Memetic Computing (Record no. 4478)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03494nas a22004455i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 1865-9292 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260610082534.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150723s||||||||gw uu poo|||||| b|EN |d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 1865-9292 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/12293.1865-9292 |
| Source of number or code | doi |
| 210 10 - ABBREVIATED TITLE | |
| Abbreviated title | Memetic Comp. |
| 245 10 - TITLE STATEMENT | |
| Title | Memetic Computing |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | edited by Chuan-Kang Ting, Steven Gustafson, Yew-Soon Ong. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Berlin/Heidelberg : |
| Name of producer, publisher, distributor, manufacturer | Springer Berlin Heidelberg : |
| -- | Imprint: Springer. |
| 300 ## - online resource | |
| Other physical details | online resource. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Many instances of research in computer science and artificial intelligence (AI) draw inspiration from metaphorical real-world physical and biological systems. Notwithstanding, cultural evolution embodies memes as basic units of transferable information within the mental faculty and propagate across populations through imitation and adaptation. Algorithmically, they are essentially knowledge building blocks expressed in various computational representations (e.g., heuristics, simple or fuzzy logic, decision trees, artificial neural models, probability distributions, etc.). Extending and generalizing the genetic metaphor for evolutionary optimization, these representations are acquired through human or machine experience and can be exploited through imitation and adaptation, significantly enhancing the effectiveness of problem-solving systems. The emergence and advancement in machine learning has transformed the scientific landscape of algorithmics and AI into a symbiotic embodiment which is consistent with the conceptual ideology of memetic computing. This has shifted the perception of multiple competing "paradigms" to the idea that an algorithm can seamlessly blend multiple heterogeneous elements within a problem-solving framework. In this context, most modern machine learning algorithms implicitly and explicitly embrace the philosophy of memetic computing. This journal publishes original research articles focusing on algorithmic aspects and innovative implementations of machine learning and AI, with an interest in both exact and heuristic approaches. Review articles offering original insights into the current state-of-art research as well as forward looking research developments are also welcome. Additionally, interesting real-world applications that perpetuate the notion of knowledge as building blocks acquired within an AI foundational framework are encouraged. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Engineering mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Engineering—Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | System theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Control engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Robotics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Automation. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Bioinformatics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematics. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematical and Computational Engineering Applications. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Complex Systems. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Control, Robotics, Automation. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Bioinformatics. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Applications of Mathematics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ting, Chuan-Kang. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gustafson, Steven. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ong, Yew-Soon. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed version: |
| International Standard Serial Number | 1865-9284 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/12293.1865-9292">https://doi.org/10.1007/12293.1865-9292</a> |
| Public note | Hybrid |
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