Natural-selection-model NPM

Natural Selection Model

:warning: This package is currently in BETA and not feature complete. This means breaking changes to the api may be made at any time. Be careful when upgrading!! Follow the progress toward feature completion here and keep up to date on work in progress here.

Introduction

@TODO add introduction

Installation

@TODO add installation instructions

Documentation

Vocabulary

Player

A Player in this simulation represents a single living unit. A Player has the following properties:

On any given turn, a Player will may perform one or more of the following actions:

Move around the Ground
Eat Food or other Players Player eating not implemented yet see #22
Reproduce
Die

Ground

The Ground is the plane in which all Players and Food interact with each other.

Food

Turn

Energy

Each Player will have some amount of Energy when they are created. This Energy will then be consumed while the Player moves. If a Player has no energy left, then that Player will be considered Dead.

Energy consumption of uses the following formula energyConsumption = mass * speed ^2 * sense.

A Player may replenish their available Energy by eating one of the following:

Moving to a piece of Food on the Ground. The Player will gain the amount of Energy defined by the Food in the energyAdditionForFood property.
Moving to a another Player at least 20% smaller than the Player. The Player eating will gain the Energy the Player being eaten has remaining. Player eating not implemented yet see #22

Time To Live

Each Player may have a Time To Live property. This dictates the maximum number of turns the Player will be an interactive movable entity on the ground. If the Player has not died before this number of turns, this Player will be killed.

The Time To Live property is set at the beginning of the simulation, and does not change during the simulation.

Speed

The number of actions that a Player will perform in a given turn. E.g. A Player with 1 speed will perform 1 action per turn, a Player with 2 speed will perform 2 actions per turn.

An action can be one of the following

Move. A Player can change it's position on the board.
Eat. A Player may consume a consumable entity.
Reproduce. A Player may reproduce, and add 1 child to the board.

Sense

Mutation

Reproduction

Death

When a player runs out of Energy, reaches its Time To Live or is eaten by another player.

Parameters

You may use the following parameters to configure different aspects of the simulation. The following options can be varied both in the cli command and programatically via the library.

General

The following parameters affect the general simulation

Name	Description	Required	Type	Default Value
width	The width of the ground the players will move around in.The width defines how many turns a player with 1 speed will take to cross from the left most position to the right most position on the ground`A player with 1 speed will take 10 turns to move from the left edge to the right edge of a ground of width 10.`	false	number	10
height	The height of the ground the players will move around in.The height defines how many turns a player with 1 speed will take to cross from the top most position to the bottom most position on the ground`A player with 1 speed will take 10 turns to move from the top edge to the bottom edge of a ground of width 10.`	false	number	10
maxNumOfTurns	The maximum number of turns to simulate.The simulation will terminate if either this number of turns is reached, or no players are left on the board.A "turn" is defined as complete when all players on the board have performed actions that correspond to their speed.`A player with 1 speed will complete 1 action in a turn. A player with 2 speed, will complete 2 actions in the same turn`	false	number	10000

Player

The following parameters affect players and their properties | Name | Description | Required | Type | Default Value | |----------------------|---------------------------------------------------------------------------------------------------------------------|:--------:|:------:|:-------------:| | initalNumOfPlayers | The number of players on the ground on the first turn. These players will be put in random positions on the ground. | false | number | 10 | | startingPlayerEnergy | The amount of energy a newly created player starts with. | false | number | 1000 | | startingPlayerSpeed | The initial speed of all the players on the ground. | false | number | 1 |

Time To Live

The following parameters affect players life length | Name | Description | Required | Type | Default Value | |-------------------------|-----------------------------------------------------------------------------------------------------------|:--------:|:-------:|:-------------:| | useTimeToLive | Should a player have a time to live. If this is not set, then a player lives until their energy runs out. | false | boolean | true | | defaultPlayerTimeToLive | The mamimum number of turns a player can be alive for. Is only respected if useTimeToLive is set. | false | number | 100 |

Sense

The following parameters affect players ability to see things around them on the board | Name | Description | Required | Type | Default Value | |----------------------|---------------------------------------------------------------------------------------------------------------|:--------:|:-------:|:-------------:| | useSense | Should players be able to see what is around them. If not set, the player always moves in a random direction. | false | boolean | true | | defaultSense | How many positions around the players on the ground on the first turn should be able so see. | false | number | 1 | | mutateSense | Should a child player sense mutate from their parent during reproducton. | false | boolean | true |

Speed

The following parameters affect players movements | Name | Description | Required | Type | Default Value | |----------------------|--------------------------------------------------------------------------|:--------:|:-------:|:-------------:| | startingPlayerSpeed | The speed of players on the ground on the first turn. | false | number | 1 | | shouldMutateSpeed | Should a child player speed mutate from their parent during reproducton. | false | boolean | true |

Food

The following parameters affect food and their properties | Name | Description | Required | Type | Default Value | |-----------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------:|:------:|:-------------:| | initialNumOfFood | The number of pieces of food on the ground on the first turn. This food will be put in random positions on the ground. | false | number | 10 | | numOfTurnsBetweenFood | The number of turns between addition on new food to the ground. The amount of food added will be dependant on the initialNumOfFood parameter. | false | number | 1000 | | energyAdditionForFood | The amount of energy a player gains from eating this food.A player with 1 energy eating food with energyAdditionForFood 10 will end up with 11 energy. | false | number | 1000 |

Contributing

Please read our code of conduct and contributing guidelines before contributing.

bunyan bunyan-format deep-equal knuth-shuffle lodash.groupby median uuid yargs

@everything-registry/sub-chunk-2249

0.0.8

4 years ago

0.0.7

4 years ago

0.0.6

4 years ago

natural-selection-model v0.0.8