source: geniuswebcore/geniusweb/bidspace/pareto/ParetoPoint.py@ 88

Last change on this file since 88 was 88, checked in by Bart Vastenhouw, 3 years ago

Added python SimpleRunner GUI

File size: 2.0 KB
Line 
1from decimal import Decimal
2from typing import List, Dict
3
4from geniusweb.issuevalue.Bid import Bid
5from geniusweb.issuevalue.Value import Value
6from geniusweb.profile.utilityspace.LinearAdditive import LinearAdditive
7
8
9class ParetoPoint:
10 '''
11 A Paretopoint is a Bid together with an N-dimensional utility vector. This is
12 also a caching mechanism to avoid repeated utility computation of good bids.
13 This is a internal utility class to streamline pareto computations.
14 '''
15
16 def __init__(self, utils:List[Decimal] , bid:Bid):
17 '''
18 @param bid a (possibly partial) {@link Bid}
19 @param utils the utilities of the bid in all spaces, in order
20 '''
21 self._bid = bid;
22 self._utilities = list(utils)
23
24 @staticmethod
25 def create(bid:Bid , spaces:List[LinearAdditive]) -> "ParetoPoint":
26 '''
27 @param bid a (possibly partial) {@link Bid}
28 @param spaces the {@link LinearAdditive}s to consider
29 '''
30 utilities:List[Decimal] = []
31 for space in spaces:
32 utilities.append(space.getUtility(bid))
33 return ParetoPoint(utilities, bid)
34
35 def merge(self, otherpoint:"ParetoPoint") -> "ParetoPoint":
36 '''
37 Merges the issues from both bids and adds the utilities. This only works
38 correctly if the issues in other point are completely disjoint from our
39 bid issues.
40
41 @param otherpoint with the utils summed and the issue values merged
42 '''
43 summedutils:List[Decimal] = []
44 for n in range(len(self._utilities)):
45 summedutils.append(self._utilities[n] + otherpoint._utilities[n])
46
47 return ParetoPoint(summedutils, self._bid.merge(otherpoint.getBid()))
48
49 def isDominatedBy(self, other:"ParetoPoint") -> bool:
50 '''
51 @param other
52 @return true if this ParetoPoint is dominated by the other. That means
53 other has better or equal utilities in ALL dimensions.
54 '''
55 otherutils:List[Decimal] = other.getUtilities()
56 for i in range(len(self._utilities)):
57 if otherutils[i] < self._utilities[i]:
58 return False
59 return True
60
61 def getUtilities(self) -> List[Decimal]:
62 return self._utilities
63
64 def getBid(self) -> Bid:
65 return self._bid
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