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Bioinspired optimization methods and...

BIOMA (Conference) (2022 :)

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Bioinspired optimization methods and their applications = 10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17-18, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Bioinspired optimization methods and their applications/ edited by Marjan Mernik, Tome Eftimov, Matej Crepinsek.
其他題名:	10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17-18, 2022 : proceedings /
其他題名:	BIOMA 2022
其他作者:	Mernik, Marjan.
團體作者:	BIOMA (Conference)
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	x, 277 p. :ill. (chiefly color), digital ;24 cm.
內容註:	An agent-based model to investigate different behaviours in a crowd simulation -- Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction -- ACOCaRS: Ant Colony Optimization Algorithm for Traveling Car Renter Problem -- A new type of anomaly detection problem in dynamic graphs: An ant colony optimization approach -- CSS- A Cheap-Surrogate-based Selection Operator for Multi-objective Optimization -- Empirical Similarity Measure for Metaheuristics -- Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy -- Explaining Differential Evolution Performance Through Problem Landscape Characteristics -- Genetic improvement of TCP congestion avoidance -- Hybrid Acquisition Processes in Surrogate-based Optimization. Application to Covid-19 Contact Reduction -- Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System -- Modified Football Game Algorithm for Multimodal Optimization of Test Task Scheduling Problems Using Normalized Factor Random Key Encoding Scheme -- Performance Analysis of Selected Evolutionary Algorithms -- Refining Mutation Variants in Cartesian Genetic Programming -- Slime mould algorithm: An experimental study of nature-inspired optimizer -- SMOTE inspired extension for differential evolution -- The Influence of Local Search over Genetic Algorithms with Balanced Representations -- Trade-off of networks on weighted space analyzed via a method mimicking human walking track superposition -- Towards interpretable policies in multi-agent reinforcement learning tasksb.
Contained By:	Springer Nature eBook
標題:	Natural computation - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-21094-5
ISBN:	9783031210945

Bioinspired optimization methods and their applications = 10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17-18, 2022 : proceedings /
Bioinspired optimization methods and their applications10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17-18, 2022 : proceedings /[electronic resource] :BIOMA 2022edited by Marjan Mernik, Tome Eftimov, Matej Crepinsek. - Cham :Springer International Publishing :2022. - x, 277 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,136270302-9743 ;. - Lecture notes in computer science ;13627..

An agent-based model to investigate different behaviours in a crowd simulation -- Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction -- ACOCaRS: Ant Colony Optimization Algorithm for Traveling Car Renter Problem -- A new type of anomaly detection problem in dynamic graphs: An ant colony optimization approach -- CSS- A Cheap-Surrogate-based Selection Operator for Multi-objective Optimization -- Empirical Similarity Measure for Metaheuristics -- Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy -- Explaining Differential Evolution Performance Through Problem Landscape Characteristics -- Genetic improvement of TCP congestion avoidance -- Hybrid Acquisition Processes in Surrogate-based Optimization. Application to Covid-19 Contact Reduction -- Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System -- Modified Football Game Algorithm for Multimodal Optimization of Test Task Scheduling Problems Using Normalized Factor Random Key Encoding Scheme -- Performance Analysis of Selected Evolutionary Algorithms -- Refining Mutation Variants in Cartesian Genetic Programming -- Slime mould algorithm: An experimental study of nature-inspired optimizer -- SMOTE inspired extension for differential evolution -- The Influence of Local Search over Genetic Algorithms with Balanced Representations -- Trade-off of networks on weighted space analyzed via a method mimicking human walking track superposition -- Towards interpretable policies in multi-agent reinforcement learning tasksb.

This book constitutes the refereed proceedings of the 10th International Conference on Bioinspired Optimization Methods and Their Applications, BIOMA 2022, held in Maribor, Slovenia, in November 2022. The 19 full papers presented in this book were carefully reviewed and selected from 23 submissions. The papers in this BIOMA proceedings specialized in bioinspired algorithms as a means for solving the optimization problems and came in two categories: theoretical studies and methodology advancements on the one hand, and algorithm adjustments and their applications on the other.

ISBN: 9783031210945

Standard No.: 10.1007/978-3-031-21094-5doiSubjects--Topical Terms:

1085469
Natural computation
--Congresses.

LC Class. No.: QA76.9.N37

Dewey Class. No.: 006.382

Bioinspired optimization methods and their applications = 10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17-18, 2022 : proceedings /
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