| Description |
1 online resource (x, 213 pages) : illustrations (some color) |
| Series |
Communications in computer and information science, 1865-0929 ; 1092 |
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Communications in computer and information science ; 1092. 1865-0929
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| Contents |
Intro -- Preface -- Organization -- Contents -- Cooperative Model of Evolutionary Algorithms and Real-World Problems -- 1 Introduction -- 2 A Cooperative Model of Evolutionary Algorithms -- 2.1 CoBiDE -- 2.2 Individual-Dependent Approach -- 2.3 CMA-ES -- 2.4 jSO -- 2.5 Competitive Mechanism and Population-Size Reduction -- 3 Experimental Settings -- 4 Results and Discussion -- 5 Conclusion -- References -- Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge -- 1 Introduction -- 2 The Self-organizing Migrating Algorithm -- 3 SOMA Pareto |
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3.1 The Organization Operation -- 3.2 The Migration Operation -- 3.3 The Update Operation -- 4 Experiment Setup -- 4.1 Hardware and Software Environment -- 4.2 The Parameters -- 4.3 Stopping Criterion -- 4.4 How to Score Points -- 5 Simulation Results -- 6 Conclusion -- References -- Population Size in Differential Evolution -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 Differential Evolution (DE) -- 3.2 Self-adaptive Differential Evolution (jDE) -- 4 Self-adaptive Differential Evolution with Restarts (rjDE) -- 5 Experiments and Results -- 5.1 Results for NP = 100 |
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5.2 Results for Different Population Sizes -- 6 Conclusion -- References -- Channel Assignment with Ant Colony Optimization -- 1 Introduction -- 2 Channel Assignment Problem -- 3 Proposed Algorithm -- 4 Experimental Research -- 4.1 Experimental Settings -- 4.2 Results -- 5 Conclusion -- References -- Self-organizing Migrating Algorithm with Non-binary Perturbation -- Abstract -- 1 Introduction -- 2 Self-organizing Migrating Algorithm (SOMA) -- 3 Experiment Setup -- 4 Results -- 4.1 Performance Visualization -- 4.2 Numerical Results -- 4.3 Parameter Pool Visualization -- 5 Conclusion |
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Acknowledgements -- References -- Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC'17 Benchmark -- Abstract -- 1 Introduction -- 2 Self-organizing Migrating Algorithm -- 3 Boundary Methods -- 3.1 Clipping Method -- 3.2 Random Method -- 3.3 Reflection Method -- 3.4 Periodic Method -- 4 Experiment Setting -- 5 Results -- 6 Conclusion -- Acknowledgments -- References -- MOEA with Approximate Nondominated Sorting Based on Sum of Normalized Objectives -- Abstract -- 1 Introduction -- 2 Proposed Method -- 2.1 Proposed Approximate NDS Based on Sum of Objectives |
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3 Experimental Results and Simulation Results -- 4 Conclusion -- Acknowledgement -- References -- Evolutionary Bi-objective Optimization and Knowledge Extraction for Electronic and Automotive Cooling -- 1 Introduction -- 2 Plate-Fin Heat Sink (PFHS) -- 2.1 Multi-objective Optimization Problem Formulation -- 3 Optimization Results -- 4 Knowledge Extraction -- 4.1 PFHS with Flow Through Air Cooling System -- 4.2 PFHS with Impingement Flow Air Cooling System -- 5 Conclusion -- References -- Classification of Stock Market Trends with Confidence-Based Selective Predictions -- 1 Introduction |
| Summary |
This volume constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2019, and 5th International Conference on Fuzzy and Neural Computing, FANCCO 2019, held in Maribor, Slovenia, in July 2019. The 18 full papers presented in this volume were carefully reviewed and selected from a total of 31 submissions for inclusion in the proceedings. The papers cover a wide range of topics in swarm, evolutionary, memetic and other intelligent computing algorithms and their real world applications in problems selected from diverse domains of science and engineering. -- Provided by publisher |
| Notes |
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed January 22, 2020) |
| Subject |
Swarm intelligence -- Congresses
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Swarm intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Zamuda, Aleš, editor
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Das, Swagatam, editor.
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Suganthan, Ponnuthurai Nagaratnam, editor.
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Panigrahi, Bijaya Ketan, editor.
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International Conference on Fuzzy and Neural Computing (5th : 2019 : Maribor, Slovenia) jointly held conference
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| ISBN |
9783030378387 |
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3030378381 |
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