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Evolutionary algorithms in theory and practice
TLDR
In this work, the author compares the three most prominent representatives of evolutionary algorithms: genetic algorithms, evolution strategies, and evolutionary programming within a unified framework, thereby clarifying the similarities and differences of these methods.About:
The article was published on 1996-01-01 and is currently open access. It has received 2679 citations till now. The article focuses on the topics: Evolutionary music & Evolutionary programming.read more
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Journal ArticleDOI
Resource-constrained scheduling for continuous repetitive projects with time-based production units
TL;DR: In this paper, a scheduling model is presented to find the optimal set of production rates in different time periods for each crew, considering limited availability of resources, which addresses work continuity while maintaining lead-time and lead-distance between operations.
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A Biometric Key Generation Method Based on Semisupervised Data Clustering
TL;DR: A semisupervised clustering scheme is developed, which is optimized through a niching memetic algorithm, to effectively and simultaneously model both intra- and interuser variations to deliver consistent and discriminative keys of high entropy, outperforming-related methods.
Journal ArticleDOI
A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization
Viviana Cocco Mariani,Viviana Cocco Mariani,Luiz Guilherme Justi Luvizotto,Fabio Alessandro Guerra,Fabio Alessandro Guerra,Leandro dos Santos Coelho,Leandro dos Santos Coelho +6 more
TL;DR: A metaheuristic algorithm called Modified Shuffled Complex Evolution (MSCE) is proposed, where an adaptation of the Downhill Simplex search strategy combined with the differential evolution method is proposed.
Book ChapterDOI
Adaptive Sine Cosine Algorithm Integrated with Differential Evolution for Structural Damage Detection
Sujin Bureerat,Nantiwat Pholdee +1 more
TL;DR: This work extends the sine cosine algorithm to be self-adaptive and its main reproduction operators are integrated with the mutation operator of differential evolution to tackle the test problems for structural damage detection.
Journal ArticleDOI
Design of a Superconducting Saddle Magnet for DC Induction Heating of Aluminum Billets
TL;DR: In this article, the design of a superconducting magnet for DC induction heating of aluminum billets is discussed and a split saddle geometry is considered in order to allow a good accessibility of the field area.