Metaheuristics: review and application

Abstract

The area of metaheuristics has grown immensely in the past two decades as a solution to real-world optimisation problems. They are able to perform well in situations where exact optimisation techniques fail to deliver satisfactory results. For complex optimisation problems (Nondeterministic polynomial time-hard problems), metaheuristic techniques are able to generate good quality solution in relatively much less time than traditional optimisation techniques. Metaheuristics find applications in a wide range of areas including finance, planning, scheduling and engineering design. This paper presents a review of various metaheuristic algorithms, their methodology, recent trends and applications.

Keywords::

• application of metaheuristics
• memetic algorithm
• P-metaheuristics
• S-metaheuristics