Applications of swarm intelligence /
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Imprint: | New York : Nova Science Publishers, Inc., [2011] |
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Description: | 1 online resource. |
Language: | English |
Series: | Engineering tools, techniques and tables Engineering tools, techniques and tables. |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11131927 |
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020 | |z 9781617286025 |q (hardcover) | ||
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245 | 0 | 0 | |a Applications of swarm intelligence / |c Louis P. Walters, editor. |
264 | 1 | |a New York : |b Nova Science Publishers, Inc., |c [2011] | |
300 | |a 1 online resource. | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
347 | |a data file |2 rda | ||
490 | 1 | |a Engineering tools, techniques and tables | |
504 | |a Includes bibliographical references and index. | ||
588 | |a Description based on print version record and CIP data provided by publisher. | ||
505 | 0 | |a ""APPLICATIONS OF SWARM INTELLIGENCE""; ""APPLICATIONS OF SWARM INTELLIGENCE""; ""CONTENTS ""; ""PREFACE ""; ""SWARM INTELLIGENCE AND FUZZY SYSTEMS ""; ""Abstract ""; ""1. Optimizing the Parameters of Fuzzy Systems Using Swarm Intelligence Algorithms ""; ""1.1. Fuzzy Systems ""; ""1.1.1. Membership Functions ""; ""1.1.2. Fuzzy Rules ""; ""1.2. Designing a Fuzzy Classifier Using Particle Swarm Optimization Algorithm (PSO) ""; ""1.2.1. Integer-Valued Particle Swarm Optimization with Constriction Coefficient ""; ""1.2.2. Particle Representation""; ""1.2.3. Fitness Function Definition "" | |
505 | 8 | |a ""1.3. Experimental Results """"1.4. Other Related Researches ""; ""2- Intelligently Controlling the Multi-objective Swarm Intelligence Parameters Using Fuzzy Systems ""; ""2.1. A Review on the Past Researches on Multi-objective PSO ""; ""2.2. Fuzzy-MOPSO Algorithm ""; ""2.2.1. Integer-Valued MOPSO with Constriction Coefficient ""; ""2.2.2. Designing Fuzzy-Controller for MOPSO ""; ""2.2.2.1. Metrics of Performance""; ""a) Minimal spacing ""; ""b) Aggregation factor ""; ""2.2.2.2. Fuzzy Parameters ""; ""a) Inputs of fuzzy controller ""; ""b) Outputs of fuzzy controller ""; ""c) Fuzzy rules "" | |
505 | 8 | |a ""2.3. Space Allocation (Problem Description and Formulation) """"2.4. Implementation and Experimental Results ""; ""2.4.1. Application on Well-Known Benchmarks ""; ""2.4.2. Application of Fuzzy-MOPSO on Space Allocation ""; ""a) Particle Representation ""; ""b) Experimental and Comparative Results ""; ""3. Conclusion ""; ""References ""; ""EVOLUTIONARY STRATEGIES TO FIND PARETO FRONTS IN MULTIOBJECTIVE PROBLEMS ""; ""Abstract ""; ""1. Introduction ""; ""2. Pareto Optimality ""; ""3. Multi-objective Optimization with PSO""; ""A1. Algorithm for MOPSO ""; ""4. Movement Strategies "" | |
505 | 8 | |a ""4.1. Ms1: Pick a Global Guidance Located in the Least Crowded Areas """"A2. Algorithm for Ms1 ""; ""4.2. Ms2: Create the Perturbation with Differential Evolution Concept ""; ""A3. Algorithm for Ms2 ""; ""4.3. Ms3: Search the Unexplored Space in the Non-Dominated Front ""; ""A4. Algorithm for Ms3 ""; ""4.4. Ms4: Combination of Ms1 and Ms2 ""; ""4.5. Ms5: Explore Solution Space with Mixed Particles ""; ""4.6. Ms6: Adaptive Weight Approach ""; ""5. Design of Experiments ""; ""6. Results and Discussions ""; ""7. Conclusions ""; ""Acknowledgment ""; ""References "" | |
505 | 8 | |a ""PARTICLE SWARM OPTIMIZATION APPLIED TO REAL-WORLD COMBINATORIAL PROBLEMS: THE CASE STUDY OF THE IN-CORE FUEL MANAGEMENT OPTIMIZATION """"Abstract ""; ""1. Introduction ""; ""2. Particle Swarm Optimization ""; ""3. Models of Particle Swarm Optimization for Combinatorial Problems ""; ""4. Particle Swarm Optimization with Random Keys ""; ""4.1. Random Keys ""; ""4.2. Particle Swarm Optimization with Random Keys ""; ""5. Optimization of Real-World Problems: The Case Study of the in-Core Fuel Management Optimization ""; ""5.1. The Traveling Salesman Problem "" | |
546 | |a English. | ||
650 | 0 | |a Swarm intelligence. |0 http://id.loc.gov/authorities/subjects/sh2001001702 | |
650 | 0 | |a Problem solving. |0 http://id.loc.gov/authorities/subjects/sh85107109 | |
650 | 7 | |a COMPUTERS |x Enterprise Applications |x Business Intelligence Tools. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
650 | 7 | |a Problem solving. |2 fast |0 (OCoLC)fst01077890 | |
650 | 7 | |a Swarm intelligence. |2 fast |0 (OCoLC)fst01139953 | |
655 | 0 | |a Electronic books. | |
655 | 4 | |a Electronic books. | |
700 | 1 | |a Walters, Louis P., |e editor. | |
776 | 0 | 8 | |i Print version: |t Applications of swarm intelligence |d New York : Nova Science Publishers, Inc., [2011] |z 9781617286025 (hardcover) |w (DLC) 2010017740 |
830 | 0 | |a Engineering tools, techniques and tables. |0 http://id.loc.gov/authorities/names/no2011012899 | |
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928 | |t Library of Congress classification |a Q337.3 |l Online |c UC-FullText |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=448223 |z eBooks on EBSCOhost |g ebooks |i 12476756 |