Keyword

local optima avoidance

Description: Optimization strategies designed to prevent search algorithms from becoming trapped at inferior local optima instead of finding better solutions.

Primary topic: Metaheuristic Optimization Algorithms Research (39%)

OpenAlex ID: keywords/local-optima-avoidance

SCA: A Sine Cosine Algorithm for solving optimization problems

2016 · Seyedali Mirjalili · Knowledge-Based Systems · 5,713

Handbook of Metaheuristics

2003 · Fred Glover, Gary A. Kochenberger · International series in management science/operations research/International series in operations research & management science · 3,455

Distance Metric Learning with Application to Clustering with Side-Information

2002 · Eric P. Xing, Michael I. Jordan, et al. · 2,700

Equilibrium optimizer: A novel optimization algorithm

2019 · Afshin Faramarzi, Mohammad Heidarinejad, et al. · Knowledge-Based Systems · 2,340

Adaptive Particle Swarm Optimization

2009 · Zhi-Hui Zhan, Jun Zhang, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2,102

Recent approaches to global optimization problems through Particle Swarm Optimization

2002 · K.E. Parsopoulos, M.N. Vrahatis · Natural Computing · 1,406

Chimp optimization algorithm

2020 · M. Khishe, M.R. Mosavi · Expert Systems with Applications · 1,238

The Bees Algorithm — A Novel Tool for Complex Optimisation Problems

2006 · D.T. Pham, A. Ghanbarzadeh, et al. · Elsevier eBooks · 1,172

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

2019 · Ameya D. Jagtap, Kenji Kawaguchi, et al. · Journal of Computational Physics · 1,132

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

2021 · Iman Ahmadianfar, Ali Asghar Heidari, et al. · Expert Systems with Applications · 1,119

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S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

2012 · Seyedali Mirjalili, Andrew Lewis · Swarm and Evolutionary Computation · 1,102

HAMMER: hierarchical attribute matching mechanism for elastic registration

2002 · Dinggang Shen, C. Davatzikos · IEEE Transactions on Medical Imaging · 1,086

Henry gas solubility optimization: A novel physics-based algorithm

2019 · Fatma A. Hashim, Essam H. Houssein, et al. · Future Generation Computer Systems · 1,064

Genetic Algorithms for Least-Cost Design of Water Distribution Networks

1997 · Dragan A. Savic, Godfrey A. Walters · Journal of Water Resources Planning and Management · 969

Triangulation

1997 · Richard I. Hartley, Peter Sturm · Computer Vision and Image Understanding · 962

Gradient-based optimizer: A new metaheuristic optimization algorithm

2020 · Iman Ahmadianfar, Omid Bozorg-Haddad, et al. · Information Sciences · 908

Dynamically dimensioned search algorithm for computationally efficient watershed model calibration

2007 · Bryan A. Tolson, Christine A. Shoemaker · Water Resources Research · 897

An optimizing BP neural network algorithm based on genetic algorithm

2011 · Shifei Ding, Chunyang Su, et al. · Artificial Intelligence Review · 802

Co-evolving parasites improve simulated evolution as an optimization procedure

1990 · W.Daniel Hillis · Physica D Nonlinear Phenomena · 780

Evolving Deep Convolutional Neural Networks for Image Classification

2019 · Yanan Sun, Bing Xue, et al. · IEEE Transactions on Evolutionary Computation · 779

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CHOMP: Covariant Hamiltonian optimization for motion planning

2013 · Matt Zucker, Nathan Ratliff, et al. · The International Journal of Robotics Research · 762

Optimizing connection weights in neural networks using the whale optimization algorithm

2016 · Ibrahim Aljarah, Hossam Faris, et al. · Soft Computing · 757

Genetic algorithms and neural networks: optimizing connections and connectivity

1990 · D Whitley, T Starkweather, et al. · Parallel Computing · 749

White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems

2022 · Malik Braik, Abdelaziz Hammouri, et al. · Knowledge-Based Systems · 748

Quantum annealing: A new method for minimizing multidimensional functions

1994 · A.B. Finnila, M.A. Gomez, et al. · Chemical Physics Letters · 696

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Works count: 27,370

Citation count: 366,300