AI SearchAesthetic evolutionary approach for jewelry design based on IFS fractals (Record no. 2721)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04294nas|a2200457 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260817161810.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 090314s2007 th uu|m rtt 0| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12051937 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Diss. no.ISE-07-01 |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Somlak Wannarumon |
| 245 10 - TITLE STATEMENT | |
| Title | Aesthetic evolutionary approach for jewelry design based on IFS fractals |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2007 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 182 p. : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Dissertation ; |
| Volume/sequential designation | no. ISE-07-01 |
| 500 ## - GENERAL NOTE | |
| General note | A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Engineering in Design and Manufacturing Engineering, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (Ph.D.) - Asian Institute of Technology, 2007 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The dissertation proposes a new aesthetic-driven evolutionary algorithm (EA) for user-centered jewelry design as an art form generator. The EA is hybrid between evolutionary strategy, evolutionary programming, genetic algorithm, and genetic programming. Jewelry art forms are represented using Iterated Function System (IFS) fractals and encoded in form of chromosomes. Multi-Gaussian mutation and modified arithmetic crossover are developed to increase diversity and productivity. In cooperation with the multiple parent system, it offers co-evolution, that good genes can be transferred from one generation to the next generation. In mapping IFS genotypes to fractal phenotypes, we propose to use IFS with uniform random probabilities in Random Iteration Algorithm for rendering fractals as source of variations and inspirations. Aesthetic algorithm is presented for measuring aesthetics of art forms as fitness function. It is validated by famous aesthetic theories, surveys of the universal aesthetic preference for human beauty and popular symbols. The results of statistical analysis are embraced in this study to fine-tune the aesthetic algorithm. The aesthetic algorithm consists of two steps. The first step, morphological fitness function is developed to quantify compactness and connectivity of art forms and to discard unfit art forms, before going to the next step. The second step, aesthetic fitness function quantifies aesthetics of art forms in terms of fractal dimension, largest Lyapunov exponent, image complexity, golden ratio, mirror symmetry, rotational symmetry, and logarithmic spiral symmetry. The proposed design system basically creates two-dimensional (2D) designs. Condensation sets applied in the combination with IFS fractals allows user to integrate any 2D shapes into the existing design for generating the new designs. The system is practical for jewelry industry. The examples of jewelry designs and physical prototypes created by the system are included. The dissertation contributes to several fields such as "Artificial Intelligence in Design", "Design Study", and "Aesthetic Computing" especially for non-functional design. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Jewelry settings |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bohez, Erik L.J., |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Batanov, Dentcho N., |
| Relator term | Examination Committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kittinan Unnanon, |
| Relator term | Examination committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Manukid Parnichkun, |
| Relator term | Examination Committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Piegl, Les A., |
| Relator term | Examination committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Austrian Government, |
| Relator term | Scholarship donor |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | AIT Fellowship, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Dissertation ; |
| Volume/sequential designation | no. ISE-07-01 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B10489">http://203.159.5.9/ait-thesis/detail.php?q=B10489</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b12051937 |
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| a | 240329 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 090314 |
| First date, FD (RLIN) | m |
| -- | a |
| -- | u |
| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 22-AIT Thesis (Replacement) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 20-AIT Publication |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120594253 |
| CREATED | CREATED : 2012-08-16 |
| RECORD Id | RECORD # : i12687480 |
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| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050160002381 |
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| Barcode | Barcode : 30050121007628 |
| CREATED | CREATED : 2021-06-02 |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | AIT Diss. no.ISE-07-01 | 30050120594253 | 17/08/2026 | 3 | 17/08/2026 | 22-AIT Thesis (Replacement) | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT Diss. no.ISE-07-01 | 30050160002381 | 17/08/2026 | 1 | 17/08/2026 | 40-Archives | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | AIT Diss. no.ISE-07-01 | 30050121007628 | 17/08/2026 | 1 | 17/08/2026 | 20-AIT Publication |