source: src/main/java/agents/anac/y2014/DoNA/DoNA.java@ 93

Last change on this file since 93 was 1, checked in by Wouter Pasman, 6 years ago

Initial import : Genius 9.0.0
File size: 36.3 KB
Line 
1package agents.anac.y2014.DoNA;
2
3import java.util.ArrayList;
4import java.util.Collections;
5import java.util.HashMap;
6import java.util.List;
7import java.util.Random;
8
9import genius.core.Agent;
10import genius.core.Bid;
11import genius.core.actions.Accept;
12import genius.core.actions.Action;
13import genius.core.actions.DefaultAction;
14import genius.core.actions.EndNegotiation;
15import genius.core.actions.Offer;
16import genius.core.issue.Issue;
17import genius.core.issue.IssueDiscrete;
18import genius.core.issue.IssueInteger;
19import genius.core.issue.IssueReal;
20import genius.core.issue.Value;
21import genius.core.issue.ValueInteger;
22import genius.core.issue.ValueReal;
23
24/**
25 * @author Eden Erez
26 * @since 2014-03-21
27 */
28public class DoNA extends Agent {
29
30 boolean isPrinting = false;
31 ClearDefaultStrategy defaultStrategy;
32 private Bid firstBidOfOpponent, lastBidOfOpponent;
33 private Bid maxUtilityBid;
34 private Bid minUtilityBid;
35 private double maxUtility;
36 private double minUtility;
37 private double UtilityRange;
38 private OpponentBidHistory opponentBidHistory;
39 private double averageResponseTime;
40 private double stiaResponseTime;
41 int numOfRounds;
42 boolean NotFirstTime;
43
44 private double theTimeIAmReadyToInvestInNegotiation;
45 private double theMotivationIHaveToInvestInNegotiation;
46
47 private int countBid;
48 private double MyOfferedUtility;
49 boolean IConcedeLast;
50 boolean IsPrintForDebug;
51 int numberOfStepsDoneByOpponent;
52
53 private Action actionOfPartner = null;
54 private double stia = 0;
55 HashMap<Double, Bid> hashBids;
56 ArrayList<Double> arrSamples;
57
58 HashMap<Double, Bid> otherHashBids;
59 ArrayList<Double> otherArrSamples;
60
61 HashMap<Double, Bid> alternativeHashBids;
62 ArrayList<Double> alternativeArrSamples;
63
64 double[] timeArr;
65 int currentTimeIndex = 0;
66
67 boolean highReservation;// = (utilitySpace.getReservationValue() >=
68 // 0.8);//(minUtility+0.75*UtilityRange));
69 boolean midReservation;// = (utilitySpace.getReservationValue() < 0.8 &&
70 // utilitySpace.getReservationValue() >
71 // 0.2);//(minUtility+0.75*UtilityRange) &&
72 // utilitySpace.getReservationValue() >=
73 // (minUtility+0.375*UtilityRange));
74 boolean lowReservation;// = (utilitySpace.getReservationValue() <=
75 // 0.2);//(minUtility+0.375*UtilityRange));
76
77 boolean highDiscount;// = (utilitySpace.getDiscountFactor() >= 0.8);
78 boolean midDiscount;// = (utilitySpace.getDiscountFactor() < 0.8 &&
79 // utilitySpace.getDiscountFactor() > 0.2);
80 boolean lowDiscount;// = (utilitySpace.getDiscountFactor() <= 0.2);
81 double R, D;
82 double UtilityFactor;
83 double EndFactor;
84 double TimeFactor;
85
86 int numOfSamplesForAvgTime;
87 double sumUtil = 0;
88 int numOfUtil = 0;
89 Action lastAction;
90 double dblMinUtil = 0.0;
91 double myMinUtil = 1;
92 boolean flagStopExplor;
93 int countOffer;
94 long DomainSize;
95
96 @Override
97 public void init() {
98
99 DomainSize = utilitySpace.getDomain().getNumberOfPossibleBids();
100
101 if (DomainSize > 1 && DomainSize < 1000000) {
102 defaultStrategy = new ClearDefaultStrategy();
103 defaultStrategy.utilitySpace = utilitySpace;
104 defaultStrategy.timeline = timeline;
105
106 defaultStrategy.init(getAgentID());
107 return;
108 }
109
110 highReservation = (utilitySpace.getReservationValue() >= 0.8);// (minUtility+0.75*UtilityRange));
111 midReservation = (utilitySpace.getReservationValue() < 0.8
112 && utilitySpace.getReservationValue() > 0.2);// (minUtility+0.75*UtilityRange)
113 // &&
114 // utilitySpace.getReservationValue()
115 // >=
116 // (minUtility+0.375*UtilityRange));
117 lowReservation = (utilitySpace.getReservationValue() <= 0.2);// (minUtility+0.375*UtilityRange));
118
119 highDiscount = (utilitySpace.getDiscountFactor() >= 0.8);
120 midDiscount = (utilitySpace.getDiscountFactor() < 0.8
121 && utilitySpace.getDiscountFactor() > 0.2);
122 lowDiscount = (utilitySpace.getDiscountFactor() <= 0.2);
123 R = utilitySpace.getReservationValue();
124 D = utilitySpace.getDiscountFactor();
125
126 int numOfSamples = 100000;
127 numOfSamplesForAvgTime = 12;
128
129 if ((highReservation) || (midReservation && lowDiscount)) {
130 return;
131 }
132
133 try {
134 if (utilitySpace.getReservationValue() > 0
135 && utilitySpace.getReservationValue() < 1
136 && utilitySpace.getDiscountFactor() < 1)
137 theTimeIAmReadyToInvestInNegotiation = Math
138 .sqrt(Math.sqrt(1 - utilitySpace.getReservationValue())
139 * Math.sqrt(utilitySpace.getDiscountFactor()));
140 /*
141 * (1-utilitySpace.getReservationValue())
142 *
143 * Math.pow(utilitySpace.getDiscountFactor(),2)
144 *
145 * 2;
146 */
147 else
148 theTimeIAmReadyToInvestInNegotiation = 1.0;
149
150 numOfRounds = 0;
151 firstBidOfOpponent = lastBidOfOpponent = null;
152 opponentBidHistory = new OpponentBidHistory();
153 opponentBidHistory
154 .initializeDataStructures(utilitySpace.getDomain());
155 NotFirstTime = false;
156 countBid = 0;
157 MyOfferedUtility = 2;
158 IConcedeLast = false;
159 IsPrintForDebug = false;
160
161 } catch (Exception e) {
162 System.out.println("initialization error" + e.getMessage());
163 }
164
165 numOfUtil = 0;
166 sumUtil = 0;
167 arrSamples = new ArrayList<Double>();
168 hashBids = new HashMap<Double, Bid>();
169 otherHashBids = new HashMap<Double, Bid>();
170 otherArrSamples = new ArrayList<Double>();
171 alternativeHashBids = new HashMap<Double, Bid>();
172 alternativeArrSamples = new ArrayList<Double>();
173
174 for (int i = 0; i < numOfSamples; i++) {
175 lastAction = chooseRandomBidAction(0);
176 Bid myBid = ((Offer) lastAction).getBid();
177 // myBid = getBestNigberBid(myBid,0);
178 double myOfferedUtil = getUtility(myBid);
179 numOfUtil++;
180 // System.out.println("numOfUtil: " + numOfUtil);
181 sumUtil += myOfferedUtil;
182 hashBids.put(myOfferedUtil, myBid);
183 arrSamples.add(myOfferedUtil);
184 }
185 double avg = sumUtil / numOfUtil;
186 if (isPrinting)
187 System.out.println("m=" + (avg));
188
189 double sumAll = 0;
190 for (Double double1 : arrSamples) {
191 sumAll += Math.pow(double1 - avg, 2);
192 }
193 stia = Math.pow(sumAll / numOfSamples, 0.5);
194 if (isPrinting)
195 System.out.println("S=" + stia);
196 dblMinUtil = 2.4 * stia + avg * 1.2;
197
198 opponentBidHistory = new OpponentBidHistory();
199 opponentBidHistory.initializeDataStructures(utilitySpace.getDomain());
200
201 Collections.sort(arrSamples);
202
203 maxUtilityBid = hashBids.get(arrSamples.get(arrSamples.size() - 10));
204 maxUtility = getUtility(maxUtilityBid);
205
206 if (dblMinUtil > maxUtility)
207 dblMinUtil = maxUtility;
208
209 minUtilityBid = hashBids.get(arrSamples.get(arrSamples.size() - 100));
210 minUtility = getUtility(minUtilityBid);
211
212 if (dblMinUtil < minUtility)
213 dblMinUtil = minUtility;
214
215 maxUtilityBid = hashBids.get(arrSamples.get(arrSamples.size() - 1));
216 minUtilityBid = hashBids.get(arrSamples.get(0));
217 myMinUtil = 1;
218 try {
219 maxUtility = utilitySpace.getUtility(maxUtilityBid);
220 minUtility = utilitySpace.getUtility(minUtilityBid);
221 myMinUtil = maxUtility;
222
223 } catch (Exception e) {
224 // TODO Auto-generated catch block
225 e.printStackTrace();
226 }
227
228 lastAction = new Offer(getAgentID(), maxUtilityBid);
229 countOffer = arrSamples.size() - 1;
230
231 timeArr = new double[numOfSamplesForAvgTime];
232 int currentTimeIndex = 0;
233
234 theMotivationIHaveToInvestInNegotiation = dblMinUtil
235 - utilitySpace.getReservationValue();
236 UtilityFactor = (1 - (D - 0.2) * 5 / 3) * 0.1 + 0.05;
237 EndFactor = (1 - R * 5 / 4) / (1 / (dblMinUtil - R));
238 TimeFactor = 1 / (((D - 0.2) / 0.6) * (1 - EndFactor) + EndFactor);
239 flagStopExplor = false;
240 }
241
242 @Override
243 public void ReceiveMessage(Action opponentAction) {
244
245 if (DomainSize > 1 && DomainSize < 1000000) {
246 defaultStrategy.ReceiveMessage(opponentAction);
247 return;
248 }
249
250 actionOfPartner = opponentAction;
251 if (opponentAction instanceof Offer) {
252 lastBidOfOpponent = ((Offer) opponentAction).getBid();
253 if (firstBidOfOpponent == null)
254 firstBidOfOpponent = lastBidOfOpponent;
255
256 double remainingTime = timeline.getTime();
257 double weight = remainingTime * 100;
258 opponentBidHistory.updateOpponentModel(lastBidOfOpponent, weight,
259 utilitySpace);
260
261 numOfRounds++;
262
263 double dbltime = timeline.getTime();
264 timeArr[currentTimeIndex] = dbltime;
265 currentTimeIndex++;
266 if (currentTimeIndex == numOfSamplesForAvgTime) {
267 currentTimeIndex = 0;
268 averageResponseTime = (timeArr[numOfSamplesForAvgTime - 1]
269 - timeArr[0]) / (numOfSamplesForAvgTime - 1);
270 double sumAll = 0;
271 for (int i = 1; i < numOfSamplesForAvgTime; i++) {
272 sumAll += Math.pow(
273 timeArr[i] - timeArr[i - 1] - averageResponseTime,
274 2);
275 }
276 stiaResponseTime = Math
277 .pow(sumAll / (numOfSamplesForAvgTime - 1), 0.5);
278
279 NotFirstTime = true;
280 // averageResponseTime = timeline.getTime() / numOfRounds;
281 }
282
283 numberOfStepsDoneByOpponent = opponentBidHistory
284 .getNumberOfDistinctBids();
285 }
286
287 }
288
289 int countRRR = 0;
290
291 @Override
292 public Action chooseAction() {
293
294 // if(NotFirstTime==false)
295 // return cleanEndNegotiation();
296
297 if (DomainSize > 1 && DomainSize < 1000000) {
298 return defaultStrategy.chooseAction();
299 }
300
301 if (highReservation || (midReservation && lowDiscount)
302 || theMotivationIHaveToInvestInNegotiation <= 0.1) {
303 return cleanEndNegotiation();
304 }
305
306 double lastBidOfOpponentUtil = 0;
307 try {
308 lastBidOfOpponentUtil = lastBidOfOpponent == null ? 0
309 : utilitySpace.getUtility(lastBidOfOpponent);
310 } catch (Exception e1) {
311 // TODO Auto-generated catch block
312 e1.printStackTrace();
313 }
314
315 if ((lastBidOfOpponentUtil > dblMinUtil
316 || lastBidOfOpponentUtil > myMinUtil)
317 && lastBidOfOpponentUtil > R) {
318 if (isPrinting)
319 System.out.println("Accept1 Util: " + lastBidOfOpponentUtil);
320 if (R > utilitySpace.getUtilityWithDiscount(lastBidOfOpponent,
321 timeline.getTime()))
322 return cleanEndNegotiation();
323 return new Accept(getAgentID(), lastBidOfOpponent);
324 }
325
326 double currentTime = timeline.getTime();
327
328 // check BEST neighbor with highest utility
329 if (actionOfPartner != null) {
330 Bid Nbid = getBestNigberBid(
331 DefaultAction.getBidFromAction(actionOfPartner), 0);
332 double dblNbid = getUtility(Nbid);
333 if (dblNbid > dblMinUtil && currentTime < 0.9) {
334 alternativeHashBids.put(dblNbid, Nbid);
335 alternativeArrSamples.add(dblNbid);
336 Collections.sort(alternativeArrSamples);
337 }
338 }
339
340 if (isPrinting)
341 System.out.println("111111111111111111111");
342 if (highDiscount) {
343 if (NotFirstTime == false) {
344 Bid curBid = hashBids.get(arrSamples.get(countOffer));
345 lastAction = cleanOffer(curBid, lastBidOfOpponentUtil);
346 return lastAction;
347 }
348
349 double utilOfBid = 0;
350 double utilOflastBidOfOpponent = 0;
351 double utilOfBestBidOfOppenent = 0;
352
353 try {
354 utilOfBid = utilitySpace.getUtility(lastBidOfOpponent);
355 utilOflastBidOfOpponent = utilOfBid;
356 utilOfBestBidOfOppenent = utilitySpace.getUtility(
357 this.opponentBidHistory.getBestBidInHistory());
358 } catch (Exception e) {
359 System.out.println(
360 "Exception in ChooseAction1:" + e.getMessage());
361
362 lastAction = cleanOffer(
363 hashBids.get(arrSamples.get(countOffer)),
364 lastBidOfOpponentUtil); // best
365 // guess
366 // if
367 // things
368 // go
369 // wrong.
370
371 }
372
373 int FactorOfAverageResponseTime = 1;
374 Bid bid;
375 if (currentTime >= 1 - FactorOfAverageResponseTime
376 * (averageResponseTime + 2 * stiaResponseTime)) { // last
377 // last
378 // moment
379 if (utilitySpace.getReservationValue() > utilOfBid) {
380 if (isPrinting)
381 System.out.println("Enddddddddddddd 1111111111111");
382 return cleanEndNegotiation();
383 } else {
384 if (isPrinting)
385 System.out.println("Accept2 Util: " + utilOfBid);
386 if (R > utilitySpace.getUtilityWithDiscount(
387 lastBidOfOpponent, timeline.getTime()))
388 return cleanEndNegotiation();
389 return new Accept(getAgentID(), lastBidOfOpponent);
390 }
391 } else if (currentTime >= 1 - Math.pow(2, 1)
392 * FactorOfAverageResponseTime * averageResponseTime) { // one
393 // before
394 // last
395 // moment
396 if (isPrinting)
397 System.out.println(
398 "averageResponseTime: " + averageResponseTime);
399 if (isPrinting)
400 System.out.println("Math.pow(2,1): " + Math.pow(2, 1));
401 if (isPrinting)
402 System.out.println("currentTime: " + currentTime + " / "
403 + (1 - Math.pow(2, 1) * FactorOfAverageResponseTime
404 * averageResponseTime));
405 if (utilitySpace.getReservationValue() > utilOfBestBidOfOppenent
406 && utilitySpace
407 .getReservationValue() > utilOflastBidOfOpponent) {
408 if (isPrinting)
409 System.out.println("Enddddddddddddd 2222222222222");
410
411 return cleanEndNegotiation();
412 } else if (utilOflastBidOfOpponent >= utilOfBestBidOfOppenent) {
413 if (isPrinting)
414 System.out.println(
415 "Accept3 Util: " + utilOflastBidOfOpponent);
416 if (R > utilitySpace.getUtilityWithDiscount(
417 lastBidOfOpponent, timeline.getTime()))
418 return cleanEndNegotiation();
419
420 return new Accept(getAgentID(), lastBidOfOpponent);
421 } else {
422 double dblutility = getUtility(
423 this.opponentBidHistory.getBestBidInHistory());
424 if (isPrinting)
425 System.out.println("Offer best history: " + dblutility);
426 return new Offer(getAgentID(),
427 this.opponentBidHistory.getBestBidInHistory());
428 }
429 }
430 if (isPrinting)
431 System.out.println("222222222222222222222");
432
433 return FastLastMomentStrategyWithoutEndNegotiation(
434 dblMinUtil + 0.25 * stia, dblMinUtil, currentTime);
435 }
436 if (lowDiscount) {
437 return FastStrategy();
438 }
439
440 if (NotFirstTime == false) {
441 Bid curBid = hashBids.get(arrSamples.get(countOffer));
442 lastAction = cleanOffer(curBid, lastBidOfOpponentUtil);
443 return lastAction;
444 }
445
446 // System.out.println("TimeFactor: " + TimeFactor);
447 currentTime = timeline.getTime() * TimeFactor;
448
449 double utilOfBid = 0;
450 double utilOflastBidOfOpponent = 0;
451 double utilOfBestBidOfOppenent = 0;
452
453 try {
454 utilOfBid = utilitySpace.getUtility(lastBidOfOpponent);
455 utilOflastBidOfOpponent = utilOfBid;
456 utilOfBestBidOfOppenent = utilitySpace
457 .getUtility(this.opponentBidHistory.getBestBidInHistory());
458 } catch (Exception e) {
459 System.out.println("Exception in ChooseAction2:" + e.getMessage());
460 lastAction = cleanEndNegotiation(); // best guess if things go
461 // wrong.
462 }
463
464 int FactorOfAverageResponseTime = 1;
465 Bid bid;
466 if (currentTime >= 1 - FactorOfAverageResponseTime
467 * (averageResponseTime + 2 * stiaResponseTime)) { // last
468 // last
469 // moment
470 if (utilitySpace.getReservationValue() > utilOfBid) {
471 if (isPrinting)
472 System.out.println("Enddddddddddddd 3333333333333");
473
474 return cleanEndNegotiation();
475 } else {
476 if (isPrinting)
477 System.out.println("Accept4 Util: " + utilOfBid);
478 if (R > utilitySpace.getUtilityWithDiscount(lastBidOfOpponent,
479 timeline.getTime()))
480 return cleanEndNegotiation();
481
482 return new Accept(getAgentID(), lastBidOfOpponent);
483 }
484 } else if (currentTime >= 1 - Math.pow(2, 1)
485 * FactorOfAverageResponseTime * averageResponseTime) { // one
486 // before
487 // last
488 // moment
489 if (utilitySpace.getReservationValue() > utilOfBestBidOfOppenent
490 && utilitySpace
491 .getReservationValue() > utilOflastBidOfOpponent) {
492 if (isPrinting)
493 System.out.println("Enddddddddddddd 444444444444");
494
495 return cleanEndNegotiation();
496 } else if (utilOflastBidOfOpponent >= utilOfBestBidOfOppenent) {
497 if (isPrinting)
498 System.out.println(
499 "Accept5 Util: " + utilOflastBidOfOpponent);
500 if (R > utilitySpace.getUtilityWithDiscount(lastBidOfOpponent,
501 timeline.getTime()))
502 return cleanEndNegotiation();
503
504 return new Accept(getAgentID(), lastBidOfOpponent);
505 } else
506 return new Offer(getAgentID(),
507 this.opponentBidHistory.getBestBidInHistory());
508 }
509
510 return FastLastMomentStrategyWithoutEndNegotiation(
511 dblMinUtil - UtilityFactor + 0.25 * stia,
512 dblMinUtil - UtilityFactor, currentTime);
513
514 }
515
516 /**
517 * If the utility of the given bid is better than the reservation value -
518 * offer it. Otherwise - return EndNegotiation.
519 *
520 * @throws Exception
521 */
522 private Action EndNegotiationOrAcceptOrNewOfferr(Bid myOfferedBid)
523 throws Exception {
524 double lastBidOfOpponentUtility = (lastBidOfOpponent == null ? 0
525 : utilitySpace.getUtility(lastBidOfOpponent));
526
527 double MyOfferedUtility = utilitySpace.getUtility(myOfferedBid);
528
529 Bid bestOpponentBid = this.opponentBidHistory.getBestBidInHistory();
530
531 double bestOpponentBidUtility = (bestOpponentBid == null)
532 ? utilitySpace.getUtility(this.minUtilityBid)
533 : utilitySpace.getUtility(bestOpponentBid);
534
535 double endNegotiationUtility = utilitySpace.getReservationValue();
536
537 // 1st priority - EndNegotiation is the best choice
538 if (endNegotiationUtility >= MyOfferedUtility
539 && endNegotiationUtility >= bestOpponentBidUtility
540 && endNegotiationUtility >= lastBidOfOpponentUtility) {
541 if (isPrinting)
542 System.out.println("Enddddddddddddd 5555555555555555");
543
544 return cleanEndNegotiation();
545 }
546
547 // 2nd priority - Accept (lastBidOfOpponentUtil) is the best choice
548 else if (lastBidOfOpponentUtility >= bestOpponentBidUtility
549 && lastBidOfOpponentUtility >= MyOfferedUtility
550 && lastBidOfOpponentUtility >= endNegotiationUtility) {
551 if (isPrinting)
552 System.out.println("Accept6 Util: " + lastBidOfOpponentUtility);
553 if (R > utilitySpace.getUtilityWithDiscount(lastBidOfOpponent,
554 timeline.getTime()))
555 return cleanEndNegotiation();
556
557 return new Accept(getAgentID(), lastBidOfOpponent);
558 }
559
560 // 3rd priority - bestOpponentBidUtility is the best choice
561 else if (bestOpponentBidUtility >= lastBidOfOpponentUtility
562 && bestOpponentBidUtility >= MyOfferedUtility
563 && bestOpponentBidUtility >= endNegotiationUtility) {
564 if (isPrinting)
565 System.out.println(
566 "new Offer(this.opponentBidHistory.getBestBidInHistory())");
567 return new Offer(getAgentID(),
568 this.opponentBidHistory.getBestBidInHistory());
569 }
570
571 // 4th priority - myOfferedBid
572 else {
573 if (isPrinting)
574 System.out.println("else");
575 lastAction = cleanOffer(myOfferedBid, lastBidOfOpponentUtility);
576 MyOfferedUtility = utilitySpace
577 .getUtility(DefaultAction.getBidFromAction(lastAction));
578 if (isPrinting)
579 System.out.println(
580 "else MyOfferedUtility 333: " + MyOfferedUtility);
581 return lastAction;
582 }
583 }
584
585 /**
586 * This strategy tries to achieve an agreement as fast as possible.
587 */
588 public Action FastStrategy() {
589 Bid curBid = hashBids.get(arrSamples.get(countOffer--));
590 lastAction = new Offer(getAgentID(), curBid);
591 try {
592 return EndNegotiationOrAcceptOrNewOfferr(curBid);
593 } catch (Exception e) {
594 System.out.println("Exception in ChooseAction3:" + e.getMessage());
595 return cleanEndNegotiation();
596 }
597 }
598
599 @Override
600 public String getName() {
601 return "DoNA";
602 }
603
604 private Bid getRandomBid(double minUtil) throws Exception {
605 HashMap<Integer, Value> values = new HashMap<Integer, Value>(); // pairs
606 // <issuenumber,chosen
607 // value
608 // string>
609 List<Issue> issues = utilitySpace.getDomain().getIssues();
610 Random randomnr = new Random();
611
612 double tmpMinUtil = 0, currentUtil = 0;
613 // create a random bid with utility>MINIMUM_BID_UTIL.
614 // note that this may never succeed if you set MINIMUM too high!!!
615 // in that case we will search for a bid till the time is up (3 minutes)
616 // but this is just a simple agent.
617 Bid bid = null;
618 int countTimes = 0;
619 do {
620 countTimes++;
621 tmpMinUtil = UpdateMinUtil(minUtil);
622 for (Issue lIssue : issues) {
623 switch (lIssue.getType()) {
624 case DISCRETE:
625 IssueDiscrete lIssueDiscrete = (IssueDiscrete) lIssue;
626 int optionIndex = randomnr
627 .nextInt(lIssueDiscrete.getNumberOfValues());
628 values.put(lIssue.getNumber(),
629 lIssueDiscrete.getValue(optionIndex));
630 break;
631 case REAL:
632 IssueReal lIssueReal = (IssueReal) lIssue;
633 int optionInd = randomnr.nextInt(
634 lIssueReal.getNumberOfDiscretizationSteps() - 1);
635 values.put(lIssueReal.getNumber(), new ValueReal(lIssueReal
636 .getLowerBound()
637 + (lIssueReal.getUpperBound()
638 - lIssueReal.getLowerBound()) * (optionInd)
639 / (lIssueReal
640 .getNumberOfDiscretizationSteps())));
641 break;
642 case INTEGER:
643 IssueInteger lIssueInteger = (IssueInteger) lIssue;
644 int optionIndex2 = lIssueInteger.getLowerBound()
645 + randomnr.nextInt(lIssueInteger.getUpperBound()
646 - lIssueInteger.getLowerBound());
647 values.put(lIssueInteger.getNumber(),
648 new ValueInteger(optionIndex2));
649 break;
650 default:
651 throw new Exception("issue type " + lIssue.getType()
652 + " not supported by SimpleAgent2");
653 }
654 }
655 bid = new Bid(utilitySpace.getDomain(), values);
656 // System.out.println("sumUtil/numOfUtil: " + (sumUtil/numOfUtil));
657 currentUtil = getUtility(bid);
658 // System.out.println("currentUtil: " + currentUtil + " / " +
659 // tmpMinUtil);
660 if (currentUtil >= dblMinUtil) {
661 otherHashBids.put(currentUtil, bid);
662 otherArrSamples.add(currentUtil);
663 }
664 if (countTimes >= 150000)
665 flagStopExplor = true;
666 } while (currentUtil < tmpMinUtil && otherArrSamples.size() < 500
667 && (flagStopExplor == false));
668
669 if (otherArrSamples.size() > 0) {
670 Collections.sort(otherArrSamples);
671 double tmpUtil = otherArrSamples.get(otherArrSamples.size() - 1);
672 bid = otherHashBids.get(tmpUtil);
673 otherArrSamples.remove(tmpUtil);
674 otherHashBids.remove(tmpUtil);
675 } else {
676 if (currentUtil < tmpMinUtil) {
677 bid = hashBids.get(arrSamples.get(arrSamples.size() - 1));
678 }
679 }
680 return bid;
681 }
682
683 private double UpdateMinUtil(double minUtil) {
684 double k = 0.01;
685 double time = timeline.getTime();
686 return minUtil - (time / k) * 0.01 * stia * 0.5;
687 }
688
689 private Action chooseRandomBidAction(double minUtil) {
690 double lastBidOfOpponentUtil = lastBidOfOpponent == null ? 0
691 : getUtility(lastBidOfOpponent);
692 Bid nextBid = null;
693 try {
694 nextBid = getRandomBid(minUtil);
695 } catch (Exception e) {
696 System.out.println("Problem with received bid:" + e.getMessage()
697 + ". cancelling bidding");
698 }
699 if (nextBid == null)
700 return cleanOffer(
701 hashBids.get(arrSamples.get(arrSamples.size() - 1)),
702 lastBidOfOpponentUtil);
703 if (lastBidOfOpponent == null)
704 return new Offer(getAgentID(), nextBid);
705 else {
706 if (isPrinting)
707 System.out
708 .println("chooseRandomBidAction-lastBidOfOpponentUtil: "
709 + lastBidOfOpponentUtil);
710 return cleanOffer(nextBid, lastBidOfOpponentUtil);
711 }
712 }
713
714 private Bid getBestNigberBid(Bid currentBid, int deep) {
715 HashMap<Integer, Value> tmpvalues;
716 List<Issue> issues = utilitySpace.getDomain().getIssues();
717
718 double secondMaxUtil = 0;
719 double maxUtil = 0;
720 Bid secondBestBid = null;
721 Bid bestBid = null;
722 Bid newBid;
723 double newUtil;
724 int numOfValues;
725 for (Issue lIssue : issues) {
726 switch (lIssue.getType()) {
727 case DISCRETE:
728 IssueDiscrete lIssueDiscrete = (IssueDiscrete) lIssue;
729 numOfValues = lIssueDiscrete.getNumberOfValues();
730 for (int optionIndex = 0; optionIndex < numOfValues; optionIndex++) {
731
732 newBid = currentBid;
733 newBid = newBid.putValue(lIssue.getNumber(),
734 lIssueDiscrete.getValue(optionIndex));
735 if (deep > 0) {
736 newBid = getBestNigberBid(newBid, deep - 1);
737 }
738 newUtil = getUtility(newBid);
739 if (newUtil >= maxUtil) {
740 secondMaxUtil = maxUtil;
741 maxUtil = newUtil;
742 secondBestBid = bestBid;
743 bestBid = newBid;
744 } else if (newUtil >= secondMaxUtil) {
745 secondMaxUtil = newUtil;
746 secondBestBid = newBid;
747 }
748 }
749 break;
750 case REAL:
751 IssueReal lIssueReal = (IssueReal) lIssue;
752 numOfValues = lIssueReal.getNumberOfDiscretizationSteps() - 1;
753 for (int optionInd = 0; optionInd < numOfValues; optionInd++) {
754 newBid = currentBid;
755 newBid = newBid.putValue(lIssue.getNumber(), new ValueReal(
756 lIssueReal.getLowerBound() + (lIssueReal
757 .getUpperBound()
758 - lIssueReal.getLowerBound()) * (optionInd)
759 / (lIssueReal
760 .getNumberOfDiscretizationSteps())));
761 if (deep > 0) {
762 newBid = getBestNigberBid(newBid, deep - 1);
763 }
764 newUtil = getUtility(newBid);
765 if (newUtil >= maxUtil) {
766 secondMaxUtil = maxUtil;
767 maxUtil = newUtil;
768 secondBestBid = bestBid;
769 bestBid = newBid;
770 } else if (newUtil >= secondMaxUtil) {
771 secondMaxUtil = newUtil;
772 secondBestBid = newBid;
773 }
774 }
775 break;
776 case INTEGER:
777 IssueInteger lIssueInteger = (IssueInteger) lIssue;
778
779 numOfValues = lIssueInteger.getUpperBound()
780 - lIssueInteger.getLowerBound();
781 for (int optionIndex2 = lIssueInteger
782 .getLowerBound(); optionIndex2 < numOfValues; optionIndex2++) {
783 newBid = currentBid;
784 newBid = newBid.putValue(lIssue.getNumber(),
785 new ValueInteger(optionIndex2));
786 if (deep > 0) {
787 newBid = getBestNigberBid(newBid, deep - 1);
788 }
789 newUtil = getUtility(newBid);
790 if (newUtil >= maxUtil) {
791 secondMaxUtil = maxUtil;
792 maxUtil = newUtil;
793 secondBestBid = bestBid;
794 bestBid = newBid;
795 } else if (newUtil >= secondMaxUtil) {
796 secondMaxUtil = newUtil;
797 secondBestBid = newBid;
798 }
799 }
800 break;
801
802 }
803 }
804 if (bestBid.equals(currentBid))
805 return secondBestBid;
806 else
807 return bestBid;
808 }
809
810 public Action FastStrategyWithoutEndNegotiation(double VirtulReservation) {
811 if (myMinUtil > VirtulReservation)
812 myMinUtil = VirtulReservation;
813
814 try {
815 double lastBidOfOpponentUtil = lastBidOfOpponent == null ? 0
816 : utilitySpace.getUtility(lastBidOfOpponent);
817 Bid curBid = hashBids.get(arrSamples.get(countOffer));
818 lastAction = cleanOffer(curBid, lastBidOfOpponentUtil);
819
820 double bestOpponentBidUtility = utilitySpace
821 .getUtility(this.opponentBidHistory.getBestBidInHistory());
822 // lastBidOfOpponentUtil is the best choice
823 if ((lastBidOfOpponentUtil > MyOfferedUtility
824 || lastBidOfOpponentUtil >= VirtulReservation)
825 && lastBidOfOpponentUtil > R) {
826 if (isPrinting)
827 System.out
828 .println("Accept7 Util: " + lastBidOfOpponentUtil);
829 if (R > utilitySpace.getUtilityWithDiscount(lastBidOfOpponent,
830 timeline.getTime()))
831 return cleanEndNegotiation();
832
833 return new Accept(getAgentID(), lastBidOfOpponent);
834 }
835 // bestOpponentBidUtility is the best choice
836 else if (bestOpponentBidUtility > MyOfferedUtility
837 || bestOpponentBidUtility >= VirtulReservation) {
838 if (isPrinting)
839 System.out.println("bestOpponentBidUtility: "
840 + bestOpponentBidUtility + " MyOfferedUtility: "
841 + MyOfferedUtility + " VirtulReservation: "
842 + VirtulReservation);
843 return new Offer(getAgentID(),
844 this.opponentBidHistory.getBestBidInHistory());
845 }
846 // Reservation is the best choice
847 else if (VirtulReservation > MyOfferedUtility) {
848 if (isPrinting)
849 System.out.println("MyOfferedUtility 111: ");
850 double dbltime = timeline.getTime();
851
852 if (flagStopExplor == false && dbltime < 0.90) {
853 if (isPrinting)
854 System.out.println("flagStopExplor==false");
855 lastAction = chooseRandomBidAction(VirtulReservation);
856 } else {
857
858 if (otherArrSamples.size() > 0) {
859 if (isPrinting)
860 System.out.println("otherArrSamples.size()>0");
861
862 Collections.sort(otherArrSamples);
863 double tmpUtil = otherArrSamples
864 .get(otherArrSamples.size() - 1);
865 curBid = otherHashBids.get(tmpUtil);
866 otherArrSamples.remove(tmpUtil);
867 otherHashBids.remove(tmpUtil);
868
869 if (curBid == null) {
870 if (isPrinting)
871 System.out.println("curBid==null");
872
873 int tmpDif = arrSamples.size() - countOffer;
874 double randNum = Math.random();
875 if (isPrinting)
876 System.out.println("countOffer: " + countOffer
877 + " tmpDif: " + tmpDif + " randNum: "
878 + randNum);
879 int randIndex = ((int) (randNum * tmpDif))
880 + countOffer;
881 curBid = hashBids.get(arrSamples.get(randIndex));
882 if (isPrinting)
883 System.out.println("randIndex: " + randIndex);
884 if (isPrinting)
885 System.out.println("curBid: " + curBid);
886 }
887 } else {
888 if (isPrinting)
889 System.out.println("otherArrSamples.size()>0 else");
890
891 int tmpDif = arrSamples.size() - countOffer;
892 double randNum = Math.random();
893 if (isPrinting)
894 System.out.println(
895 "countOffer: " + countOffer + " tmpDif: "
896 + tmpDif + " randNum: " + randNum);
897 int randIndex = ((int) (randNum * tmpDif)) + countOffer;
898 curBid = hashBids.get(arrSamples.get(randIndex));
899 if (isPrinting)
900 System.out.println("randIndex: " + randIndex);
901 if (isPrinting)
902 System.out.println("curBid: " + curBid);
903
904 }
905 lastAction = cleanOffer(curBid, lastBidOfOpponentUtil);
906 }
907 MyOfferedUtility = utilitySpace
908 .getUtility(DefaultAction.getBidFromAction(lastAction));
909 if (isPrinting)
910 System.out.println(
911 "MyOfferedUtility 111: " + MyOfferedUtility);
912
913 return lastAction;
914 } else {
915 if (isPrinting)
916 System.out.println("MyOfferedUtility 222: ");
917
918 countOffer--;
919 lastAction = cleanOffer(curBid, lastBidOfOpponentUtil);
920 MyOfferedUtility = utilitySpace
921 .getUtility(DefaultAction.getBidFromAction(lastAction));
922 if (isPrinting)
923 System.out.println(
924 "MyOfferedUtility 222: " + MyOfferedUtility);
925
926 return lastAction;
927 }
928 } catch (Exception e) {
929 System.out.println("Exception in ChooseAction4:" + e.getMessage());
930 return FastStrategy();
931 }
932 }
933
934 public Action FastLastMomentStrategyWithoutEndNegotiation(
935 double StartMinUtil, double MinUtil, double dblMyRoundTime) {
936
937 int constForNumOfRounds = 100;
938 double Delta = (StartMinUtil - MinUtil) / 11;
939 // double MinUtil = 0.75;
940 // double dblMyRoundTime =
941 // timeline.getTime()/(1.1*(1-utilitySpace.getReservationValue()));
942 // double dblMyRoundTime = timeline.getTime();
943 int FactorOfAverageResponseTime = 1;
944 if (dblMyRoundTime >= 1 - constForNumOfRounds
945 * FactorOfAverageResponseTime * averageResponseTime) { // Other
946 // before-last
947 // moments
948 // -
949 // logarithmic
950 // scale
951 if (isPrinting)
952 System.out.println("dblMyRoundTime 1111");
953 return FastStrategyWithoutEndNegotiation(MinUtil);
954 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
955 * FactorOfAverageResponseTime * averageResponseTime) {
956 if (isPrinting)
957 System.out.println("dblMyRoundTime 2222");
958 return FastStrategyWithoutEndNegotiation(MinUtil + Delta);
959 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
960 * FactorOfAverageResponseTime * averageResponseTime) {
961 if (isPrinting)
962 System.out.println("dblMyRoundTime 33333");
963 return FastStrategyWithoutEndNegotiation(MinUtil + 2 * Delta);
964 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
965 * FactorOfAverageResponseTime * averageResponseTime) {
966 if (isPrinting)
967 System.out.println("dblMyRoundTime 44444");
968 return FastStrategyWithoutEndNegotiation(MinUtil + 3 * Delta);
969 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
970 * FactorOfAverageResponseTime * averageResponseTime) {
971 if (isPrinting)
972 System.out.println("dblMyRoundTime 55555");
973 return FastStrategyWithoutEndNegotiation(MinUtil + 4 * Delta);
974 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
975 * FactorOfAverageResponseTime * averageResponseTime) {
976 if (isPrinting)
977 System.out.println("dblMyRoundTime 6666");
978 return FastStrategyWithoutEndNegotiation(MinUtil + 5 * Delta);
979 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
980 * FactorOfAverageResponseTime * averageResponseTime) {
981 if (isPrinting)
982 System.out.println("dblMyRoundTime 7777");
983 return FastStrategyWithoutEndNegotiation(MinUtil + 6 * Delta);
984 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
985 * FactorOfAverageResponseTime * averageResponseTime) {
986 if (isPrinting)
987 System.out.println("dblMyRoundTime 88888");
988 return FastStrategyWithoutEndNegotiation(MinUtil + 7 * Delta);
989 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
990 * FactorOfAverageResponseTime * averageResponseTime) {
991 if (isPrinting)
992 System.out.println("dblMyRoundTime 9999");
993 return FastStrategyWithoutEndNegotiation(MinUtil + 8 * Delta);
994 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
995 * FactorOfAverageResponseTime * averageResponseTime) {
996 if (isPrinting)
997 System.out.println("dblMyRoundTime 111 000");
998 return FastStrategyWithoutEndNegotiation(MinUtil + 9 * Delta);
999 } else if (dblMyRoundTime >= 1 - constForNumOfRounds
1000 * FactorOfAverageResponseTime * averageResponseTime) {
1001 if (isPrinting)
1002 System.out.println("dblMyRoundTime 111 111");
1003 return FastStrategyWithoutEndNegotiation(MinUtil + 10 * Delta);
1004 } else {
1005 if (isPrinting)
1006 System.out.println("dblMyRoundTime 111 222");
1007 return FastStrategyWithoutEndNegotiation(StartMinUtil);
1008 }
1009 }
1010
1011 public Action cleanOffer(Bid curBid, double lastBidOfOpponentUtil) {
1012 try {
1013 MyOfferedUtility = utilitySpace.getUtility(curBid);
1014 boolean flagViol = false;
1015 while (MyOfferedUtility <= lastBidOfOpponentUtil) {
1016 flagViol = true;
1017 countOffer--;
1018 if (countOffer == -1) {
1019 System.out.println("countOffer==-1");
1020 break;
1021 }
1022 curBid = hashBids.get(arrSamples.get(countOffer));
1023 lastAction = new Offer(getAgentID(), curBid);
1024 MyOfferedUtility = utilitySpace.getUtility(curBid);
1025 }
1026 if (flagViol) {
1027 int tmpSize = arrSamples.size() - 1 - countOffer;
1028 arrSamples = new ArrayList<Double>();
1029 for (double key : hashBids.keySet()) {
1030 arrSamples.add(key);
1031 }
1032 if (countOffer == -1) {
1033 System.out.println("countOffer==-1");
1034 hashBids.get(arrSamples.get(arrSamples.size() - 1));
1035 }
1036 countOffer = arrSamples.size() - 1 - tmpSize;
1037 Collections.sort(arrSamples);
1038 curBid = hashBids.get(arrSamples.get(countOffer));
1039 lastAction = new Offer(getAgentID(), curBid);
1040 MyOfferedUtility = utilitySpace.getUtility(curBid);
1041 }
1042 if (MyOfferedUtility < dblMinUtil) {
1043 countOffer--;
1044 curBid = hashBids.get(arrSamples.get(countOffer));
1045 lastAction = new Offer(getAgentID(), curBid);
1046 MyOfferedUtility = utilitySpace.getUtility(curBid);
1047 }
1048 if (MyOfferedUtility <= lastBidOfOpponentUtil
1049 || MyOfferedUtility < R) {
1050 if (isPrinting)
1051 System.out.println("Enddddddddddddd 7777777777777777");
1052
1053 return cleanEndNegotiation();
1054 }
1055 } catch (Exception e) {
1056 // TODO Auto-generated catch block
1057 e.printStackTrace();
1058 System.out.println(e.getMessage());
1059 // System.out.println("nnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnnn");
1060 return bestFromOpponent();
1061
1062 }
1063
1064 try {
1065 MyOfferedUtility = utilitySpace.getUtility(curBid);
1066 } catch (Exception e) {
1067 // TODO Auto-generated catch block
1068 e.printStackTrace();
1069 }
1070 return new Offer(getAgentID(), curBid);
1071 }
1072
1073 private Action cleanEndNegotiation() {
1074 // TODO Auto-generated method stub
1075 java.util.Random generateRandom = new java.util.Random();
1076 int randIndex = generateRandom.nextInt(countOffer - arrSamples.size());
1077 if (randIndex == countOffer)
1078 return new Offer(getAgentID(),
1079 hashBids.get(arrSamples.get(randIndex)));
1080 else
1081 return new EndNegotiation(getAgentID());
1082 }
1083
1084 private Action bestFromOpponent() {
1085 double dblUtilVal = alternativeArrSamples
1086 .get(alternativeArrSamples.size() - 1);
1087 Bid lastBid = alternativeHashBids.get(dblUtilVal);
1088
1089 alternativeHashBids.remove(dblUtilVal);
1090 alternativeArrSamples.remove(dblUtilVal);
1091
1092 if (R > utilitySpace.getUtilityWithDiscount(lastBid,
1093 timeline.getTime()))
1094 return cleanEndNegotiation();
1095 else
1096 return new Offer(getAgentID(), lastBid);
1097 }
1098
1099 @Override
1100 public String getDescription() {
1101 return "ANAC2014 compatible with non-linear utility spaces";
1102 }
1103}
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