The multi-mode resource-constrained project scheduling problem with generalized precedence relations |
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Affiliation: | 1. University of Nottingham, School of Computer Science, Jubilee Campus, Wollaton Road, Nottingham, NG8 1BB, UK;2. University of Essex, Institute for Analytics and Data Science, Wivenhoe Park, Colchester, CO4 3SQ, UK;3. Cardiff University, School of Mathematics, Senghennydd Road, Cardiff, CF24 4AG, UK;1. School of Information, Zhejiang University of Finance and Economics, Hangzhou 310018, Zhejiang, China;2. Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China;3. School of Computer, Liaocheng University, Liaocheng 252000, Shandong, China |
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Abstract: | In this paper, we tackle the challenging problem of scheduling activities to minimize the project duration, in which the activities (a) are subject to generalized precedence relations, (b) require units of multiple renewable, non-renewable and doubly constrained resources for which a limited availability is imposed, and (c) can be performed in one of several different ways, reflected in multiple activity scenarios or modes. These multiple modes give rise to several kinds of trade-offs (time/resource, time/cost and resource/resource trade-offs) which allow for a more efficient allocation and use of resources. We present a local search-based solution methodology which is able to handle many real-life project scheduling characteristics such as time-varying resource requirements and availabilities, activity ready times, due dates and deadlines, activity overlaps, activity start time constraints and other types of temporal constraints. |
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