review Energy & Fuels

A review of approaches to uncertainty assessment in energy system optimization models

Xiufeng Yue et al.

ENERGY STRATEGY REVIEWS (2018)

Article Energy & Fuels

Well placement optimization for offshore oilfield based on Theil index and differential evolution algorithm

Hongwei Chen et al.

JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY (2018)

Article Energy & Fuels

Well placement optimization using metaheuristic bat algorithm

Meysam Naderi et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2017)

Article Energy & Fuels

An efficient geometry-based optimization approach for well placement in oil fields

Zachary Hamida et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2017)

Article Energy & Fuels

Application of DOE and metaheuristic bat algorithm for well placement and individual well controls optimization

Meysam Naderi et al.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2017)

Article Energy & Fuels

Smart Well Pattern Optimization Using Gradient Algorithm

Liming Zhang et al.

JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME (2016)

Article Computer Science, Interdisciplinary Applications

A multilevel coordinate search algorithm for well placement, control and joint optimization

Xiang Wang et al.

COMPUTERS & CHEMICAL ENGINEERING (2016)

Article Computer Science, Information Systems

Differential evolution with multi-population based ensemble of mutation strategies

Guohua Wu et al.

INFORMATION SCIENCES (2016)

Article Energy & Fuels

Efficient Particle Swarm Optimization of Well Placement to Enhance Oil Recovery Using a Novel Streamline-Based Objective Function

Majid Siavashi et al.

JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME (2016)

Article Energy & Fuels

Well placement optimization using imperialist competitive algorithm

Mohammad A. Al Dossary et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2016)

Article Energy & Fuels

Well control optimization considering formation damage caused by suspended particles in injected water

Qihong Feng et al.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2016)

Article Mathematical & Computational Biology

A Novel Quantum-Behaved Bat Algorithm with Mean Best Position Directed for Numerical Optimization

Binglian Zhu et al.

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2016)

Article Computer Science, Interdisciplinary Applications

Derivative-free methods applied to daily production optimization of gas-lifted oil fields

Caio Merlini Giuliani et al.

COMPUTERS & CHEMICAL ENGINEERING (2015)

Article Computer Science, Interdisciplinary Applications

Simultaneous and sequential approaches to joint optimization of well placement and control

Thomas D. Humphries et al.

COMPUTATIONAL GEOSCIENCES (2014)

Article Computer Science, Interdisciplinary Applications

A derivative-free methodology with local and global search for the constrained joint optimization of well locations and controls

Obiajulu J. Isebor et al.

COMPUTATIONAL GEOSCIENCES (2014)

Article Engineering, Petroleum

Generalized Field-Development Optimization With Derivative-Free Procedures

Obiajulu J. Isebor et al.

SPE JOURNAL (2014)

Article Computer Science, Interdisciplinary Applications

Hybrid differential evolution and particle swarm optimization for optimal well placement

E. Nwankwor et al.

COMPUTATIONAL GEOSCIENCES (2013)

Article Energy & Fuels

Well-placement optimization using a derivative-free method

Fahim Forouzanfar et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2013)

Article Energy & Fuels

Well placement optimization under time-dependent uncertainty using an ensemble Kalman filter and a genetic algorithm

John Lyons et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2013)

Article Geosciences, Multidisciplinary

Changes in reservoir heterogeneity and quality as a response to high partial pressures of CO2 in a gas reservoir, New Zealand

Karen E. Higgs et al.

MARINE AND PETROLEUM GEOLOGY (2013)

Article Computer Science, Artificial Intelligence

A comprehensive review of firefly algorithms

Iztok Fister et al.

SWARM AND EVOLUTIONARY COMPUTATION (2013)

Article Computer Science, Interdisciplinary Applications

Well placement optimization with the covariance matrix adaptation evolution strategy and meta-models

Zyed Bouzarkouna et al.

COMPUTATIONAL GEOSCIENCES (2012)

Article Computer Science, Interdisciplinary Applications

A variable-control well placement optimization for improved reservoir development

Lianlin Li et al.

COMPUTATIONAL GEOSCIENCES (2012)

Article Computer Science, Artificial Intelligence

Differential evolution algorithm with ensemble of parameters and mutation strategies

R. Mallipeddi et al.

APPLIED SOFT COMPUTING (2011)

Article Computer Science, Interdisciplinary Applications

Application of a particle swarm optimization algorithm for determining optimum well location and type

Jerome E. Onwunalu et al.

COMPUTATIONAL GEOSCIENCES (2010)

Article Computer Science, Information Systems

Ensemble strategies with adaptive evolutionary programming

R. Mallipeddi et al.

INFORMATION SCIENCES (2010)

Article Computer Science, Information Systems

GSA: A Gravitational Search Algorithm

Esmat Rashedi et al.

INFORMATION SCIENCES (2009)

Article Computer Science, Interdisciplinary Applications

On optimization algorithms for the reservoir oil well placement problem

W. Bangerth et al.

COMPUTATIONAL GEOSCIENCES (2006)