NDLI: Solving Expert Assignment Problem using Improved Genetic Algorithm

Content Provider	IEEE Xplore Digital Library
Author	Na-Na Li Jian-Nan Zhang Jun-Hua Gu Bo-Ying Liu
Copyright Year	2007
Description	Author affiliation: Tianjin Univ., Tianjin (Na-Na Li)
Abstract	Expert assignment is chief and basic work of project review in project management. So it is significant to research how to solve expert assignment problem (EAP). In previous papers, we established the mathematical model of expert assignment problem, and proposed genetic algorithm (GA) and GA using heuristic mutation guide by pheromone (HMP) to solve EAP. Though it has been proven GA and HMP are effective ways for EAP, they have disadvantages of massive redundancy iteration in later period and inferior local search ability. In this paper a modification of GA which introduces adaptive mutation to HMP is proposed to solve EAP. The simulation results show that the new algorithm improves the ability of local search and generates solutions of better quality.
Starting Page	934
Ending Page	937
File Size	470299
Page Count	4
File Format	PDF
ISBN	9781424409723
DOI	10.1109/ICMLC.2007.4370276
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-08-19
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Genetic algorithms Genetic mutations Machine learning Cybernetics Project management Partitioning algorithms Computer science Mathematical model Optimization methods Pattern recognition Adaptive mutation Expert assignment problem Genetic algorithm Ant algorithm
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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