Keyword

multimodal optimization

Description: The optimization of functions or problems with multiple local optima, using methods designed to find several distinct solutions.

Primary topic: Metaheuristic Optimization Algorithms Research (70%)

OpenAlex ID: keywords/multimodal-optimization

SGDR: Stochastic Gradient Descent with Warm Restarts

2016 · Loshchilov, Ilya, Hutter, Frank · arXiv (Cornell University) · 5,306

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Firefly Algorithms for Multimodal Optimization

2009 · Xin-She Yang · Lecture notes in computer science · 4,291

Comprehensive learning particle swarm optimizer for global optimization of multimodal functions

2006 · J.J. Liang, A.K. Qin, et al. · IEEE Transactions on Evolutionary Computation · 3,747

The Ant Lion Optimizer

2015 · Seyedali Mirjalili · Advances in Engineering Software · 3,285

Adaptive probabilities of crossover and mutation in genetic algorithms

1994 · M. Srinivas, L.M. Patnaik · IEEE Transactions on Systems Man and Cybernetics · 2,517

Multiobjective evolutionary algorithms: A survey of the state of the art

2011 · Aimin Zhou, Bo-Yang Qu, et al. · Swarm and Evolutionary Computation · 2,257

Learning and optimization using the clonal selection principle

2002 · L.N. de Castro, F.J. Von Zuben · IEEE Transactions on Evolutionary Computation · 2,241

Genetic Algorithms for Multi-objective Optimization: Formulation, Discussion, and Generalization

1993 · Carlos M. Fonseca, P.J. Fleming · 2,054

Genetic algorithms with sharing for multimodal function optimization

1987 · David E. Goldberg, Jon T. Richardson · international conference on Genetic algorithms · 1,929

Butterfly optimization algorithm: a novel approach for global optimization

2018 · Sankalap Arora, Satvir Singh · Soft Computing · 1,725

Recent advances in differential evolution – An updated survey

2016 · Swagatam Das, Sankha Subhra Mullick, et al. · Swarm and Evolutionary Computation · 1,596

Surrogate-assisted evolutionary computation: Recent advances and future challenges

2011 · Yaochu Jin · Swarm and Evolutionary Computation · 1,524

A review on simulation-based optimization methods applied to building performance analysis

2013 · Anh-Tuan Nguyen, Sigrid Reiter, et al. · Applied Energy · 1,372

An introduction to genetic algorithms

1999 · Kalyanmoy Deb · Sadhana · 1,184

On the usage of differential evolution for function optimization

2002 · R. Storn · Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) · 1,095

Electromagnetic Optimization by Genetic Algorithms

1999 · Yahya Rahmat‐Samii, Eric Michielssen · Microwave journal · 1,024

Backtracking Search Optimization Algorithm for numerical optimization problems

2013 · Pinar Civicioglu · Applied Mathematics and Computation · 1,020

Niching methods for genetic algorithms

1996 · Samir W. Mahfoud · 913

Beluga whale optimization: A novel nature-inspired metaheuristic algorithm

2022 · Changting Zhong, Gang Li, et al. · Knowledge-Based Systems · 908

Pelican Optimization Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications

2022 · Pavel Trojovský, Mohammad Dehghani · Sensors · 900

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Parameter Estimation in Biochemical Pathways: A Comparison of Global Optimization Methods

2003 · Carmen G. Moles, Pedro Mendes, et al. · Genome Research · 858

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Micro-Genetic Algorithms For Stationary And Non-Stationary Function Optimization

1990 · Kalmanje Krishnakumar · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 800

Minimizing the real functions of the ICEC'96 contest by differential evolution

2002 · R. Storn, K. Price · IEEE International Conference on Evolutionary Computation (ICEC) · 783

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

2011 · Xiaodong Li, Xin Yao · IEEE Transactions on Evolutionary Computation · 745

Hippopotamus optimization algorithm: a novel nature-inspired optimization algorithm

2024 · Mohammad Hussein Amiri, Nastaran Mehrabi Hashjin, et al. · Scientific Reports · 726

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Works count: 5,637

Citation count: 141,800