Cargando…
Swarm intelligence /
Traditional methods for creating intelligent computational systems have privileged private "internal" cognitive and computational processes. In contrast, Swarm Intelligence argues that human intelligence derives from the interactions of individuals in a social world and further, that this...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
San Francisco :
Morgan Kaufmann Publishers,
�2001.
|
| Colección: | Morgan Kaufmann series in evolutionary computation.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000 a 4500 | ||
|---|---|---|---|
| 001 | SCIDIR_ocm52365980 | ||
| 003 | OCoLC | ||
| 005 | 20231117015024.0 | ||
| 006 | m o d | ||
| 007 | cr cn||||||||| | ||
| 008 | 030604s2001 caua ob 001 0 eng d | ||
| 040 | |a N$T |b eng |e pn |c N$T |d YDXCP |d OCLCQ |d OPELS |d OKU |d ZCU |d E7B |d IDEBK |d UMI |d DEBSZ |d OCLCQ |d OCLCF |d OCLCQ |d COO |d OCLCQ |d STF |d D6H |d CEF |d INT |d OCLCQ |d WYU |d LEAUB |d VLY |d OCLCO |d OCLCQ | ||
| 019 | |a 162595644 |a 507575402 |a 646767352 |a 824885406 |a 961585353 |a 962651419 |a 1035695641 |a 1053090712 |a 1064053651 |a 1162472135 |a 1295602412 |a 1300546163 |a 1303373768 | ||
| 020 | |a 0585448353 |q (electronic bk.) | ||
| 020 | |a 9780585448350 |q (electronic bk.) | ||
| 020 | |a 9781558605954 | ||
| 020 | |a 1558605959 | ||
| 020 | |a 9780080518268 | ||
| 020 | |a 0080518265 | ||
| 020 | |a 1281186988 | ||
| 020 | |a 9781281186980 | ||
| 020 | |a 9786611186982 | ||
| 020 | |a 6611186980 | ||
| 035 | |a (OCoLC)52365980 |z (OCoLC)162595644 |z (OCoLC)507575402 |z (OCoLC)646767352 |z (OCoLC)824885406 |z (OCoLC)961585353 |z (OCoLC)962651419 |z (OCoLC)1035695641 |z (OCoLC)1053090712 |z (OCoLC)1064053651 |z (OCoLC)1162472135 |z (OCoLC)1295602412 |z (OCoLC)1300546163 |z (OCoLC)1303373768 | ||
| 050 | 4 | |a Q337.3 |b .K45 2001eb | |
| 072 | 7 | |a COM |x 005030 |2 bisacsh | |
| 072 | 7 | |a COM |x 004000 |2 bisacsh | |
| 082 | 0 | 4 | |a 006.3 |2 21 |
| 100 | 1 | |a Kennedy, James F. | |
| 245 | 1 | 0 | |a Swarm intelligence / |c James Kennedy, Russell C. Eberhart, with Yuhui Shi. |
| 260 | |a San Francisco : |b Morgan Kaufmann Publishers, |c �2001. | ||
| 300 | |a 1 online resource (xxvii, 512 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Morgan Kaufmann series in evolutionary computation | |
| 504 | |a Includes bibliographical references (pages 475-495) and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Models and concepts of life and intelligence -- Symbols, connections, and optimization by trial and error -- On our nonexistence as entities : the social organism -- Evolutionary computation theory and paradigms -- Humans : actual, imagined, and implied -- Thinking is social -- The particle swarm -- Variations and comparisons -- Applications -- Implications and speculations -- And in conclusion-- | |
| 520 | |a Traditional methods for creating intelligent computational systems have privileged private "internal" cognitive and computational processes. In contrast, Swarm Intelligence argues that human intelligence derives from the interactions of individuals in a social world and further, that this model of intelligence can be effectively applied to artificially intelligent systems. The authors first present the foundations of this new approach through an extensive review of the critical literature in social psychology, cognitive science, and evolutionary computation. They then show in detail how these theories and models apply to a new computational intelligence methodologyparticle swarmswhich focuses on adaptation as the key behavior of intelligent systems. Drilling down still further, the authors describe the practical benefits of applying particle swarm optimization to a range of engineering problems. Developed by the authors, this algorithm is an extension of cellular automata and provides a powerful optimization, learning, and problem solving method. This important book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation and by applying these insights to the solving of difficult engineering problems. Researchers and graduate students in any of these disciplines will find the material intriguing, provocative, and revealing as will the curious and savvy computing professional. * Places particle swarms within the larger context of intelligent adaptive behavior and evolutionary computation. * Describes recent results of experiments with the particle swarm optimization (PSO) algorithm * Includes a basic overview of statistics to ensure readers can properly analyze the results of their own experiments using the algorithm. * Support software which can be downloaded from the publishers website, includes a Java PSO applet, C and Visual Basic source code. | ||
| 546 | |a English. | ||
| 650 | 0 | |a Swarm intelligence. | |
| 650 | 0 | |a Systems engineering. | |
| 650 | 0 | |a Distributed artificial intelligence. | |
| 650 | 6 | |a Ing�enierie des syst�emes. |0 (CaQQLa)201-0050710 | |
| 650 | 6 | |a Intelligence artificielle r�epartie. |0 (CaQQLa)201-0213302 | |
| 650 | 7 | |a systems engineering. |2 aat |0 (CStmoGRI)aat300054507 | |
| 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 Distributed artificial intelligence. |2 fast |0 (OCoLC)fst00895579 | |
| 650 | 7 | |a Swarm intelligence. |2 fast |0 (OCoLC)fst01139953 | |
| 650 | 7 | |a Systems engineering. |2 fast |0 (OCoLC)fst01141455 | |
| 650 | 1 | 7 | |a Sociale interactie. |2 gtt |
| 650 | 1 | 7 | |a Sociale cognitie. |2 gtt |
| 650 | 1 | 7 | |a Kunstmatige intelligentie. |2 gtt |
| 650 | 1 | 7 | |a Programmeren (computers) |2 gtt |
| 650 | 1 | 7 | |a Zelforganiserende systemen. |2 gtt |
| 650 | 7 | |a Intelig�encia artificial. |2 larpcal | |
| 700 | 1 | |a Eberhart, Russell C. | |
| 700 | 1 | |a Shi, Yuhui. | |
| 776 | 0 | 8 | |i Print version: |a Kennedy, James F. |t Swarm intelligence. |d San Francisco : Morgan Kaufmann Publishers, �2001 |z 1558605959 |w (DLC) 00069641 |w (OCoLC)45790949 |
| 830 | 0 | |a Morgan Kaufmann series in evolutionary computation. | |
| 856 | 4 | 0 | |u https://sciencedirect.uam.elogim.com/science/book/9781558605954 |z Texto completo |