Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods

Particle swarm optimization

James Kennedy, R.C. Eberhart · 2002 · 47.5K citations

Architecture, Bioinformatics, Directed Evolution +7

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

Natural Sciences, Mathematics, Algorithms +10

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

Natural Sciences, Mathematics, Optimization +12

Ant system: optimization by a colony of cooperating agents

Marco Dorigo, Vittorio Maniezzo, A. Colorni · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1996 · 11.9K citations

Computing, Computer Science, Algorithms +16

Genetic Algorithms

John H. Holland · Scientific American · 1992 · 5.3K citations

Computing, Computational Engineering, Computer Science +10