Keyword

global optimization

Description: A branch of mathematical optimization concerned with finding the best solution over an entire feasible domain, rather than a local optimum.

Primary topic: Metaheuristic Optimization Algorithms Research (30%)

Wikidata ID: wiki/Q5570875

OpenAlex ID: keywords/global-optimization

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

1997 · Rainer Storn, Kenneth Price · Journal of Global Optimization · 29,493

A Global Geometric Framework for Nonlinear Dimensionality Reduction

2000 · Joshua B. Tenenbaum, Vin de Silva, et al. · Science · 13,585

Efficient Global Optimization of Expensive Black-Box Functions

1998 · Donald R. Jones, Matthias Schonlau, et al. · Journal of Global Optimization · 8,047

Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions

1998 · Jeffrey C. Lagarias, James A. Reeds, et al. · SIAM Journal on Optimization · 7,449

A global optimisation method for robust affine registration of brain images

2001 · Mark Jenkinson, Stephen Smith · Medical Image Analysis · 6,883

Differential Evolution: A Practical Approach to Global Optimization

2014 · Kenneth V. Price, Rainer Storn, et al. · 5,724

SCA: A Sine Cosine Algorithm for solving optimization problems

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

Curriculum learning

2009 · Yoshua Bengio, Jérôme Louradour, et al. · International Conference on Machine Learning · 5,345

Mean shift, mode seeking, and clustering

1995 · Yizong Cheng · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,868

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

Differential Evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces

2004 · Kenneth V. Price · 3,335

Effective and efficient global optimization for conceptual rainfall‐runoff models

1992 · Qingyun Duan, Soroosh Sorooshian, et al. · Water Resources Research · 3,312

Global Optimization by Basin-Hopping and the Lowest Energy Structures of Lennard-Jones Clusters Containing up to 110 Atoms

1997 · David J. Wales, Jonathan P. K. Doye · The Journal of Physical Chemistry A · 3,026

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Simulated annealing: theory and applications.

1988 · Mathematics and Computers in Simulation · 2,966

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

2015 · Seyedali Mirjalili, Seyedali Mirjalili, et al. · Neural Computing and Applications · 2,932

Differrential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces

1995 · Rainer Storn · Medical Entomology and Zoology · 2,782

Crystal structure prediction via particle-swarm optimization

2010 · Yanchao Wang, Jian Lv, et al. · Physical Review B · 2,754

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Introduction to Interval Analysis

2009 · Ramon E. Moore, R. Baker Kearfott, et al. · Society for Industrial and Applied Mathematics eBooks · 2,600

Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)

2003 · Nikolaus Hansen, Sibylle D. Müller, et al. · Evolutionary Computation · 2,596

Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization

2005 · Ponnuthurai Nagaratnam Suganthan, Nikolaus Hansen, et al. · 2,565

Global Optimization with Polynomials and the Problem of Moments

2001 · Jean B. Lasserre · SIAM Journal on Optimization · 2,477

Globally optimal stitching of tiled 3D microscopic image acquisitions

2009 · Stephan Preibisch, Stephan Saalfeld, et al. · Bioinformatics · 2,445

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Simulated Annealing: Theory and Applications

1987 · Peter J. M. van Laarhoven, Emile H. L. Aarts · Springer eBooks · 2,388

Recent advances in surrogate-based optimization

2009 · Alexander I.J. Forrester, Andy J. Keane · Progress in Aerospace Sciences · 2,376

Computability of global solutions to factorable nonconvex programs: Part I — Convex underestimating problems

1976 · Garth P. McCormick · Mathematical Programming · 2,284

Works count: 43,900

Citation count: 927,500