Author | Sakawa, Masatoshi. author |
---|---|
Title | Genetic Algorithms and Fuzzy Multiobjective Optimization [electronic resource] / by Masatoshi Sakawa |
Imprint | Boston, MA : Springer US : Imprint: Springer, 2002 |
Connect to | http://dx.doi.org/10.1007/978-1-4615-1519-7 |
Descript | X, 288 p. online resource |
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 0โ1 Programming -- 3.1 Introduction -- 3.2 Multidimensional 0โ1 knapsack problems -- 3.3 0โ1 programming -- 3.4 Conclusion -- 4. Fuzzy Multiobjective 0โ1 Programming -- 4.1 Introduction -- 4.2 Fuzzy multiobjective 0โ1 programming -- 4.3 Fuzzy multiobjective 0โ1 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 power plants -- References