- Out-of-Stock
Genetic algorithms of data structures evolutionary programs
ID: 33320
Zbigniew Michalewicz
| Author: Zbigniew Michalewicz ISBN: 83-204-2881-5 Edition 3 Format: B5, 430 pages Publisher: WNT |
| About the book |
| The book is devoted to genetic algorithms and closely related to it. evolutionary programs. It is a modern and very popular topic all over the world. The book consists of three parts. Part I is devoted to genetic algorithms, constituting the basis and starting point of the author's considerations. Basic issues are discussed in it, such as problem representation issues in the form of numbers O and 1, initial population, evaluation function, and genetic operations. It also describes the principle of operation of genetic algorithms. Part II deals with issues related to computational optimization in the aspect of genetic algorithms. The author discusses binary and real representation, operations of mutation and crossing, tuning genetic algorithms and taking restrictions into account. In part III there is an analysis of selected evolutionary programs, and therefore appropriate genetic algorithms and data structures. It refers to the transport task, the traveling salesman problem, scheduling. The problem of machine learning is also outlined. The book is intended for students of higher years of mathematics, IT, technical and economics. It will also be used by researchers and practitioners interested in searching for optimal solutions in issues related to design or operation. Introduction Part I. GENETIC ALGORITHMS 1. Genetic algorithms: what is it? 2. Genetic algorithms: how do they work? 3. Genetic algorithms: why do they work? 4. Genetic algorithms: selected issues Part II. NUMERIC OPTIMIZATION 5.Binary or floating point 6. Fine local tuning 7. Requirements with restrictions 8. Evolutionary strategies and other methods Part III. EVOLUTIONARY PROGRAMS 9. Transport task 10. Carrying a traveling salesman 11. Evolutionary applications for various discrete tasks 12 Machine combination 13. Evolutionary programming and genetic programming 14. The hierarchy of evolutionary programs 15. Evolutionary programs and heuristics 16.Zakończenie Appendix A Appendix B Appendix C Appendix D Literature English-Polish dictionary Polish-English dictionary Directory of surnames Index of things |
33320
Other products in the same category (16)
AVT kit for self-assembly of a work time counter triggered by current flow. AVT5548 B
Retired
No product available!
PCB board for power amplifier module with LM3886. AVT1922 A
Retired
No product available!
AVT kit for self-assembly of power amplifier with LM3886. AVT1922 B
Retired
No product available!
Assembled power amplifier from LM3886. AVT1922 C
Retired
No product available!
PCB and programmed program of the "Tajmerek" programmable time module. AVT5560 A
Retired
No product available!
AVT kit for self-assembly of the programmable timer module "Tajmerek". AVT5560 B
Retired
No product available!
Assembled programmable time module "Tajmerek". AVT5560 C
Retired
No product available!
PCB for energy-saving optical siren with LED diodes. AVT790 A
Retired
No product available!
AVT kit for self-assembly of energy-saving optical siren with LED diodes. AVT790 B
Retired
No product available!
Arducam 0.3 Megapixels OV7670 640x480 CMOS Sensor Camera Module SCCB Compatiable for I2C. ArduCAM B0023
Retired
No product available!
Camera module 0.3 Mpx with the Aptina Imaging MT9V111 CMOS sensor with a matrix resolution of 640 x 480 pixels and transmission speeds in the VGA format up to 30 FPS. Adapted to work in low light conditions. Communication via a parallel interface. ArduCAM B0059
Retired
No product available!
2 Mpx camera module with OV2640 sensor with a matrix resolution of 1600 x 1200 pixels and transmission speeds up to 60 FSP. Communication via the SCCB interface. It has an M12 lens mount and the attached lens HX-27227. ArduCAM U3359
Retired
No product available!
2 Mpx camera module with OV2640 sensor with a matrix resolution of 1600 x 1200 px and transmission speeds up to 60 FSP. Communication via the SCCB interface. Possible JPEG compression in real time. ArduCAM B0011
Retired
No product available!
ArduCam MT9D111 2MPx camera module with matrix MT9D111. Resolution: 1600 x 1200 pixels (2 MPx), pixel size: 2.8 x 2.8 μm, built-in JPEG encoder - operating in real time. ArduCAM B0054
Retired
No product available!
ArduCam MT9D111 2MPx camera module with matrix MT9D111. Resolution: 1600 x 1200 px (2 MPx), pixel size: 2.8 x 2.8 μm, built-in JPEG encoder - operating in real time. B0010
Retired
No product available!
No product available!
Zbigniew Michalewicz