Misją Instytutu jest dzialalność naukowo-badawcza prowadząca do nowych rozwiązań technicznych i organizacyjnych użytecznych w kształtowaniu warunków pracy zgodnych z zasadami bezpieczeństwa pracy i ergonomii oraz ustalanie podstaw naukowych do właściwego ukierunkowywania polityki społeczno-ekonomicznej państwa w tym zakresie.
John Wiley & Sons, Inc., New York, USA, 1998
ISBN 0-471-18873-5
Preface (xi) |
List of Symbols (xiii) |
1. Introduction to Optimization (1) |
1.1. Finding the Best Solution (2) |
1.2. Minimum Seeking Algorithms (6) |
1.3. Natural Optimization Methods (16) |
1.4. Biological Optimization: Natural Selection (18) |
Bibliography (23) |
2. The Binary Genetic Algorithm (25) |
2.1. Genetic Algorithms: Natural Selection on a Computer (25) |
2.2. Components of a Binary Genetic Algorithm (27) |
2.3. A Parting Look (48) |
Bibliography (48) |
3. The Continuous Parameter Genetic Algorithm (49) |
3.1. Components of a Continuous Parameter Genetic Algorithm (50) |
3.2. A Parting Look (62) |
Bibliography (64) |
4. Applications (66) |
4.1. "Mary Had a Little Lamb" (66) |
4.2. Word Guess (70) |
4.3. Locating an Emergency Response Unit (74) |
4.4. Antenna Array Design (77) |
4.5. Summary (83) |
Bibliography (84) |
5. An Added Level of Sophistication (85) |
5.1. Handling Expensive Cost Functions (85) |
5.2. Gary Codes (88) |
5.3. Gene Size (91) |
5.4. Population (91) |
5.5. Convergence (102) |
5.6. Alternative Crossovers for Binary Genetic Algorithms (104) |
5.7. Mutation (106) |
5.8. Permutation Problems (108) |
5.9. Selecting Genetic Algorithm Parameters (113) |
5.10. Continuous vs. Binary Genetic Algorithm (116) |
Bibliography (116) |
6. Advanced Applications (119) |
6.1. Traveling Salesman (120) |
6.2. Locating an Emergency Response Unit Revisited (123) |
6.3. Decoding a Secret Message (123) |
6.4. Robot Trajectory Planning (126) |
6.5. Stealth Design (131) |
6.6. Building a Dynamical Inverse Model (136) |
6.7. Solving High-Order Nonlinear Partial Differential Equations (140) |
Bibliography (143) |
7. Evolutionary Trends (146) |
7.1. The Past (146) |
7.2. The Present (147) |
7.3. The Future (154) |
Bibliography (155) |
Appendix A. Pseudocodes (159) |
Glossary (167) |
Index (175) |
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