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Iterated Local Search: Applications and Extensions

Sun, 11 Sept

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Breakwater Lodge

Helena Ramalhinho Lourenço, Professor at University Pompeu Fabra and a BSE Affiliated Professor presents her tutorial for ORSSA 2022 delegates.

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Iterated Local Search: Applications and Extensions
Iterated Local Search: Applications and Extensions

Time & Location

11 Sept 2022, 14:00 – 17:00

Breakwater Lodge, Portswood Rd, Victoria & Alfred Waterfront, Cape Town, 8051, South Africa

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About the Event

Metaheuristics are general high-level procedures that coordinate heuristics and rules to find high-quality solutions to difficult optimization problems in a short computational time. They are designed to solve large-scale complex optimization problems that cannot be solved in reasonable processing time by the classic combinatorial optimization methods. Metaheuristics have been extensively applied to solve real problems in many areas from transportation to finance, sports or manufacturing, etc..

In this tutorial, we will briefly review several metaheuristics successfully applied to combinatorial optimization problems, and we will focus on the Iterated Local Search (ILS) approach, a conceptually simple and efficient well-known metaheuristic. The main idea behind ILS is to drive the search not on the full space of all candidate solutions but on the solutions that are returned by some underlying algorithm; typically, local optimal solutions obtained by the application of a local search heuristic. This method has been applied to many different…

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  • ORSSA 2022 Afternoon Tutorial

    Iterated Local Search: Applications and Extensions by Professor Helena Ramalhinho Lourenço

    R 0,00

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