Genetic algorithm based on natural selection theory for optimization problems
The metaheuristic genetic algorithm (GA) is based on the natural selection process that falls
under the umbrella category of evolutionary algorithms (EA). Genetic algorithms are typically …
under the umbrella category of evolutionary algorithms (EA). Genetic algorithms are typically …
Variable neighborhood search: The power of change and simplicity
This review discusses and analyses three main contributions championed by Professor
Mladenović. These include variable neighborhood search (VNS), variable formulation space …
Mladenović. These include variable neighborhood search (VNS), variable formulation space …
[HTML][HTML] Meta-heuristic approaches for the university course timetabling problem
Course timetabling is an ongoing challenge that universities face all around the world. This
combinatorial optimization task involves allocating a set of events into finite time slots and …
combinatorial optimization task involves allocating a set of events into finite time slots and …
Metaheuristics to solve grou** problems: A review and a case study
Grou** problems are a special type of combinatorial optimization problems that have
gained great relevance because of their numerous real-world applications. The solution …
gained great relevance because of their numerous real-world applications. The solution …
Competition-guided multi-neighborhood local search algorithm for the university course timetabling problem
T Song, M Chen, Y Xu, D Wang, X Song, X Tang - Applied Soft Computing, 2021 - Elsevier
This paper proposes a novel competition-guided multi-neighborhood local search (CMLS)
algorithm for solving the curriculum-based course timetabling problem. In comparison with …
algorithm for solving the curriculum-based course timetabling problem. In comparison with …
A VNS-based algorithm with adaptive local search for solving the multi-depot vehicle routing problem
Abstract The Multi-Depot Vehicle Routing Problem (MDVRP) is a variant of the Vehicle
Routing Problem (VRP) that consists in designing a set of vehicle routes to serve all …
Routing Problem (VRP) that consists in designing a set of vehicle routes to serve all …
Modified and hybridised bi-objective firefly algorithms for university course scheduling
Academic institutions may be edging towards a global uncertainty, recession, and a string of
financial difficulties. An effective course timetabling is one of managerial strategies to …
financial difficulties. An effective course timetabling is one of managerial strategies to …
Timetabling Problems and The Effort Towards Generic Algorithms: A Comprehensive Survey
The timetabling problem, a well-known NP-Hard optimization challenge, spans multiple
domains such as education, healthcare, sports, and transportation. Due to its computational …
domains such as education, healthcare, sports, and transportation. Due to its computational …
A general ontological timetabling-model driven metaheuristics approach based on elite solutions
Timetabling is a managerial problem that recurringly appears in various domains such as
education, transport, sports, and staff management. The combinatorial nature of this problem …
education, transport, sports, and staff management. The combinatorial nature of this problem …
Hybrid whale optimization algorithm for solving timetabling problems of itc 2019
Timetabling problem at universities is one of the problems that require more attention in
operations research. This problem is known as NP-Hard problem, therefore non …
operations research. This problem is known as NP-Hard problem, therefore non …