MARC details
| 000 -LEADER |
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| fixed length control field |
02818nam a2200373Ia 4500 |
| 000 - LEADER |
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| fixed length control field |
03862nam a22003975i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-3-319-65596-3 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240319120916.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230530s2023 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783319655963 |
| -- |
978-3-319-65596-3 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
6.3 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Edelkamp, Stefan. |
| 9 (RLIN) |
32268 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Algorithmic Intelligence |
| Statement of responsibility, etc. |
by Stefan Edelkamp. |
| Medium |
[electronic resource] : |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cham |
| Name of publisher, distributor, etc. |
Springer International Publishing |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XXV, 467 p. 173 illus., 90 illus. in color. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
In this book the author argues that the basis of what we consider computer intelligence has algorithmic roots, and he presents this with a holistic view, showing examples and explaining approaches that encompass theoretical computer science and machine learning via engineered algorithmic solutions. Part I of the book introduces the basics. The author starts with a hands-on programming primer for solving combinatorial problems, with an emphasis on recursive solutions. The other chapters in the first part of the book explain shortest paths, sorting, deep learning, and Monte Carlo search. A key function of computational tools is processing Big Data efficiently, and the chapters in Part II of the book examine traditional graph problems such as finding cliques, colorings, independent sets, vertex covers, and hitting sets, and the subsequent chapters cover multimedia, network, image, and navigation data. The highly topical research areas detailed in Part III are machine learning, problem solving, action planning, general game playing, multiagent systems, and recommendation and configuration. Finally, in Part IV the author uses application areas such as model checking, computational biology, logistics, additive manufacturing, robot motion planning, and industrial production to explain how the techniques described may be exploited in modern settings. The book is supported with a comprehensive index and references, and it will be of value to researchers, practitioners, and students in the areas of artificial intelligence and computational intelligence. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 9 (RLIN) |
32269 |
|
|---|
| Topical term or geographic name entry element |
Artificial Intelligence. |
| 9 (RLIN) |
32270 |
|
|---|
| Topical term or geographic name entry element |
Automation. |
| 9 (RLIN) |
32271 |
|
|---|
| Topical term or geographic name entry element |
Business information services. |
| 9 (RLIN) |
32272 |
|
|---|
| Topical term or geographic name entry element |
Business logistics. |
| 9 (RLIN) |
32273 |
|
|---|
| Topical term or geographic name entry element |
Control engineering. |
| 9 (RLIN) |
32274 |
|
|---|
| Topical term or geographic name entry element |
Control, Robotics, Automation. |
| 9 (RLIN) |
32275 |
|
|---|
| Topical term or geographic name entry element |
Data Mining and Knowledge Discovery. |
| 9 (RLIN) |
32276 |
|
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
32277 |
|
|---|
| Topical term or geographic name entry element |
IT in Business. |
| 9 (RLIN) |
32278 |
|
|---|
| Topical term or geographic name entry element |
Logistics. |
| 9 (RLIN) |
32279 |
|
|---|
| Topical term or geographic name entry element |
Robotics. |
| 9 (RLIN) |
32280 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-319-65596-3">https://doi.org/10.1007/978-3-319-65596-3</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
