Genetic Algorithms and Fuzzy Multiobjective Optimization
Examples include flexible scheduling in a machine center, operation planning of district heating and cooling plants, and coal purchase planning in an actual electric power plant
| Main Author: | |
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| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer US
2002, 2002
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| Edition: | 1st ed. 2002 |
| Series: | Operations Research/Computer Science Interfaces Series
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- 1. Introduction
- 1.1 Introduction and historical remarks
- 1.2 Organization of the book
- 2. Foundations of Genetic Algorithms
- 2.1 Outline of genetic algorithms
- 2.2 Coding, fitness, and genetic operators
- 3. Genetic Algorithms for 0–1 Programming
- 3.1 Introduction
- 3.2 Multidimensional 0–1 knapsack problems
- 3.3 0–1 programming
- 3.4 Conclusion
- 4. Fuzzy Multiobjective 0–1 Programming
- 4.1 Introduction
- 4.2 Fuzzy multiobjective 0–1 programming
- 4.3 Fuzzy multiobjective 0–1 programming with fuzzy numbers
- 4.4 Conclusion
- 5. Genetic Algorithms for Integer Programming
- 5.1 Introduction
- 5.2 Multidimensional integer knapsack problems
- 5.3 Integer programming
- 5.4 Conclusion
- 6. Fuzzy Multiobjective Integer Programming
- 6.1 Introduction
- 6.2 Fuzzy multiobjective integer programming
- 6.3 Fuzzy multiobjective integer programming with fuzzy numbers
- 6.4 Conclusion
- 7. Genetic Algorithms for Nonlinear Programming
- 7.1 Introduction
- 7.2 Floating-point genetic algorithms
- 7.3 GENOCOP III
- 7.4 Revised GENOCOP III
- 7.5 Conclusion
- 8. Fuzzy Multiobjective Nonlinear Programming
- 8.1 Introduction
- 8.2 Multiobjective nonlinear programming
- 8.3 Multiobjective nonlinear programming problem with fuzzy numbers
- 8.4 Conclusion
- 9. Genetic Algorithms for Job-Shop Scheduling
- 9.1 Introduction
- 9.2 Job-shop scheduling
- 9.3 Genetic algorithms for job-shop scheduling
- 10.Fuzzy Multiobjective Job-Shop Scheduling
- 10.1 Introduction
- 10.2 Job-shop scheduling with fuzzy processing time and fuzzy due date
- 10.3 Multiobjective job-shop scheduling under fuzziness
- 11.Some Applications
- 11.1 Flexible scheduling in a machining center
- 11.2 Operation planning of district heating and cooling plants
- 11.3 Coal purchase planning in electric powerplants
- References