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    An Artificial Immune System Algorithm for the Resource Availability Cost Problem

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    Publication type
    Journal article with impact factor
    Author
    Van Peteghem, Vincent
    Vanhoucke, Mario
    Publication Year
    2013
    Journal
    Flexible Services and Manufacturing
    Publication Volume
    25
    Publication Issue
    1-2
    Publication Begin page
    122
    Publication End page
    144
    
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    Abstract
    In this paper, an artificial immune system (AIS) algorithm for the resource availability cost problem (RACP) is presented, in which the total cost of the (unlimited) renewable resources required to complete the project by a pre-specified project deadline should be minimized. The AIS algorithm makes use of mechanisms inspired by the vertebrate immune system and includes different algorithmic components, such as a new fitness function, a probability function for the composition of the capacity lists, and a K-means density function in order to avoid premature convergence. All components are explained in detail and computational results for the RACP are presented.
    Keyword
    Project Management, Project Scheduling, RACP
    Knowledge Domain/Industry
    Operations & Supply Chain Management
    DOI
    10.1007/s10696-011-9117-0
    URI
    http://hdl.handle.net/20.500.12127/4016
    ae974a485f413a2113503eed53cd6c53
    10.1007/s10696-011-9117-0
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