智能系统学报
智能繫統學報
지능계통학보
CAAI TRANSACTIONS ON INTELLIGENT SYSTEMS
2015年
2期
267-272
,共6页
李学俊%王小龙%吴蕾%刘慧婷
李學俊%王小龍%吳蕾%劉慧婷
리학준%왕소룡%오뢰%류혜정
机器博弈%六子棋%路%局部扫描%博弈树%剪枝算法%估值
機器博弈%六子棋%路%跼部掃描%博弈樹%剪枝算法%估值
궤기박혁%륙자기%로%국부소묘%박혁수%전지산법%고치
computer game%connect 6%road%local scanning%game tree%pruning algorithm%evaluation
针对六子棋博弈比赛中基于“路”的全局扫描方式的博弈树生成算法效率较低问题,首先分析了基于“路”的全局扫描方式的计算规则和估值分析,然后将博弈树生成算法中的全局扫描方式改进为局部扫描方式,并给出其计算规则和估值分析,接着设计了基于局部扫描方式的博弈树生成算法,并集成到Alpha?Beta剪枝算法中。最后从搜索效率和博弈水平2个角度对全局扫描和局部扫描进行实验,实验结果表明,局部扫描方式在比赛时间要求的情况下,能够大幅度提高搜索效率,并且博弈水平显著优于全局扫描方式。
針對六子棋博弈比賽中基于“路”的全跼掃描方式的博弈樹生成算法效率較低問題,首先分析瞭基于“路”的全跼掃描方式的計算規則和估值分析,然後將博弈樹生成算法中的全跼掃描方式改進為跼部掃描方式,併給齣其計算規則和估值分析,接著設計瞭基于跼部掃描方式的博弈樹生成算法,併集成到Alpha?Beta剪枝算法中。最後從搜索效率和博弈水平2箇角度對全跼掃描和跼部掃描進行實驗,實驗結果錶明,跼部掃描方式在比賽時間要求的情況下,能夠大幅度提高搜索效率,併且博弈水平顯著優于全跼掃描方式。
침대륙자기박혁비새중기우“로”적전국소묘방식적박혁수생성산법효솔교저문제,수선분석료기우“로”적전국소묘방식적계산규칙화고치분석,연후장박혁수생성산법중적전국소묘방식개진위국부소묘방식,병급출기계산규칙화고치분석,접착설계료기우국부소묘방식적박혁수생성산법,병집성도Alpha?Beta전지산법중。최후종수색효솔화박혁수평2개각도대전국소묘화국부소묘진행실험,실험결과표명,국부소묘방식재비새시간요구적정황하,능구대폭도제고수색효솔,병차박혁수평현저우우전국소묘방식。
Aiming at the problem that the game?tree generation algorithm generated by global scanning method is low in efficiency in the connect 6, this paper analyzes the calculation rules and valuation analysis of the global scanning method based on"road". Secondly, it develops the global scanning method of the game?tree generation al?gorithm into local scanning method, and introduces the calculation rules and valuation analysis. The game?tree gen?eration algorithm is a local scanning method designed and integrated into the alpha?beta pruning search. Finally, the global and local scanning experiments are carried out from the two perspectives of search efficiency and playing skill. The experimental results showed that local scanning could greatly improve search efficiency within the compe?tition time. The game ability is superior to that of the global scanning method.