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-;; Random number generators
-
-;; by Konrad Hinsen
-;; last updated May 3, 2009
-
-;; Copyright (c) Konrad Hinsen, 2009. All rights reserved. The use
-;; and distribution terms for this software are covered by the Eclipse
-;; Public License 1.0 (http://opensource.org/licenses/eclipse-1.0.php)
-;; which can be found in the file epl-v10.html at the root of this
-;; distribution. By using this software in any fashion, you are
-;; agreeing to be bound by the terms of this license. You must not
-;; remove this notice, or any other, from this software.
-
-(ns
- #^{:author "Konrad Hinsen"
- :doc "Random number streams
-
- This library provides random number generators with a common
- stream interface. They all produce pseudo-random numbers that are
- uniformly distributed in the interval [0, 1), i.e. 0 is a
- possible value but 1 isn't. For transformations to other
- distributions, see clojure.contrib.probabilities.monte-carlo.
-
- At the moment, the only generator provided is a rather simple
- linear congruential generator."}
- clojure.contrib.probabilities.random-numbers
- (:refer-clojure :exclude (deftype))
- (:use [clojure.contrib.types :only (deftype)])
- (:use [clojure.contrib.stream-utils :only (defstream)])
- (:use [clojure.contrib.def :only (defvar)]))
-
-;; Linear congruential generator
-;; http://en.wikipedia.org/wiki/Linear_congruential_generator
-
-(deftype ::lcg lcg
- "Create a linear congruential generator"
- {:arglists '([modulus multiplier increment seed])}
- (fn [modulus multiplier increment seed]
- {:m modulus :a multiplier :c increment :seed seed})
- (fn [s] (map s (list :m :a :c :seed))))
-
-(defstream ::lcg
- [lcg-state]
- (let [{m :m a :a c :c seed :seed} lcg-state
- value (/ (float seed) (float m))
- new-seed (rem (+ c (* a seed)) m)]
- [value (assoc lcg-state :seed new-seed)]))
-
-;; A generator based on Clojure's built-in rand function
-;; (and thus random from java.lang.Math)
-;; Note that this generator uses an internal mutable state.
-;;
-;; The state is *not* stored in the stream object and can thus
-;; *not* be restored!
-
-(defvar rand-stream (with-meta 'rand {:type ::rand-stream})
- "A random number stream based on clojure.core/rand. Note that this
- generator uses an internal mutable state. The state is thus not stored
- in the stream object and cannot be restored.")
-
-(defstream ::rand-stream
- [dummy-state]
- [(rand) dummy-state])