A fuzzy system based self-adaptive memetic algorithm using population diversity control for evolutionary multi-objective optimization [PDF]
Scientific ReportsSimulated by nature’s evolution, numerous evolutionary algorithms had been proposed. These algorithms perform better for a particular problem domain and extensive parameter fine tuning and adaptations are required in optimizing problems of varied domain.
Brindha Subburaj, S. Miruna Joe Amali
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Electricity Load Forecasting Using Support Vector Regression with Memetic Algorithms [PDF]
The Scientific World Journal, 2013 Electricity load forecasting is an important issue that is widely explored and examined in power systems operation literature and commercial transactions in electricity markets literature as well.
Zhongyi Hu, Yukun Bao, Tao Xiong
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A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks [PDF]
Scientific ReportsArtificial Neural Networks (ANNs) have been used in a multitude of real-world applications given their predictive capabilities, and algorithms based on gradient descent, such as Backpropagation (BP) and variants, are usually considered for their ...
Francisco Bérchez-Moreno +4 more
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Research on tugboat scheduling optimization model considering the reliability of tugboat matching scheme [PDF]
Scientific ReportsThe selection and scheduling of tugboat matching schemes are key tasks in tugboat assistance operation management. With large ships requiring more tugboat assistance, a two-stage multi-criteria decision-making method is proposed.
Yangjun Ren +6 more
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Colonial bacterial memetic algorithm and its application on a darts playing robot [PDF]
Scientific ReportsIn this paper, we present the Colonial Bacterial Memetic Algorithm (CBMA), an advanced evolutionary optimization approach for robotic applications.
Szilárd Kovács +2 more
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Memetic Salp Swarm Algorithm for economic load dispatch problems [PDF]
Sci RepMohammed A. Awadallah +6 more
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Population Symmetrization in Genetic Algorithms
Applied Sciences, 2022 The paper presents a memetic modification of the classical genetic algorithm by introducing a cyclic symmetrization of the population, symmetrizing the parental points around the current population leader.
Grzegorz Kusztelak +2 more
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Local Search and the Evolution of World Models
Topics in Cognitive Science, EarlyView., 2023 Abstract An open question regarding how people develop their models of the world is how new candidates are generated for consideration out of infinitely many possibilities. We discuss the role that evolutionary mechanisms play in this process. Specifically, we argue that when it comes to developing a global world model, innovation is necessarily ...
Neil R. Bramley +3 more
wiley +1 more source
One-Machine Scheduling with Time-Dependent Capacity via Efficient Memetic Algorithms
Mathematics, 2021 This paper addresses the problem of scheduling a set of jobs on a machine with time-varying capacity, with the goal of minimizing the total tardiness objective function.
Raúl Mencía, Carlos Mencía
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A Hybrid Discrete Memetic Algorithm for Solving Flow-Shop Scheduling Problems
Algorithms, 2023 Flow-shop scheduling problems are classic examples of multi-resource and multi-operation scheduling problems where the objective is to minimize the makespan.
Levente Fazekas +4 more
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