A multi-objective optimization algorithm for project portfolio selection / (Record no. 63817)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03027cam a2200325 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031851.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 171203s2017 ua d f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.20.02.M.Sc.2017.Mo.M |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mohammed Mahmoud Saad Eldin Elkholany |
| 245 12 - TITLE STATEMENT | |
| Title | A multi-objective optimization algorithm for project portfolio selection / |
| Statement of responsibility, etc. | Mohammed Mahmoud Saad Eldin Elkholany ; Supervised Hisham Abdelsalam |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | خوارزمية امثلية متعددة الاهداف لاختيار حافظة المشروعات |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Mohammed Mahmoud Saad Eldin Elkholany , |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 80 P. : |
| Other physical details | charts ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Operations Research and Decision Support |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Selecting suitable projects from a group of candidate projects considering all constraints and limitations is one of the challenging problems that face any organization. The main purpose of this thesis is to develop an integrated framework to solve the Project Portfolio Selection (PPS) problem. In order to achieve this purpose, 3 main models are developed. First, a model is developed to solve the PPS problem considering the set of criteria as the objective functions representing them as a single objective using weighted method; this model considers a deterministic data and does not handle any uncertainty. Then to capture the stochastic factors affecting the project selection decision, a simulation optimization framework is developed. The first step that is implemented in the framework is to enhance the first model integrating simulation with the optimization model. The second step is to formulate the problem as a multi-objective model by representing each criterion as a separate objective. A binary Cuckoo Search (CS) was proposed to solve the single objective representation of the problem with deterministic data. Then a Monte Carlo simulation is combined with the binary Cuckoo Search to solve the problem under uncertainty. Furthermore, fast Non-dominated sorting was integrated with Monte Carlo simulation to solve the multi-objective model. The results of Binary Cuckoo Search are compared to the results from Lingo software (using default parameters), and it outperformed Lingo. Regarding the stochastic single objective model, the modified CS showed superior results to the Genetic Algorithm obtained from1. Moreover, the fast Non-dominated sorting Cuckoo Search showed better results than the multi-Objective Cuckoo Search mentioned |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Cuckoo Search Algorithm |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Non-Dominated Cuckoo Search |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Project Portfolio Selection |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hisham Abdelsalam , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Shimaa |
| Reviser | Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.20.02.M.Sc.2017.Mo.M | 01010110073583000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.02.M.Sc.2017.Mo.M | 01020110073583000 | 22.09.2023 | CD - Rom | 73583.CD |