Journal ArticleDOI
Hybrid Harmony Search Algorithms
Nazmul Siddique,Hojjat Adeli +1 more
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This article presents a review of hybrid harmony search algorithms, a music-inspired population-based meta-heuristic search and optimization algorithm that combines HSA with other algorithms to improve exploration or global search ability and increase convergence speed.Abstract:
Harmony search algorithm (HSA) is a music-inspired population-based meta-heuristic search and optimization algorithm. In order to improve exploration or global search ability, exploit local search more effectively, increase convergence speed, improve solution quality, and minimize computational cost, researchers have advanced the concept of hybridizing HSA with other algorithms. This article presents a review of hybrid harmony search algorithms.read more
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Nature Inspired Computing: An Overview and Some Future Directions
Nazmul Siddique,Hojjat Adeli +1 more
TL;DR: An overview of significant advances made in the emerging field of nature-inspired computing with a focus on the physics- and biology-based approaches and algorithms is presented.
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Invited Review: Recent developments in vibration control of building and bridge structures
TL;DR: A review of recent articles published on active, passive, semi-active and hybrid vibration control systems for structures under dynamic loadings primarily since 2013 is presented in this article, where the authors present a state-of-the-art review.
Journal ArticleDOI
Optimization of University Course Scheduling Problem using Particle Swarm Optimization with Selective Search
TL;DR: A novel PSO-based method is investigated for solving highly constrained UCSP in which basic PSO operations are transformed to tackle combinatorial optimization task of UCSP and a few new operations are introduced to PSO to solve UCSP efficiently.
Journal ArticleDOI
Simulated Annealing, Its Variants and Engineering Applications
Nazmul Siddique,Hojjat Adeli +1 more
TL;DR: A review of research reported on simulated annealing (SA) finds different cooling/annealing schedules are summarized and recent applications of SA in engineering are reviewed.
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Covariance Matrix Adaptation Pareto Archived Evolution Strategy with Hypervolume-sorted Adaptive Grid Algorithm
Shahin Rostami,Ferrante Neri +1 more
TL;DR: The proposed algorithm, named Covariance Matrix Adaptation Pareto Archived Evolution Strategy with Hypervolume-sorted Adaptive Grid Algorithm (CMA-PAES-HAGA), overcomes the limitation of CMA- PAES in handling more than two objectives and displays a remarkably good performance on a scalable test suite in five, seven, and ten-objective problems.
References
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Journal ArticleDOI
A simplex method for function minimization
John A. Nelder,R. Mead +1 more
TL;DR: A method is described for the minimization of a function of n variables, which depends on the comparison of function values at the (n 41) vertices of a general simplex, followed by the replacement of the vertex with the highest value by another point.
Some methods for classification and analysis of multivariate observations
TL;DR: The k-means algorithm as mentioned in this paper partitions an N-dimensional population into k sets on the basis of a sample, which is a generalization of the ordinary sample mean, and it is shown to give partitions which are reasonably efficient in the sense of within-class variance.
Journal ArticleDOI
Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
Rainer Storn,Kenneth Price +1 more
TL;DR: In this article, a new heuristic approach for minimizing possibly nonlinear and non-differentiable continuous space functions is presented, which requires few control variables, is robust, easy to use, and lends itself very well to parallel computation.
Book
Pattern Recognition with Fuzzy Objective Function Algorithms
TL;DR: Books, as a source that may involve the facts, opinion, literature, religion, and many others are the great friends to join with, becomes what you need to get.
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