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Algorithmicity of Evolutionary Algorithms [PDF]
In the first part of our article we will refer the penetration of scientific terms into colloquial language, focusing on the sense in which the concept of an algorithm currently functions outside its original scope.
Leciejewski Sławomir+1 more
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Evaluating evolutionary algorithms
AbstractTest functions are commonly used to evaluate the effectiveness of different search algorithms. However, the results of evaluation are as dependent on the test problems as they are on the algorithms that are the subject of comparison. Unfortunately, developing a test suite for evaluating competing search algorithms is difficult without clearly ...
Darrell Whitley+3 more
openalex +3 more sources
This manuscript contains an outline of lectures course "Evolutionary Algorithms" read by the author. The course covers Canonic Genetic Algorithm and various other genetic algorithms as well as evolutionary strategies, genetic programming, tabu search and the class of evolutionary algorithms in general.
arxiv +3 more sources
Evolutionary Algorithms in Intelligent Systems [PDF]
Evolutionary algorithms and metaheuristics are widely used to provide efficient and effective approximate solutions to computationally difficult optimization problems [...]
Alfredo Milani
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Parameter Control in Evolutionary Algorithms [PDF]
The issue of setting the values of various parameters of an evolutionary algorithm is crucial for good performance. In this paper we discuss how to do this, beginning with the issue of whether these values are best set in advance or are best changed during evolution. We provide a classification of different approaches based on a number of complementary
A. Eiben+3 more
semanticscholar +9 more sources
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization [PDF]
Recent decades have witnessed great advancements in multiobjective evolutionary algorithms (MOEAs) for multiobjective optimization problems (MOPs). However, these progressively improved MOEAs have not necessarily been equipped with scalable and learnable
Songbai Liu+3 more
semanticscholar +1 more source
Load Frequency Control for Multi-Area Power Plants with Integrated Wind Resources
To provide a more practical method of controlling the frequency and tie-line power flow of a multi-area interconnected power system (MAIPS), a state observer based on sliding mode control (SOboSMC) acting under a second-order time derivative is proposed.
Van Van Huynh+7 more
doaj +1 more source
With the continuous development of a society in which construction works are ubiquitous, investors often accelerate the progress of construction projects and may neglect to follow the proposed construction processes.
Tran Anh Khoa+2 more
doaj +1 more source
Design and implementation of a VoIP PBX integrated Vietnamese virtual assistant: a case study
As digitization is integrated into daily life, media are increasingly transferred over the Internet. Voice-over-Internet Protocol (VoIP), the most popular media transfer technology, is attracting many researchers and investments.
Hai Son Hoang+5 more
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Evolving Evolutionary Algorithms with Patterns [PDF]
A new model for evolving Evolutionary Algorithms (EAs) is proposed in this paper. The model is based on the Multi Expression Programming (MEP) technique. Each MEP chromosome encodes an evolutionary pattern that is repeatedly used for generating the individuals of a new generation. The evolved pattern is embedded into a standard evolutionary scheme that
arxiv +1 more source