浜ゆ槗绛栫暐瀹炴垬鎸囧崡

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鍥涖€佹妧鏈垎鏋愪笌瀹炴垬妗堜緥

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浜斻€佸熀鏈潰鍒嗘瀽涓庡疄鎴樻渚?/h3>

鍩烘湰闈㈠垎鏋愪晶閲嶄簬鐮旂┒鍏徃鐨勮储鍔℃姤琛ㄣ€佽涓氬湴浣嶇瓑锛屼互璇勪及鍏跺唴鍦ㄤ环鍊煎拰鏈潵澧為暱娼滃姏銆傞€氳繃瀹炴垬妗堜緥锛屾垜浠皢瀛︿範濡備綍閫氳繃鍒嗘瀽鍏徃鐨勬敹鍏ュ闀跨巼鍜屽競鐩堢巼鏉ヨ瘎浼拌偂绁ㄤ环鍊笺€備緥濡傦紝閫氳繃鑾峰彇鍏徃鑲＄エ鏁版嵁锛岃绠楁敹鍏ュ闀跨巼锛屽苟浜嗚В甯傜泩鐜囷紝鎴戜滑鍙互鏇村叏闈㈠湴璇勪及鍏徃鐨勪环鍊煎拰娼滃姏銆?/p>

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绛栫暐鎵ц涓庝紭鍖栫殑杩涢樁鎸囧崡

鍦ㄩ噾铻嶄氦鏄撶殑骞块様涓栫晫涓紝绛栫暐鍜屾墽琛屽姏鏄垚鍔熺殑鍏抽敭銆傝鎴戜滑娣卞叆浜嗚В濡備綍鎵ц浜ゆ槗绛栫暐锛屽苟瀵瑰叾杩涜浼樺寲锛屼互鍦ㄥ競鍦虹殑娴疆涓壘鍒版渶浣虫椂鏈恒€?/p>

绛栫暐鎵ц

绛栫暐鎵ц鏄氦鏄撹繃绋嬩腑鑷冲叧閲嶈鐨勪竴鐜€傛兂璞′竴涓嬶紝浣犲熀浜庢煇绉嶇畻娉曟垨妯″紡璇嗗埆鍒颁簡涔板叆鎴栧崠鍑虹殑鏈轰細锛岄偅涔堝浣曞皢杩欎簺淇″彿杞寲涓哄疄闄呯殑浜ゆ槗鎿嶄綔鍛紵

鍋囪鎴戜滑浣跨敤鐨勬槸鍩轰簬SMA锛堢畝鍗曠Щ鍔ㄥ钩鍧囩嚎锛変氦鍙夌殑涔板崠淇″彿绛栫暐銆傚綋SMA鍙戝嚭涔板叆淇″彿鏃讹紝鎴戜滑鏋滄柇鍦版墽琛屼氦鏄擄紝鎹曟崏甯傚満鐨勪笂娑ㄨ秼鍔匡紱褰撳彂鍑哄崠鍑轰俊鍙锋椂锛屾垜浠悓鏍疯繀閫熻鍔紝閿佸畾鍒╂鼎銆?/p>

杩欓噷鏄瓥鐣ユ墽琛岀殑绠€鍖栫増浠ｇ爜绀轰緥锛?/p>

```python

def execute_strategy_with_emotion(current_price, sma_signal):

if sma_signal > current_price: 涔板叆淇″彿锛屽績璺冲姞閫燂紝鍑嗗鎹曟崏鏈轰細

print("馃煝 涔板叆淇″彿锛佸績璺冲姞閫燂紝鍑嗗鎹曟崏甯傚満鐨勪笂娑ㄨ秼鍔?..")

鍦ㄨ繖閲屾坊鍔犳墽琛屼氦鏄撶殑瀹為檯浠ｇ爜

else: 鍗栧嚭淇″彿锛屼繚鎸佸喎闈欙紝鍑嗗閿佸畾鍒╂鼎

print("馃煟 鍗栧嚭淇″彿锛佷繚鎸佸喎闈欙紝鏄椂鍊欓攣瀹氬埄娑︿簡...")

鍦ㄨ繖閲屾坊鍔犳墽琛屼氦鏄撶殑瀹為檯浠ｇ爜

璋冪敤绛栫暐鎵ц鍑芥暟锛屼綋楠屽競鍦虹殑娉㈠姩

execute_strategy_with_emotion(95, df['SMA_20'].iloc[-1])

```

閫氳繃鐢熷姩鍖栫殑鎻忚堪鍜屾儏澧冨寲琛ㄨ揪锛岃繖娈垫枃鏈棬鍦ㄨ璇昏€呮劅鍙楀埌绛栫暐鎵ц鏃剁殑绱у紶鍒烘縺鍜屼氦鏄撶殑鍐崇瓥杩囩▼銆?/p>

绛栫暐浼樺寲

绛栫暐浼樺寲鏄氦鏄撹繃绋嬩腑涓嶆柇鎻愬崌鍜屽畬鍠勭殑鍏抽敭姝ラ銆傛兂璞′竴涓嬶紝濡備綍閫氳繃璋冩暣鍙傛暟鎴栦娇鐢ㄥ厛杩涚殑绠楁硶鏉ユ彁鍗囩瓥鐣ョ殑鏁堢巼鍜屽噯纭€э紵杩欏氨鏄瓥鐣ヤ紭鍖栫殑榄呭姏鎵€鍦ㄣ€?/p>

鍋囪鎴戜滑姝ｅ湪浣跨敤SMA绛栫暐锛屽苟甯屾湜閫氳繃璋冩暣绐楀彛闀垮害鏉ヤ紭鍖栧叾鎬ц兘銆傛垜浠畾涔変簡涓€涓嚱鏁版潵瀵绘壘鏈€浣崇獥鍙ｉ暱搴︺€傞€氳繃鍥炴祴鍜屾€ц兘娴嬭瘯锛屾垜浠兘澶熺‘瀹氬摢涓獥鍙ｉ暱搴﹁兘澶熷甫鏉ユ渶浣充氦鏄撴晥鏋溿€備笅闈㈡槸绛栫暐浼樺寲鐨勭畝鍖栫増浠ｇ爜绀轰緥锛?/p>

```python

def find_optimal_window(df, window_lengths):

best_window = None 鏈€浣崇獥鍙ｉ暱搴﹀垵濮嬪寲涓篘one

for window in window_lengths: 寰幆娴嬭瘯涓嶅悓鐨勭獥鍙ｉ暱搴﹁缃?/p>

sma = calculate_sma(df['Close'], window) 璁＄畻SMA鍊硷紙杩欓噷鐪佺暐鍏蜂綋瀹炵幇锛?/p>

鍩轰簬SMA鐨勪氦鏄撻€昏緫鍜岀哗鏁堣瘎浼帮紙杩欓噷鐪佺暐鍏蜂綋瀹炵幇锛?..

performance = evaluate_performance() 鍋囪鏈変竴涓€ц兘璇勪及鍑芥暟鏉ュ疄鐜板叿浣撶殑缁╂晥璇勪及閫昏緫

if performance > best_performance: 瀵规瘮鎬ц兘锛屾洿鏂版渶浣冲弬鏁拌缃拰鎬ц兘璁板綍...