multimodal-optimization

A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018

Hierarchy ranking method for multimodal multi-objective optimization with local Pareto fronts (IEEE TEVC 2023)

Algorithms, test suites & full data: comparative study of multimodal multi-objective EAs (SWEC 2023)

Coevolutionary framework for generalized multimodal multi-objective optimization (IEEE/CAA JAS 2023, in PlatEMO)

Self-Adjusting Evolutionary Algorithms for Multimodal Optimization

MultiCalib4DEB uses multimodal evolutionary optimization algorithms to calibrate dynamic energy budget models in DEBtool_M toolbox

MMEA-WI: weighted indicator-based EA for multimodal multi-objective optimization (TEVC 2021, included in PlatEMO)

Solving multi-modal optimization problem (Truck and Freighter) during master 2 class about transport optimization

Surrogate-assisted multimodal multi-objective optimization for hybrid renewable energy system (CAIS 2023)

Dual-scale co-evolutionary algorithm for multimodal multi-objective optimization (under review)

Source code, results and analysis of the resulting population of neurons from the article 'On the use of a multimodal optimizer for fitting neuron models. Application to the cerebellar granule cell. (2021) Front. in Neuroinf.

RWMMO: 20 certified real-world multimodal multi-objective problems with reference sets

CMD-CoEA: constrained multimodal dominance dual-population coevolutionary algorithm + CMMF benchmark suite (SWEC 2026)

Multimodal multi-objective EA for multiple path planning, CEC 2021 MMOPPO entry (CAIE 2022)

Two-stage robust differential evolution for robust multimodal optimization (under review)

RCMD-EA: robust constrained multimodal dominance EA for dynamic weapon-target assignment (SWEC 2026)