CRAN/E | NMOF

NMOF

Numerical Methods and Optimization in Finance

Installation

About

Functions, examples and data from the first and the second edition of "Numerical Methods and Optimization in Finance" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658). The package provides implementations of optimisation heuristics (Differential Evolution, Genetic Algorithms, Particle Swarm Optimisation, Simulated Annealing and Threshold Accepting), and other optimisation tools, such as grid search and greedy search. There are also functions for the valuation of financial instruments such as bonds and options, for portfolio selection and functions that help with stochastic simulations.

Citation NMOF citation info
enricoschumann.net/NMOF.htm
gitlab.com/NMOF
git.sr.ht/~enricoschumann/NMOF
github.com/enricoschumann/NMOF

Key Metrics

Version 2.8-0
R ≥ 3.5
Published 2023-10-20 190 days ago
Needs compilation? no
License GPL-3
CRAN checks NMOF results

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Maintainer

Maintainer

Enrico Schumann

es@enricoschumann.net

Authors

Enrico Schumann

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

Finance
Optimization
ReproducibleResearch

Vignettes

An Overview of the NMOF Package
Fitting the Nelson–Siegel–Svensson model with Differential Evolution
Solving the N-Queens Problem with Local Search
Asset selection with Local Search
Robust Regression with Particle Swarm Optimisation and Differential Evolution
Portfolio Optimisation with Threshold Accepting
Functions for portfolio selection
Examples for the qTable function
Repairing solutions
Vectorised objective functions

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

NMOF archive

Depends

R ≥ 3.5

Imports

grDevices
graphics
parallel
stats
utils

Suggests

MASS
PMwR
RUnit
Rglpk
datetimeutils
openxlsx
quadprog
readxl
tinytest

Reverse Imports

AssetAllocation
MaxMC
PMwR

Reverse Suggests

MSCMT
neighbours