Particle Swarm Optimization: A survey of historical and recent developments with hybridization perspectives
Particle Swarm Optimization (PSO) is a metaheuristic global optimization paradigm that has
gained prominence in the last two decades due to its ease of application in unsupervised …
gained prominence in the last two decades due to its ease of application in unsupervised …
The DIRECT algorithm: 25 years Later
DR Jones, JRRA Martins - Journal of global optimization, 2021 - Springer
Introduced in 1993, the DIRECT global optimization algorithm provided a fresh approach to
minimizing a black-box function subject to lower and upper bounds on the variables. In …
minimizing a black-box function subject to lower and upper bounds on the variables. In …
Marine Predators Algorithm: A nature-inspired metaheuristic
This paper presents a nature-inspired metaheuristic called Marine Predators Algorithm
(MPA) and its application in engineering. The main inspiration of MPA is the widespread …
(MPA) and its application in engineering. The main inspiration of MPA is the widespread …
Best practices for comparing optimization algorithms
Comparing, or benchmarking, of optimization algorithms is a complicated task that involves
many subtle considerations to yield a fair and unbiased evaluation. In this paper, we …
many subtle considerations to yield a fair and unbiased evaluation. In this paper, we …
On the efficiency of nature-inspired metaheuristics in expensive global optimization with limited budget
Global optimization problems where evaluation of the objective function is an expensive
operation arise frequently in engineering, decision making, optimal control, etc. There exist …
operation arise frequently in engineering, decision making, optimal control, etc. There exist …
[BOOK][B] Introduction to global optimization exploiting space-filling curves
YD Sergeyev, RG Strongin, D Lera - 2013 - books.google.com
Introduction to Global Optimization Exploiting Space-Filling Curves provides an overview of
classical and new results pertaining to the usage of space-filling curves in global …
classical and new results pertaining to the usage of space-filling curves in global …
[BOOK][B] Global optimization: theory, algorithms, and applications
M Locatelli, F Schoen - 2013 - SIAM
The first systematic overviews on global optimization appeared in 1975–1978 thanks to two
fundamental volumes titled Towards Global Optimization (Dixon & Szegö, 1975, 1978). At …
fundamental volumes titled Towards Global Optimization (Dixon & Szegö, 1975, 1978). At …
[BOOK][B] Cluster analysis and applications
For several years, parts of the content of this textbook have been used in undergraduate
courses in the Department of Mathematics and in the Faculty of Economics at the University …
courses in the Department of Mathematics and in the Faculty of Economics at the University …
[BOOK][B] Simplicial partitions in global optimization
R Paulavičius, J Žilinskas, R Paulavičius, J Žilinskas - 2014 - Springer
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Metaheuristic vs. deterministic global optimization algorithms: The univariate case
DE Kvasov, MS Mukhametzhanov - Applied Mathematics and Computation, 2018 - Elsevier
Many practical problems involve the search for the global extremum in the space of the
system parameters. The functions to be optimized are often highly multiextremal, black-box …
system parameters. The functions to be optimized are often highly multiextremal, black-box …