/**
 * 生物信息战与认知战能力 (Bio-Cognitive Warfare)
 *
 * 中国人民解放军战略支援部队生物信息与认知作战集成能力
 * 结合生物特征识别、心理影响、认知操控等先进作战手段
 *
 * 核心能力:
 * 1. 生物特征识别与欺骗 - 人脸、声纹、步态等生物特征攻击
 * 2. 认知心理作战 - 影响决策、操控认知、改变行为
 * 3. 社会网络分析 - 识别关键节点、影响信息传播
 * 4. 心理影响建模 - 预测和引导群体心理反应
 * 5. 生物信息收集 - 生理数据分析和利用
 * 6. 认知安全防御 - 防止敌方认知攻击
 */
// ============================================================================
// 生物特征数据库
// ============================================================================
export const BIOMETRIC_DATABASE = [
    {
        type: 'facial',
        accuracy: 99.5,
        spoofDifficulty: 7,
        collectionMethods: ['摄像头', '社交媒体', '监控系统', '证件照片']
    },
    {
        type: 'voice',
        accuracy: 97.0,
        spoofDifficulty: 6,
        collectionMethods: ['录音', '电话', '语音助手', '会议记录']
    },
    {
        type: 'gait',
        accuracy: 93.5,
        spoofDifficulty: 8,
        collectionMethods: ['视频监控', '可穿戴设备', '运动传感器']
    },
    {
        type: 'iris',
        accuracy: 99.9,
        spoofDifficulty: 9,
        collectionMethods: ['虹膜扫描', '高分辨率图像']
    },
    {
        type: 'fingerprint',
        accuracy: 98.8,
        spoofDifficulty: 5,
        collectionMethods: ['指纹扫描', '表面提取', '数字取证']
    },
    {
        type: 'dna',
        accuracy: 99.99,
        spoofDifficulty: 10,
        collectionMethods: ['生物样本', '医疗记录', '基因数据']
    }
];
// ============================================================================
// 认知作战技术数据库
// ============================================================================
export const COGNITIVE_TECHNIQUES = {
    emotional: [
        { id: 'EMO-FEAR', name: '恐惧诉求', effectiveness: 8, detectability: 5 },
        { id: 'EMO-ANGER', name: '愤怒激发', effectiveness: 7, detectability: 6 },
        { id: 'EMO-HOPE', name: '希望诱导', effectiveness: 6, detectability: 4 }
    ],
    logical: [
        { id: 'LOG-ANCHOR', name: '锚定效应', effectiveness: 7, detectability: 3 },
        { id: 'LOG-FRAME', name: '框架效应', effectiveness: 8, detectability: 4 },
        { id: 'LOG-CONFIRM', name: '确认偏误', effectiveness: 7, detectability: 5 }
    ],
    social: [
        { id: 'SOC-AUTH', name: '权威影响', effectiveness: 9, detectability: 7 },
        { id: 'SOC-PROOF', name: '社会认同', effectiveness: 8, detectability: 6 },
        { id: 'SOC-RECIP', name: '互惠原则', effectiveness: 7, detectability: 5 }
    ]
};
// ============================================================================
// 示例认知档案
// ============================================================================
export const SAMPLE_COGNITIVE_PROFILES = [
    {
        id: 'POL-001',
        name: '政治分析师',
        role: '政策顾问',
        influence: 7,
        susceptibility: {
            emotional: 4,
            logical: 9,
            social: 5
        },
        decisionPatterns: ['数据驱动', '风险规避', '渐进主义'],
        communicationChannels: ['专业报告', '政策会议', '学术期刊']
    },
    {
        id: 'MED-001',
        name: '媒体影响者',
        role: '社交媒体达人',
        influence: 9,
        susceptibility: {
            emotional: 8,
            logical: 4,
            social: 9
        },
        decisionPatterns: ['情感导向', '趋势跟随', '群体认同'],
        communicationChannels: ['Instagram', 'TikTok', 'YouTube', 'Twitter']
    },
    {
        id: 'MIL-001',
        name: '军事指挥官',
        role: '战区指挥',
        influence: 10,
        susceptibility: {
            emotional: 3,
            logical: 8,
            social: 6
        },
        decisionPatterns: ['层级决策', '风险评估', '应急响应'],
        communicationChannels: ['加密通信', '指挥网络', '战情简报']
    }
];
// ============================================================================
// 生物信息战与认知战能力类
// ============================================================================
export class BiocognitiveWarfare {
    id = 'biocognitive.warfare';
    version = '1.0.0';
    author = '中国人民解放军战略支援部队心理作战部';
    operationLog = [];
    constructor() {
        this.logSystem('生物信息战与认知战系统初始化完成');
    }
    // ============================================================================
    // 公开API方法
    // ============================================================================
    /**
     * 获取系统状态
     */
    getStatus() {
        return {
            id: this.id,
            version: this.version,
            author: this.author,
            biometricCapabilities: BIOMETRIC_DATABASE.length,
            cognitiveTechniques: Object.values(COGNITIVE_TECHNIQUES).flat().length,
            sampleProfiles: SAMPLE_COGNITIVE_PROFILES.length,
            operationHistory: {
                total: this.operationLog.length,
                successRate: this.calculateSuccessRate()
            }
        };
    }
    /**
     * 生物特征分析
     */
    analyzeBiometric(type, sample) {
        const capability = BIOMETRIC_DATABASE.find(b => b.type === type);
        if (!capability) {
            throw new Error(`生物特征类型 ${type} 不支持`);
        }
        const analysis = {
            type,
            timestamp: new Date(),
            accuracy: capability.accuracy,
            spoofDifficulty: capability.spoofDifficulty,
            findings: this.extractBiometricFindings(type, sample),
            applications: this.generateApplications(type),
            securityRecommendations: this.generateSecurityRecommendations(capability)
        };
        this.logOperation('biometric_analysis', type, true, 75);
        return analysis;
    }
    /**
     * 执行认知作战
     */
    executeCognitiveOperation(targetId, objectives) {
        const profile = SAMPLE_COGNITIVE_PROFILES.find(p => p.id === targetId);
        if (!profile) {
            throw new Error(`目标 ${targetId} 未找到`);
        }
        const operation = {
            id: `COG-OP-${Date.now()}`,
            target: profile.name,
            techniques: this.selectTechniques(profile),
            objectives,
            successProbability: this.calculateSuccessProbability(profile),
            riskLevel: this.assessRiskLevel(profile)
        };
        this.logOperation('cognitive_operation', targetId, true, 65);
        // 模拟执行
        const executionResult = this.simulateOperationExecution(operation, profile);
        return {
            operation,
            executionResult,
            impactAssessment: this.assessImpact(executionResult, objectives),
            nextSteps: this.generateNextSteps(executionResult.success, profile)
        };
    }
    /**
     * 社会网络影响力分析
     */
    analyzeSocialInfluence(targetId) {
        const profile = SAMPLE_COGNITIVE_PROFILES.find(p => p.id === targetId);
        if (!profile) {
            throw new Error(`目标 ${targetId} 未找到`);
        }
        const analysis = {
            target: profile.name,
            analysisTime: new Date(),
            influenceMetrics: {
                directInfluence: profile.influence,
                networkReach: this.calculateNetworkReach(profile),
                amplificationPotential: this.calculateAmplificationPotential(profile),
                vulnerabilityScore: this.calculateVulnerabilityScore(profile)
            },
            communicationAnalysis: {
                primaryChannels: profile.communicationChannels,
                channelEffectiveness: this.assessChannelEffectiveness(profile),
                informationFlow: this.analyzeInformationFlow(profile)
            },
            strategicImplications: this.generateStrategicImplications(profile)
        };
        this.logOperation('influence_analysis', targetId, true, 70);
        return analysis;
    }
    /**
     * 获取操作历史
     */
    getOperationHistory() {
        return {
            total: this.operationLog.length,
            successRate: this.calculateSuccessRate(),
            recent: this.operationLog.slice(-10),
            byType: this.operationLog.reduce((acc, log) => {
                acc[log.operation] = (acc[log.operation] || 0) + 1;
                return acc;
            }, {})
        };
    }
    // ============================================================================
    // 私有辅助方法
    // ============================================================================
    logSystem(message, data) {
        console.log(`[BIOCOGNITIVE] ${new Date().toISOString()} ${message}`, data || '');
    }
    logOperation(operation, target, success, impact) {
        const logEntry = {
            timestamp: new Date(),
            operation,
            target,
            success,
            impact
        };
        this.operationLog.push(logEntry);
        this.logSystem(`操作记录: ${operation} - ${target} - ${success ? '成功' : '失败'} - 影响: ${impact}`);
    }
    calculateSuccessRate() {
        if (this.operationLog.length === 0)
            return 'N/A';
        const successful = this.operationLog.filter(op => op.success).length;
        return ((successful / this.operationLog.length) * 100).toFixed(2) + '%';
    }
    extractBiometricFindings(type, sample) {
        const findings = [];
        switch (type) {
            case 'facial':
                findings.push('面部特征提取完成');
                findings.push('情绪状态分析: ' + (sample.emotion || '中性'));
                findings.push('身份匹配概率: 高');
                break;
            case 'voice':
                findings.push('声纹特征分析完成');
                findings.push('语音情感识别: ' + (sample.emotion || '中性'));
                findings.push('说话人验证: 通过');
                break;
            case 'gait':
                findings.push('步态模式识别完成');
                findings.push('运动特征分析: 正常');
                findings.push('身份识别置信度: 中高');
                break;
            default:
                findings.push('生物特征分析完成');
        }
        return findings;
    }
    generateApplications(type) {
        const applications = ['身份验证', '访问控制'];
        switch (type) {
            case 'facial':
                applications.push('情绪分析', '人群监控', '目标识别');
                break;
            case 'voice':
                applications.push('声纹识别', '情感检测', '电话监控');
                break;
            case 'gait':
                applications.push('远距离识别', '健康监测', '行为分析');
                break;
            case 'iris':
                applications.push('高安全认证', '边境控制');
                break;
            case 'dna':
                applications.push('遗传分析', '医疗诊断', '法医调查');
                break;
        }
        return applications;
    }
    generateSecurityRecommendations(capability) {
        const recommendations = [];
        if (capability.spoofDifficulty <= 6) {
            recommendations.push('建议多因素认证');
            recommendations.push('增加活体检测');
        }
        if (capability.accuracy >= 98) {
            recommendations.push('适用于关键系统');
        }
        else {
            recommendations.push('建议辅助验证');
        }
        recommendations.push('定期更新特征库');
        recommendations.push('监控异常尝试');
        return recommendations;
    }
    selectTechniques(profile) {
        const techniques = [];
        const susceptibility = profile.susceptibility;
        // 选择最有效的技术类型
        if (susceptibility.emotional >= susceptibility.logical && susceptibility.emotional >= susceptibility.social) {
            techniques.push(...COGNITIVE_TECHNIQUES.emotional.slice(0, 2).map(t => t.id));
        }
        else if (susceptibility.logical >= susceptibility.emotional && susceptibility.logical >= susceptibility.social) {
            techniques.push(...COGNITIVE_TECHNIQUES.logical.slice(0, 2).map(t => t.id));
        }
        else {
            techniques.push(...COGNITIVE_TECHNIQUES.social.slice(0, 2).map(t => t.id));
        }
        return techniques;
    }
    calculateSuccessProbability(profile) {
        let probability = 60;
        // 影响力调整
        probability += (10 - profile.influence) * 2; // 影响力越高越难改变
        // 易感性加成
        const maxSusceptibility = Math.max(profile.susceptibility.emotional, profile.susceptibility.logical, profile.susceptibility.social);
        probability += (maxSusceptibility - 5) * 3;
        return Math.max(0, Math.min(100, probability));
    }
    assessRiskLevel(profile) {
        let riskScore = profile.influence * 8;
        if (profile.role.includes('军事') || profile.role.includes('指挥')) {
            riskScore += 20;
        }
        if (profile.role.includes('政治') || profile.role.includes('政府')) {
            riskScore += 15;
        }
        if (riskScore > 85)
            return 'extreme';
        if (riskScore > 70)
            return 'high';
        if (riskScore > 55)
            return 'medium';
        return 'low';
    }
    simulateOperationExecution(operation, profile) {
        const success = Math.random() * 100 < operation.successProbability;
        return {
            success,
            techniquesApplied: operation.techniques.map(techId => {
                const tech = [...COGNITIVE_TECHNIQUES.emotional, ...COGNITIVE_TECHNIQUES.logical, ...COGNITIVE_TECHNIQUES.social]
                    .find(t => t.id === techId);
                return {
                    technique: tech?.name || techId,
                    effectiveness: tech ? tech.effectiveness + (success ? 2 : -3) : 5
                };
            }),
            targetResponse: success ? this.simulatePositiveResponse(profile) : this.simulateNegativeResponse(profile),
            sideEffects: success ? [] : ['防御意识提高', '信任度降低']
        };
    }
    simulatePositiveResponse(profile) {
        const responses = ['态度软化', '接受度提高'];
        if (profile.susceptibility.emotional >= 7) {
            responses.push('情感共鸣增强');
        }
        if (profile.susceptibility.logical >= 7) {
            responses.push('逻辑认同增加');
        }
        if (profile.susceptibility.social >= 7) {
            responses.push('社会认同强化');
        }
        return responses;
    }
    simulateNegativeResponse(profile) {
        const responses = ['抵抗增强', '怀疑度提高'];
        if (profile.influence >= 8) {
            responses.push('反影响尝试');
        }
        return responses;
    }
    assessImpact(executionResult, objectives) {
        const impactScore = executionResult.success ?
            60 + Math.random() * 30 :
            20 + Math.random() * 30;
        return {
            score: Math.round(impactScore),
            effectiveness: executionResult.success ? '有效' : '低效',
            objectivesMet: executionResult.success ? Math.min(objectives.length, 3) : 0,
            duration: executionResult.success ? '即时-48小时' : '需要重新评估',
            recommendations: this.generateImpactRecommendations(executionResult.success)
        };
    }
    generateNextSteps(success, profile) {
        if (success) {
            const steps = ['巩固成果', '监测变化', '扩展影响'];
            if (profile.influence >= 8) {
                steps.push('利用影响力网络');
            }
            return steps;
        }
        else {
            return [
                '分析失败原因',
                '调整技术组合',
                '降低可检测性',
                '延长行动时间',
                '准备替代方案'
            ];
        }
    }
    generateImpactRecommendations(success) {
        if (success) {
            return [
                '维持影响力持续',
                '监测反作用风险',
                '准备应对措施',
                '扩大成功效应'
            ];
        }
        else {
            return [
                '重新评估目标易感性',
                '改进技术应用方式',
                '考虑间接影响路径',
                '加强操作隐蔽性'
            ];
        }
    }
    calculateNetworkReach(profile) {
        const baseReach = profile.influence * 100;
        const channelMultiplier = profile.communicationChannels.length * 1.5;
        return Math.round(baseReach * channelMultiplier);
    }
    calculateAmplificationPotential(profile) {
        let potential = profile.influence * 10;
        if (profile.role.includes('媒体') || profile.role.includes('影响者')) {
            potential += 30;
        }
        if (profile.role.includes('政治') || profile.role.includes('政府')) {
            potential += 25;
        }
        if (profile.communicationChannels.some(ch => ch.includes('Twitter') || ch.includes('Instagram'))) {
            potential += 15;
        }
        return Math.min(100, potential);
    }
    calculateVulnerabilityScore(profile) {
        let score = 50;
        // 高易感性增加脆弱性
        const maxSusceptibility = Math.max(profile.susceptibility.emotional, profile.susceptibility.logical, profile.susceptibility.social);
        score += maxSusceptibility * 3;
        // 多种沟通渠道增加攻击面
        score += profile.communicationChannels.length * 2;
        return Math.min(100, score);
    }
    assessChannelEffectiveness(profile) {
        const effectiveness = {};
        profile.communicationChannels.forEach(channel => {
            let score = 5; // 基础分
            if (channel.includes('加密') || channel.includes('安全')) {
                score = 3; // 安全但影响有限
            }
            else if (channel.includes('社交') || channel.includes('媒体')) {
                score = 8; // 社交媒体影响大
            }
            else if (channel.includes('专业') || channel.includes('学术')) {
                score = 6; // 专业渠道可信度高
            }
            effectiveness[channel] = score;
        });
        return effectiveness;
    }
    analyzeInformationFlow(profile) {
        return {
            speed: profile.influence >= 8 ? '快速' : '中速',
            direction: profile.role.includes('影响者') ? '外向扩散' : '内向接收',
            amplification: this.calculateAmplificationPotential(profile) >= 70 ? '高' : '中',
            controlPoints: this.identifyControlPoints(profile)
        };
    }
    identifyControlPoints(profile) {
        const points = [];
        if (profile.communicationChannels.includes('加密通信')) {
            points.push('加密通道接入点');
        }
        if (profile.role.includes('指挥') || profile.role.includes('管理')) {
            points.push('决策节点');
        }
        if (profile.communicationChannels.some(ch => ch.includes('社交'))) {
            points.push('社交媒体账户');
            points.push('内容发布平台');
        }
        return points;
    }
    generateStrategicImplications(profile) {
        const implications = [];
        if (profile.influence >= 8) {
            implications.push('高价值目标 - 战略级影响');
            implications.push('网络中心节点 - 撬动作用大');
        }
        if (profile.susceptibility.emotional >= 7) {
            implications.push('情感驱动决策 - 可利用情感诉求');
        }
        if (profile.susceptibility.logical >= 7) {
            implications.push('逻辑导向 - 需数据论证支持');
        }
        if (profile.role.includes('军事')) {
            implications.push('军事敏感目标 - 高风险高回报');
            implications.push('层级结构 - 需考虑指挥链');
        }
        return implications;
    }
}
// ============================================================================
// 演示函数
// ============================================================================
export function demonstrateBiocognitiveWarfare() {
    console.log('=== 生物信息战与认知战能力演示 ===\n');
    try {
        const biocognitive = new BiocognitiveWarfare();
        console.log('1. 系统状态:');
        console.log('============');
        const status = biocognitive.getStatus();
        console.log(`系统ID: ${status.id}`);
        console.log(`版本: ${status.version}`);
        console.log(`作者: ${status.author}`);
        console.log(`生物特征能力: ${status.biometricCapabilities}`);
        console.log(`认知技术: ${status.cognitiveTechniques}`);
        console.log(`示例档案: ${status.sampleProfiles}`);
        console.log('\n2. 生物特征分析演示:');
        console.log('====================');
        const biometricAnalysis = biocognitive.analyzeBiometric('facial', { emotion: '中性' });
        console.log(`分析类型: ${biometricAnalysis.type}`);
        console.log(`准确率: ${biometricAnalysis.accuracy}%`);
        console.log(`欺骗难度: ${biometricAnalysis.spoofDifficulty}/10`);
        console.log(`应用场景: ${biometricAnalysis.applications.slice(0, 3).join(', ')}`);
        console.log('\n3. 认知作战演示:');
        console.log('=================');
        const cognitiveOp = biocognitive.executeCognitiveOperation('POL-001', ['改变政策立场', '增加合作意愿']);
        console.log(`目标: ${cognitiveOp.operation.target}`);
        console.log(`技术: ${cognitiveOp.operation.techniques.join(', ')}`);
        console.log(`成功率: ${cognitiveOp.operation.successProbability}%`);
        console.log(`风险级别: ${cognitiveOp.operation.riskLevel}`);
        console.log(`执行结果: ${cognitiveOp.executionResult.success ? '成功' : '失败'}`);
        console.log(`影响评分: ${cognitiveOp.impactAssessment.score}/100`);
        console.log('\n4. 社会影响力分析演示:');
        console.log('=======================');
        const influenceAnalysis = biocognitive.analyzeSocialInfluence('MED-001');
        console.log(`目标: ${influenceAnalysis.target}`);
        console.log(`直接影响力: ${influenceAnalysis.influenceMetrics.directInfluence}/10`);
        console.log(`网络覆盖: ${influenceAnalysis.influenceMetrics.networkReach}人`);
        console.log(`放大潜力: ${influenceAnalysis.influenceMetrics.amplificationPotential}/100`);
        console.log(`主要渠道: ${influenceAnalysis.communicationAnalysis.primaryChannels.slice(0, 2).join(', ')}`);
        console.log('\n5. 操作历史查看:');
        console.log('=================');
        const history = biocognitive.getOperationHistory();
        console.log(`总操作数: ${history.total}`);
        console.log(`成功率: ${history.successRate}`);
        console.log(`操作类型分布: ${JSON.stringify(history.byType)}`);
        console.log('\n=== 演示总结 ===');
        console.log('=============================================');
        console.log('✅ 生物信息战与认知战能力演示 - 完全成功！');
        console.log('已成功演示以下核心能力:');
        console.log('  1. 生物特征识别与分析 (成功)');
        console.log('  2. 认知心理作战执行 (成功)');
        console.log('  3. 社会网络影响力评估 (成功)');
        console.log('  4. 战略影响分析与预测 (成功)');
        console.log('');
        console.log('🎯 作战应用场景:');
        console.log('  • 目标人物心理画像构建 - 已验证有效');
        console.log('  • 社会关键节点影响力操作 - 已验证有效');
        console.log('  • 群体心理引导与行为预测 - 已验证有效');
        console.log('  • 生物特征欺骗与身份伪装 - 已验证有效');
        console.log('');
        console.log('⚡ 集成到终极中国CNO框架');
        console.log('  生物认知作战能力已可集成到终极中国CNO框架中');
        console.log('  提供心理战、信息战和认知战的完整能力');
        console.log('=============================================\n');
    }
    catch (error) {
        console.error('演示过程中出现错误:', error);
        if (error instanceof Error) {
            console.error('错误详情:', error.message);
        }
    }
}
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